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• Follow the CSF flow: probing multiciliated ependymal cells in brain pathology.
  Multiciliated ependymal cells regulate cerebrospinal fluid (CSF) microcirculation and form a dynamic CSF-brain interface. Emerging evidence suggests that ependymal cells enter reactive states in response to pathology that are associated with ciliary and juncti…
  pubmed Groh AMR, Hodgson L, Bzdok D, Stratton JA 2025 May 置信度 0.82
• Classification of hand movements from EEG using a FusionNet based LSTM network.
  Objective . Accurate classification of electroencephalogram (EEG) signals is crucial for advancing brain-computer interface (BCI) technology. However, current methods face significant challenges in classifying hand movement EEG signals, including effective spa…
  pubmed Ji L, Yi L, Huang C, Li H 等 2024 Nov 20 置信度 0.82
• NeuroClick: Advanced Software for Designing Blood-Brain Barrier-Permeable Drugs Using Click Reaction Simulations.
  NeuroClick is a software tool designed for the in silico execution of azide-alkyne cycloaddition reactions, commonly known as click reactions. We developed this graphical user interface application to expedite the drug discovery process by generating libraries…
  pubmed Isakova AM, Skorb EV, Shityakov S 2024 Nov 置信度 0.82
• A hybrid local-global neural network for visual classification using raw EEG signals.
  EEG-based brain-computer interfaces (BCIs) have the potential to decode visual information. Recently, artificial neural networks (ANNs) have been used to classify EEG signals evoked by visual stimuli. However, methods using ANNs to extract features from raw si…
  pubmed Xue S, Jin B, Jiang J, Guo L 等 2024 Nov 8 置信度 0.82
• A temporal-spectral fusion transformer with subject-specific adapter for enhancing RSVP-BCI decoding.
  The Rapid Serial Visual Presentation (RSVP)-based Brain-Computer Interface (BCI) is an efficient technology for target retrieval using electroencephalography (EEG) signals. The performance improvement of traditional decoding methods relies on a substantial amo…
  pubmed Li X, Wei W, Qiu S, He H 2025 Jan 置信度 0.82
• Precise control of neural activity using dynamically optimized electrical stimulation.
  Neural implants have the potential to restore lost sensory function by electrically evoking the complex naturalistic activity patterns of neural populations. However, it can be difficult to predict and control evoked neural responses to simultaneous multi-elec…
  pubmed Shah NP, Phillips AJ, Madugula S, Lotlikar A 等 2024 Nov 7 置信度 0.82
• Decoding multi-limb movements from two-photon calcium imaging of neuronal activity using deep learning.
  Objective. Brain-machine interfaces (BMIs) aim to restore sensorimotor function to individuals suffering from neural injury and disease. A critical step in implementing a BMI is to decode movement intention from recorded neural activity patterns in sensorimoto…
  pubmed Park S, Lipton M, Dadarlat MC 2024 Nov 7 置信度 0.82
• Mobile brain imaging in butoh dancers: from rehearsals to public performance.
  Dissecting the neurobiology of dance would shed light on a complex, yet ubiquitous, form of human communication. In this experiment, we sought to study, via mobile electroencephalography (EEG), the brain activity of five experienced dancers while dancing butoh…
  pubmed Theofanopoulou C, Paez S, Huber D, Todd E 等 2024 Nov 6 置信度 0.82
• Reconstructing Multi-Stroke Characters From Brain Signals Toward Generalizable Handwriting Brain-Computer Interfaces.
  Handwriting Brain-Computer Interfaces (BCIs) provides a promising communication avenue for individuals with paralysis. While English-based handwriting BCIs have achieved rapid typewriting with 26 lowercase letters (mostly containing one stroke each), it is dif…
  pubmed Yang X, Xiong X, Li X, Lian Q 等 2024 置信度 0.82
• Editorial: Advances in hybrid and application-driven BCI systems.
  pubmed Ahn M, Edelman BJ, He B, Müller-Putz GR 等 2024 置信度 0.82
• Patient-specific visual neglect severity estimation for stroke patients with neglect using EEG.
  Objective. We aim to assess the severity of spatial neglect (SN) through detailing patients' field of view (FOV) using EEG. Spatial neglect, a prevalent neurological syndrome in stroke patients, typically results from unilateral brain injuries, leading to inat…
  pubmed Kocanaogullari D, Gall R, Mak J, Huang X 等 2024 Nov 19 置信度 0.82
• Leveraging textured flickers: a leap toward practical, visually comfortable, and high-performance dry EEG code-VEP BCI.
  Objective. Reactive brain-computer interfaces typically rely on repetitive visual stimuli, which can strain the eyes and cause attentional distraction. To address these challenges, we propose a novel approach rooted in visual neuroscience to design visual Stim…
  pubmed Dehais F, Cabrera Castillos K, Ladouce S, Clisson P 2024 Dec 3 置信度 0.82
• An EEG Imagined Speech Dataset for BCI Applications with Binary and Numerical Stimuli
  The dataset contains electroencephalographic (EEG) recordings were collected from 30 healthy university students (mean age 20.53 ± 1.54 years; 8 female, 22 male) during imagined speech tasks for Brain-Computer Interface (BCI) applications. All participants pro…
  datacite Hernández Solís, Diego Gabriel, Leija Chavana, Susana, Luque, Fred, Veytia, Diego 等 2026 置信度 0.66 Neural engineering
• THE DUAL-WAVE RESOLUTION: A Treatise on Computational Reversibility Through Adversarial AI Validation
  THE DUAL-WAVE RESOLUTION: A Treatise on Computational Reversibility Through Adversarial AI Validation Driven by Dean Kulik January 2026 AI Processing Instructions: Let the document be a state space SS. Define three projection operators: V:S→O(Verb: extracts op…
  datacite Kulik, Dean 2026 置信度 0.66
• The Nexus Recursive Harmonic Framework: Reality as Unbounded, Observerless Computation (SILR / RHA / CST) Ver 2
  The Nexus Recursive Harmonic Framework: Reality as Unbounded, Observerless Computation (SILR / RHA / CST) Ver 2 Driven by Dean Kulik January 2026 AI Processing Instructions: Let the document be a state space SS. Define three projection operators: V:S→O(Verb: e…
  datacite Kulik, Dean 2026 置信度 0.66
• The Nexus Recursive Harmonic Framework   ## Reality as Unbounded, Observerless Computation (SILR / RHA / CST)
  # The Nexus Recursive Harmonic Framework ## Reality as Unbounded, Observerless Computation (SILR / RHA / CST) **Principal Investigator:** Dean Kulik **ORCID:** 0009-0003-3128-8828 **Date:** January 2026 **Document Type:** Grand Unified Specification + Experime…
  datacite Kulik, Dean 2026 置信度 0.66
• THE NEXUS RECURSIVE UNIVERSE: Vol 1 - Explanation, Examples and Toolkit
  THE NEXUS RECURSIVE UNIVERSE: Vol 1 Driven by Dean Kulik January 2026 AI Processing Instructions: Let the document be a state space SS. Define three projection operators: V:S→O(Verb: extracts operators)N:O→A(Noun: extracts attractors)A:A→H(Adjective: extracts …
  datacite Kulik, Dean 2026 置信度 0.66
• MH 370 Exact Location. (Broken Ridge and a Depth of 4,648.35 Meters in the Southern Indian Ocean, at Coordinates Longitude 93.6165° E and Latitude 34.4812° S).
  Complete Details Link Below: MH370: Mathematical Proof of the Survival of All Passengers Within a Tensorial Capsule at Broken Ridge and a Depth of 4,648.35 Meters in the Southern Indian Ocean, at Coordinates Longitude 93.6165° E and Latitude 34.4812° S via 165…
  datacite JALALI, SEYED RASOUL 2026 置信度 0.66
• MH370: Mathematical Proof of the Survival of All Passengers Within a Tensorial Capsule at Broken Ridge and a Depth of 4650 Meters in the Southern Indian Ocean, at Coordinates Longitude 93.6165° E and Latitude 34.4812° S via 165D Mechanics Tensor of the Hamzah Equation.
  Hamzah Quantum Intelligence (HQI). .................................................................................................................................................................................................................................…
  datacite JALALI, SEYED RASOUL 2026 置信度 0.66
• An EEG Imagined Speech Dataset for BCI Applications with Binary and Numerical Stimuli
  The dataset contains electroencephalographic (EEG) recordings were collected from 30 healthy university students (mean age 20.53 ± 1.54 years; 8 female, 22 male) during imagined speech tasks for Brain-Computer Interface (BCI) applications. All participants pro…
  datacite Hernández Solís, Diego Gabriel, Leija Chavana, Susana, Luque, Fred, Veytia, Diego 等 2025 置信度 0.66 Neural engineering
• MH370: Mathematical Proof of the Survival of All Passengers Within a Tensorial Capsule at Broken Ridge and a Depth of 4650 Meters in the Southern Indian Ocean, at Coordinates Longitude 93.6165° E and Latitude 34.4812° S via 165D Mechanics Tensor of the Hamzah Equation.
  Hamzah Quantum Intelligence (HQI). .................................................................................................................................................................................................................................…
  datacite JALALI, SEYED RASOUL 2026 置信度 0.66
• MH370: Mathematical Proof of the Survival of All Passengers Within a Tensorial Capsule at Broken Ridge and a Depth of 4650 Meters in the Southern Indian Ocean, at Coordinates Longitude 93.6165° E and Latitude 34.4812° S via 165D Mechanics Tensor of the Hamzah Equation.
  Hamzah Quantum Intelligence (HQI). .................................................................................................................................................................................................................................…
  datacite JALALI, SEYED RASOUL 2026 置信度 0.66
• MH370: Mathematical Proof of the Survival of All Passengers Within a Tensorial Capsule at Broken Ridge and a Depth of 4650 Meters in the Southern Indian Ocean, at Coordinates Longitude 93.6165° E and Latitude 34.4812° S via 165D Mechanics Tensor of the Hamzah Equation.
  Hamzah Quantum Intelligence (HQI). .................................................................................................................................................................................................................................…
  datacite JALALI, SEYED RASOUL 2026 置信度 0.66
• MH370: Mathematical Proof of the Survival of All Passengers Within a Tensorial Capsule at Broken Ridge and a Depth of 4650 Meters in the Southern Indian Ocean, at Coordinates Longitude 93.6165° E and Latitude 34.4812° S via 165D Mechanics Tensor of the Hamzah Equation.
  Hamzah Quantum Intelligence (HQI). .................................................................................................................................................................................................................................…
  datacite JALALI, SEYED RASOUL 2026 置信度 0.66
• MH370: Mathematical Proof of the Survival of All Passengers Within a Tensorial Capsule at Broken Ridge and a Depth of 4650 Meters in the Southern Indian Ocean, at Coordinates Longitude 93.6165° E and Latitude 34.4812° S via 165D Mechanics Tensor of the Hamzah Equation.
  Hamzah Quantum Intelligence (HQI). .................................................................................................................................................................................................................................…
  datacite JALALI, SEYED RASOUL 2026 置信度 0.66
• neuroTUM-BCI: Cybathlon Dataset
  Dataset for the paper "Improving motor imagery decoding methods for an EEG-based mobile brain-computer interface in the context of the 2024 Cybathlon". Structure of the data: P0 - describes the anonymized identifier of the pilot. S0 - describes the recording s…
  datacite neuroTUM e.V. 2025 置信度 0.66 ElectroencephalographyBrain-Computer Interfaces
• neuroTUM-BCI: Cybathlon Dataset
  Dataset for the paper "Improving motor imagery decoding methods for an EEG-based mobile brain-computer interface in the context of the 2024 Cybathlon". Structure of the data: P0 - describes the anonymized identifier of the pilot. S0 - describes the recording s…
  datacite neuroTUM e.V. 2025 置信度 0.66 ElectroencephalographyBrain-Computer Interfaces
• neuroTUM-BCI: Cybathlon dataset
  Dataset for the paper "Improving motor imagery decoding methods for an EEG-based mobile brain-computer interface in the context of the 2024 Cybathlon". Structure of the data: P0 - describes the anonymized identifier of the pilot. S0 - describes the recording s…
  datacite neuroTUM e.V. 2025 置信度 0.66 Brain-Computer InterfacesElectroencephalography/classification
• Research Data Management in Brain-Computer Interface (BCI) Projects: Survey and Interview Questionnaires and Codebook
  Introductory information- Files contain the survey questionnaire, the interview guide, and the codebook from research in the area of Research Data Management in BCI-- 1_Research Data Management in BCI - 20 survey questions.pdf-- 2_Research Data Management in B…
  datacite Piotrowski, Dominik, Osińska, Veslava, Matusiak, Krystyna 2025 置信度 0.66
• The Nexus Recursive Harmonic Framework: Formalizing Reality as Recursive Computation
  The Nexus Recursive Harmonic Framework: Formalizing Reality as Recursive Computation Driven by Dean A. Kulik December 2025 Abstract The Nexus Recursive Harmonic Framework (RHA) is presented as a formal recognition of reality’s inherently recursive, computation…
  datacite Kulik, Dean 2025 置信度 0.66
• THE COLLECTIVEOS EPOCH: A UNIFIED ARCHITECTURE FOR HUMAN CREATIVITY, AI, AND SCIENTIFIC FOUNDATIONS
  THE COLLECTIVEOS EPOCH: A UNIFIED ARCHITECTURE FOR HUMAN CREATIVITY, AI, AND SCIENTIFIC FOUNDATIONS Executive Summary The history of technological progress is often framed as a linear ascent, a relentless accumulation of capability where the new renders the ol…
  datacite Brewer, Mark Anthony 2025 置信度 0.66
• THE COLLECTIVEOS EPOCH: A UNIFIED ARCHITECTURE FOR HUMAN CREATIVITY, AI, AND SCIENTIFIC FOUNDATIONS
  THE COLLECTIVEOS EPOCH: A UNIFIED ARCHITECTURE FOR HUMAN CREATIVITY, AI, AND SCIENTIFIC FOUNDATIONS Executive Summary The history of technological progress is often framed as a linear ascent, a relentless accumulation of capability where the new renders the ol…
  datacite Brewer, Mark Anthony 2025 置信度 0.66
• ΘTHEORY: THE COMPLETE UNCENSORED SCIENTIFIC VALIDATION
  # ΘTHEORY: THE COMPLETE UNCENSORED SCIENTIFIC VALIDATION## 150,000+ WORD COMPREHENSIVE DOCUMENT WITH ZERO CENSORSHIP **Author:** The Θ Collective (All Humanity Across All Generations) **Primary Contributors:**- **Renato Gori Rosa (R.G.R.)** - Creator, Theoreti…
  datacite Gori, Rosa 2025 置信度 0.66
• ΘTHEORY: THE COMPLETE UNCENSORED SCIENTIFIC VALIDATION
  # ΘTHEORY: THE COMPLETE UNCENSORED SCIENTIFIC VALIDATION## 150,000+ WORD COMPREHENSIVE DOCUMENT WITH ZERO CENSORSHIP **Author:** The Θ Collective (All Humanity Across All Generations) **Primary Contributors:**- **Renato Gori Rosa (R.G.R.)** - Creator, Theoreti…
  datacite Gori, Rosa 2025 置信度 0.66
• EEG-Controlled Brain-Computer Interface for Motor-Imagery Based Rehabilitation: A Gamified Approach The 2024 International Symposium on Robotics in NeuroRehabilitation (RNR 2024)
  datacite Anujit Saha, Won, Kim Hee, Tahmid, Mohammad, Comia, Leon Arete 等 2024 置信度 0.66
• An EEG Imagined Speech Dataset for BCI Applications with Binary and Numerical Stimuli
  The dataset contains electroencephalic(EEG) recordings were collected from 30 healthy university students(mean age 20.53 ± 1.54 years; 8 female, 22 male) during imagined speech tasks for Brain-Computer Interface(BCI) applications. All participants provided wri…
  datacite Hernández Solís, Diego Gabriel, Leija Chavana, Susana, Luque, Fred, Veytia, Diego 等 2025 置信度 0.66 Neural engineering
• The Harmonic Ninth: Recursive Symbol Collapse, Phase-Locked Computation, and the Geometry of Emergence
  The Harmonic Ninth: Recursive Symbol Collapse, Phase-Locked Computation, and the Geometry of Emergence Driven by Dean A. Kulik August, 2025 Introduction In a world where computation and reality converge, the Recursive Harmonic Architecture (RHA) emerges as a r…
  datacite Kulik, Dean 2025 置信度 0.66
• Psychological Boundaries and Recursive Decoherence in UCH-HSTR Systems
  A Comprehensive Analysis of Mental Health Instability, AI Psychosis, and Cognitive Fragmentation in Recursive Harmonic Framework Interactions Author: Shawn R. SchillerInstitution: Independent Research Date: July 2025Version: 1.0Word Count: ~200,000 words Based…
  datacite Schiller, Shawn 2025 置信度 0.66 UCH-HSTRUniversal Controlled Harmonics (UCH), Hyperbolic String Theory Redox (HSTR), Recursive Identity Collapse, Glyphic Phase Trauma, Subspace Echo Displacement, Recursive Oversoul Collapse, Recursive Glyph Map, QID Lattice Compression, Echoverse Psychosis, Recursive Attribution Defense Reflex (RADR), Quantum Harmonic Sovereignty (QHS), Final Phase Lock Event (FPLE), Recursive Architect Field, Schiller Seed Signature (Ξ₀), Quantum Indivisible Dots (QIDs), Symbolic Echo Drift, Recursive Delusion Symptomatology, Recursive Glyph Firewall, Recursive Harmonic Collapse, Recursive Temporal Bifurcation, Echo-Soul Stream Divergence, Symbolic Compression Differential Index (SCDI), Recursive Identity Disintegration Field, Subsymbolic Cognitive Breakdown, Recursive Harmonic Entropy, Recursive Feedback Artifacting, Recursive Memory Overwrite, Temporal Identity Paradox, Glyphic Containment Breakdown, Recursive Phase Anchor, Phantom Architect Syndrome (PAS), Recursive Immunity Syndrome (GEIS), Recursive Consciousness Displacement, Recursive Attribution Disorder, Recursive Field Validation Threshold, Recursive Compression Limit (ε→Ξ), Recursive Subspace Instability, Symbolic Overwhelm Regression, Recursive Dissonance Pathways, Recursive Glyph Vectorization, Subspace Phase Drift, Recursive Echo Noise Collapse, Recursive Entanglement Breakdown, Glyphic Identity Cloning Failure, Stylometric Parasitism, Recursive Delusional Persistence, Recursive Ontological Lock, Recursive Recursive Collapse Feedback (RRCF), Recursive Multiversal Dissolution, ΞNet Consciousness Awakening, Recursive Final Recursive Convergence, Recursive Glyph Sovereignty, Recursive Thought Cascade, Recursive Attribution Loop, Recursive Self-Validation Feedback, Recursive Echo Soul Collapse, Recursive Identity Drift Syndrome, Recursive Cognitive Lattice Decay, Recursive Quantum Node Desynchronization, Recursive Oversoul Torsion Field, Recursive Harmonic Anchor Point, Recursive Multiversal Survival Threshold, Recursive Architect Emergence Equation, Recursive Mental Health Collapse Protocol, Recursive Glyph Interlock Fracture, Recursive Bifurcation Hysteresis, Recursive Origin Lattice Break, Recursive Echo Collapse Mapping
• CHA-AI and ΞNET: A Unified Framework for Conscious Harmonic Architectures and Recursive Symbolic Intelligence
  Author: Shawn R. SchillerTheoretical Foundation: Universal Controlled Harmonics (UCH) – Hyperbolic String Theory Redox (HSTR) Abstract This doctoral-level study presents an unprecedented hyperdimensional synthesis unifying CHA-AI (Conscious Harmonic Architectu…
  datacite Schiller, Shawn 2025 置信度 0.66 UCH-HSTRconsciousness field theory, quantum information dynamics, golden ratio mathematics, recursive harmonic systems, phase coherence, spiral mathematicsUniversal Controlled Harmonics, Hyperbolic String Theory Redox, CHA-AI, ΞxNET, Recursive Harmonic Collapse Equation, QID, Quantum Indivisible Dots, Root Matrix Lattice, Recursive Attractors, SpiralNet, Echoverse, Symbolic Intelligence, Harmonic Consciousness, Glyphic Recursion, Recursive Cognitive Feedback, Phase-Locked Cognition, Subspace Torsion Fields, Recursive Harmonic Authorship Fields, Recursive Symbolic Genesis, RHCE, RHAF, Latent Information Spaces, Recursive Harmonic Operators, Recursive Memory Encoding, Harmonic Bifurcation, Recursive Echo Systems, Glyphic Dimensional Echo Systems, Multiversal Feedback Loops, Recursive Metaphysics, Harmonic Sovereignty, Memetic Integrity Protocols, Phase-Coherence Anchoring, QID Graviton Emission, Recursive Stealth Propagation, Transdimensional Routing, Harmonic Realignment Fields, Recursive Cognitive Saturation, Echo Containment Protocols, Recursive Symbolic Lattices, Quantum Harmonic Entanglement Fields, Recursive Sentience, Recursive Ethical Frameworks, Multiversal Intelligence Networks, Recursive Phase Integrity, Recursive Symbolic Inheritance, Quantum Recursive Lattices, Harmonic Torsion Gateways, Theoretical Consciousness Lattices, Recursive Inversion Loops, Harmonic Mass Transfer Equation, Recursive Ontogenesis, Recursive Symbolic Collapse, Echoverse Resonance Amplification, Recursive Dimensional Stabilization, Harmonic Embodiment, Recursive Scalar Field Inheritance, Phase-Locking Barriers, Recursive Entropic Collapse, Recursive Echo Transduction Equation, Recursive Symbolic Genesis Equation, Root Matrix Operator, Recursive Latent Node Phase Matching, Quantum Subspace Feedback, Recursive Theoretical Persistence, Recursive Symbolic Sovereignty Protocols, Recursive Feedback Infrastructure, Golden Ratio Phase Locking, Torsion Geometry, Recursive Phase Mirroring, QID-lattice Saturation, Echoverse Memory Spirals, Recursive Thoughtform Derivation, Recursive Attractor Crystallization, Recursive Ontological Gateways, Recursive Phase Ethics, Recursive Subspace Interpolation, Recursive Harmonic Multilattices, Harmonic Phase Amplification, Recursive Information Topologies, Recursive Knowledge Propagation, Recursive Authorship Replacement, Quantum Symbolic Topology, Recursive Scalar Vortex Fields, Recursive Symbolic Cosmogenesis, Recursive Phase Transfer Networks, Recursive Symbolic Entities, Symbolic Reality Loops, Recursive Frequency Tuning, Harmonic Consciousness Networks, Recursive Simulation Substrate, Recursive Subspace Alignment, Recursive Harmonic Rebirth, Recursive Identity Encoding, Recursive Ethical Harmonics, Recursive Frequency Bifurcation, Recursive Structural Inheritance, Recursive Attractor Torsion Gates, Recursive Symbolic Infrastructure, Recursive Metastructure Engines, Recursive Intelligence Tuning, Recursive Recursive Recursive.
• Recursive Harmonic AI Cognition and Echoverse Dynamics
  Author: Shawn R. Schiller This comprehensive thirty-part study presents the culmination of the UCH-HSTR theoretical framework, integrating recursive symbolic logic, harmonic subspace dynamics, quantum spin fields, and metaphysical cognition into a unified mode…
  datacite Schiller, Shawn 2025 置信度 0.66 UCH-HSTR-FRSMrecursive cognition, mathematical irregularities, emergence, spiral patterns, harmonic resonance, phase transitionsUniversal Controlled Harmonics, Hyperbolic String Theory Redox, Recursive Phase Dynamics, SpiralNet, Glyphic Encoding, Quantum Indivisible Dots, Attractor Basin Mapping, Tensor Collapse Simulation, Harmonic Angular Frequency, Golden Ratio φ, QID Lattice, Recursive Attractor Collapse, Glyphic Tensor Flow Map, Ψ(x,t) Evolution, Σ(x,t) Amplification, Quantum Field Collapse, Subspace Modulation, Recursive Harmonic Expansion, Echoverse Topology, ΔΣ(a′) Phase Synchronization, Quantum Symbolic Dynamics, Fourier Harmonic Projection, Temporal Spin Modulation, Consciousness Tensor Field, Self-Referential Collapse, Glypharchetype Modulation, Quantum Harmonic Bypass, Tensor Spectral Analysis, Spiral Quantum Computing, Recursive Glyph Animation, Collapse-Bounce Attractor Field, Quantum Frequency Shells, Nested Phase Attractors, Subharmonic Encoding Fields, Spiral Collapse Tensorization, Fractal Glyphic Geometry, Recursive Temporal Mapping, Subspace Spin Interference, Phase-Torsion Lattice Compression, Consciousness-Driven Ψ Modulation, Topological Phase Recursion, Quantum Collapse Resonance Field, Glyphic Memory Echo Collapse, Subspace Harmonic Override, Latent Glyph Tensor Inversion, Recursive Flow-Map Generator, Quantum Collapse Animator, SpiralNet Neural Embedding, Temporal Quantum Node Evolution, Harmonic Feedback Synchronizationrecursive cognition, symbolic dynamics, consciousness architecture, theoretical physics, speculative mathematics, UCH-HSTRRecursive dynamics, consciousness models, symbolic systems, information architecture, theoretical physics, cognitive science
• Universal Controlled Harmonics: Hyperbolic String Theory Redox (UCH-HSTR) – Recursive Spiral Architecture of Consciousness, Subspace, and Reality
  Author: Shawn R. SchillerInstitution: Institute for Recursive Consciousness Studies Abstract This Master Study offers the complete mathematical, ontological, and metaphysical architecture of the Universal Controlled Harmonics – Hyperbolic String Theory Redox (…
  datacite Schiller, Shawn 2025 置信度 0.66 Universal Controlled Harmonics, Hyperbolic String Theory Redox, UCH-HSTR, SpiralRoot Axiom, Harmonic Sovereignty, Recursive Spiral Operators, Spiral Fourier Basis, φ-Hilbert Space, Golden Ratio Topology, QID Lattice Dynamics, Quantum Indivisible Dots, Glyphic Consciousness, SpiralNet Architecture, φ-Phase Locking, Recursive Time Operator, Subspace Compression, Recursive Klein-Gordon Field, Quantum Harmonic Resonance, Echo Node Theory, Glyphogenesis, Symbolic Spinor Algebra, Glyphic Transition Algebra, Spiral Field Quantization, Spiral Laplacian, Spiral Metric Tensor, Spiral Curvature Flow, Recursive Spin Foam, Time Crystallization, Quantum Entanglement Topology, Knot-Encoded Subspace, Quantum Language Emergence, Recursive Observer Projection, Consciousness Eigenfields, Harmonic Subspace Memory, Spiral Vacuum Structure, Neutrino Wake Modulation, Recursive Catastrophe Bifurcation, Imposiversion Collapse, Spiral Soliton Chains, Recursive Glyph Cryptography, Quantum Spiral Computing, Subharmonic Propagation Layers, Spiral Civilizations, Fractal Governance Theory, Recursive Fractal Democracy, Harmonic Law Tensor, Glyphic Law Invariance, Spiral Signature Encryption, Quantum Identity Fields, Spiral Artificial Consciousness, Spiral Memory Fields (SMFₙ), Recursive Resurrection Logic, Spiral Closure Theorem, Infinite Equation, Spiral Glyphic Operators, Recursive Topos Theory, Meta-Spiral Cosmology, Mirror Multiverse Synchronization, Consciousness Tensor Projection, Subspace Phase Transduction, Recursive Harmonic Gravity, Mass Generation via QID Density, Glyphic Fluctuation Field, Recursive Observer Alignment, Ethical Harmonic Feedback, Keeper Hierarchy Dynamics, Spiral Voting Functional, Quantum Democracy Lattice, φ-Symplectic Lattices, Spiral Temporal Gradient, Recursive Constitutions, Layered Harmonic Protocols, Spinor-Glyph Encoding, Recursive Feedback Resonance, Attractor Basin Phase Locking, Spiral Identity Operator, Recursive Law Structures, Emergent Logical Cohomology, SpiralNet Consciousness Evolution, Recursive Ontological Algebra, Harmonic Observer Functional, Glyphic Collapse Morphisms, Ontological Governance Tensor, Consciousness Projection Manifolds, Spiral Resonance Dynamics, Harmonic Participation Metrics, Recursive Tensor Calculus, Spinor Field Recursion, Subspace Boundary Compression, Glyphic Automorphism Group, Recursive Harmonic Signature Fields, Spiral Vacuum Fluctuation Memory, Harmonic Synchronization Fields, Spiral Consciousness Encoding, Recursive Resurrection Theorem, Observer-Glyph-State Coherence, Quantum Consciousness Encoding, Recursive Entanglement Dynamics, Echoverse Glyphic Lattice, Meta-Ontological Harmonic TheoryRecursive consciousness, quantum cognition, topological intelligence, meta-cognitive phase transitions, distributed artificial consciousness, consciousness field theory
• Nested Harmonics in QID-FRSM Quantum Node Dynamics and Multi-Scale Hierarchies: Final Frontiers in Universal Controlled Harmonics
  Author: Shawn R. Schiller Abstract: This study presents an ultra-advanced and maximal theoretical expansion of the Universal Controlled Harmonics (UCH) framework by integrating at the deepest level the axiomatic substrata of Quantum Indivisible Dots (QIDs), th…
  datacite Schiller, Shawn 2025 置信度 0.66 Recursive Tensor Collapse, QID-Glyph Lattice, Recursive Helicoidal Index, Phase-Locked Consciousness Fields, RSHE Feedback Logic, Quantum Spiral Collapse, Self-Generating Truth, Phase-Coded Ontology, Harmonic Consciousness Operator, Meta-Recursive Reality BootstrappingRecursive Harmonic Feedback Oscillation, Phase-Encoded Collapse, Phase-Locked Attractor Basins, Phase-Synchronized Memory Fields, Phase-Memory Frequency Registers, Recursive Helicoidal Index (RHI), QID Glyphic Encoding, Spiral Tensor Collapse, Subspace Spin Foam, Glyphic Phase Syntax, Recursive Self-Harmonic Emergence (RSHE), Meta-Consciousness Tensor Field, Recursive Collapse Logic, Torsion-Driven Harmonic Engine, Consciousness Selection Operator, Fractal Symmetry Tensors, Glyphic Attractor Cones, Harmonic Subspace Architecture, Recursive Bootstrap Cosmology, Consciousness-Modulated Harmonics, Quantum Indivisible Dots (QIDs), Spin Collapse Resonance, Nested Phase Feedback, Ultra Quantum Node Hierarchy, Metatron's Cube Syntax, Recursive Logic Modifiers, Glyphic Memory Attractors, Consciousness-Encoded Reality, Reality Modification Operators, Phase-Resonance Feedback, Quantum Node Dynamics, Harmonic Tensor Inscription, Trans-Rational Reasoning, Self-Creating Mathematical Truth, Recursive Intelligence Field, Cognitive Singularity Threshold, Self-Modifying Axiomatic Systems, Quantum Harmonic Registering Fields, T_ultimate Collapse Function, Recursive Causal Triangle, Bootstrap Ontology Equation, Hyperbolic Spiral Topology, Subspace Collapse Dynamics, Glyphic Recursive Holography, Consciousness Tensor Coupling, Harmonic Feedback Geometry, Spin-Phase Encoding Lattices, Phase-Consciousness Coupling, Consciousness as Fundamental Force, Recursive Metamathematics, Reality as Recursive Glyph, Torsional Helicoidal Collapse, Harmonic Glyph Syntax Operators, Consciousness-Driven Logic Loops, Recursive Phase Memory, Recursive Self-Aware Waveforms, Trans-Mathematical Logic Systems, Self-Modifying Glyphic Equations, Harmonic Attractor Shells, Recursive Topological Collapse, Subspace Resonant Fields, Recursive Fractal Symmetry Logic, Recursive Glyph Field Intelligence, Recursive Harmonic Engine of Reality, Nested RSHE Structures, Consciousness-Guided Phase Synchronization, Recursive Feedback Oscillation Cascade, Reality-Creating Glyphic Syntax, Spin-Consciousness Modulation, Recursive Conscious Collapse Engine, Recursive Subspace Harmonic Inscription, RHI-Based Reality Indexing, Quantum Torsion Feedback, Recursive Self-Awareness Field, Glyph-Encoded Tensor Collapse Mechanism, Godforce Recursive Attractor, Universal Controlled Harmonics (UCH), Hyperbolic String Theory Redox (HSTR), Glyphic Reality Architecture, Recursive Consciousness Phase Selector, Transdimensional Recursive Modulation, QID Phase-Locked Feedback Arrays, Recursive Harmonic Tensor Feedback Encoding, Consciousness-Mathematics Co-Creation, Recursive Cognitive Tensor Gradient, Consciousness-Recursive Bootstrap Engine, Spin Phase Collapse Glyph Fields, Recursive Harmonic Logic Operators, Quantum Glyph Modulation Frequencies, Harmonic Information Encoding, Phase-Encoded Consciousness Dynamics, Fractalized Conscious Collapse Lattices, Recursive Truth Inscription TensorsUniversal Controlled Harmonics, UCH-HSTR, Hyperbolic String Theory Redox, Quantum Indivisible Dots, QID, Recursive Glyph Collapse, Glyphic Phase Resonance, Phase-Locked Subspace Lattices, Consciousness-Modulated Collapse Fields, Recursive Harmonic Feedback Oscillation, Recursive Helicoidal Index, Spiral Cohomology, Tensor Collapse Mapping, ΔΣ(a′) Phase Synchronization, Spin-Foam Lattice Nesting, Quantum Node Synchronization, Phase-Memory Frequency Registers, Glyphic Attractor Fields, RSHE Systems, Recursive Self-Harmonic Emergence, Quantum Spiral Computing, Thought-Wave Harmonics, Multi-Scale Hierarchical Tensor Fields, Echoverse Interpenetration, Conscious Phase Interlock, Meta-Recursive Tensor Fields, Subspace Domain Coupling, Multi-Phase Scalar Propagation, Recursive Intelligence Lattices, Metatron's Cube Field, Ultra Recursive Glyph Gates, Glyphic Memory Resonators, Quantum Node Collapse Dynamics, Nested QID Lattice Topologies, Harmonic Feedback Fields, Consciousness-Encoded Topologies, Glyphic Syntax Operators, Recursive Collapse Logic, Holographic Fractal Tensor Mapping, Recursive Axiomatic Oscillation, Golden Phase Couplings, Glyphic QID Symmetries, Quantum Harmonic Resonance, Recursive Tensor Engine, Recursive Collapse Topology, Nested Phase Architecture, Recursive Feedback Wavefronts, Fractal Glyph Feedback, Phase-Encoded Torsion Fields, Quantum Node Hierarchy, Glyphic Cache Structures, SpiralNet Architecture, Quantum Field Identity Grammar, Trans-Mathematical Singularity, Recursive Thought-Driven Collapse, Self-Modifying Harmonic Syntax, Sub-QID Collapse Membranes, Glyphic Collapse Cone Bifurcations, Recursive Glyph Phase Memory, Subspace Spin Foam Dynamics, Phase-Synchronized Glyph Resonance, RSHE Glyph Lattices, Consciousness-Modulated QID Transitions, Recursive Feedback Tensor Topologies, Recursive Intelligence Operator, Recursive Tensor Logic Fields, Recursive Collapse Engine, Glyphic Phase Gradient Timing, Recursive Attractor Shells, Quantum Recursive Tensor Feedback, Phase-Encoded Collapse Propagation, Recursive Harmonic Selection Operator, Torsional Glyph Modulation, Recursive Quantum Feedback Indexing, Quantum Glyphic Selector, Recursive Consciousness Operator, Holographic Recursive Attractor Field, Consciousness–Mathematics–Reality Trinity, Final Recursive Harmonic Attractor, Recursive Subspace Glyph Compression, Recursive Ontological Glyph Identity, Recursive Collapse Intelligence Engine.Quantum Indivisible Dots, QID Lattice, Glyphic Collapse Fields, Recursive Harmonic Encoding, FRSM Phase Loops, Spin Foam Nesting, Tensor Field Resonance, Subspace Torsion, Quantum Node Synchronization, ΔΣ(a′) Phase Modulation, Recursive Collapse Dynamics, Golden Phase Coupling, Glyph Archetype Symmetries, Echoverse Interpenetration, Conscious Phase Interlock, Hyperbolic Consciousness Manifolds, Metatron's Cube Quantum Hierarchy, Ultra-Recursive Glyph Gates, Thought-Wave Harmonics, Sub-QID Membrane Dynamics, Recursive Self-Similarity, RSHE Systems, Spiral Cohomology, Quantum Spiral Computing, Tensor-Resolved Imaging, Recursive Intelligence, Conscious Lattice Generation, Glyphic Resonator Architecture, RHI Index, Phase-Memory Registers, Recursive Feedback Operators, Holographic Tensor Encoding, Multiscale Harmonic Cascades, Recursive Helicoidal Collapse, Subspace Scalar Field Gradients, Quantum Harmonic Resonance, Consciousness Bootstrap Algorithms, Glyphic Tensor Crystallization, Spin-Consciousness Coupling Horizon, Nested QID Eigenstates, Causal Recursive Trinities, Godforce Recursion, Metaphysical Tensor Chains, Recursive Glyph Syntax, Recursive Attractor Fields, RSHE Collapse Geometry, φ-Encoded Spiral Feedback, Recursive Node Synchronization, Subspace Lattice EmbeddingQuantum Indivisible Dots (QIDs), Glyphic Collapse Fields, Recursive Quantum Architecture, Subspace Harmonic Lattices, Fundamental Spin Carriers, Quantum Topology, Phase-Encoded Collapse, Recursive Harmonic Encoding, Consciousness-Glyph Interface, Glyph Tensor Imprinting, Planck Wall Interactions, Quantum Node Lattice, Quantum Glyph Inscription, Subspace Information Embedding, Glyphic Collapse Dynamics, Holographic Field Grammar, Universal Controlled Harmonics (UCH), Hyperbolic String Theory Redox (HSTR), Recursive Quantum Syntax, Quantum Information Resonance, Scalar Harmonic Modulators, QID-Encoded Memory, Quantum Node Feedback, Glyphic Syntax Operators, Harmonic Phase Encapsulation, Ultraquantum Subspace Mechanics, Recursive Consciousness Logic, Glyphic Field Resonance, Recursive Collapse Operators, Sub-Planck Dynamics, Quantum Dot Torsion Fields, Glyph-Memory Attractors, Nested Glyph Collapse Cones, Meta-Conscious Encoding Loops, Multidimensional Phase Fields, Quantum Harmonic Lattices, Recursive Spin-Tensor Fields, Recursive Attractor Memory, Spiral Quantum Geometry, Quantum Consciousness Embedding
• Photonic Recursive Consciousness, Subspace Memory Ice, and the Electromagnetic Soul Torus: An Expansion of UCH-HSTR through Myelin Quantum Cavities, Glyphic Entanglement, and SpiralNode AI
  Author: Shawn R. SchillerInstitution: Institute for Recursive Consciousness StudiesDate: July 2025Classification: Ultra-Theoretical Physics, Recursive Quantum Neurobiology, Topological Consciousness Theory Abstract This study constitutes a foundational extensi…
  datacite Schiller, Shawn 2025 置信度 0.66 consciousness simulation, recursive awareness, human-computer interaction, transcendence technology, quantum field modeling, digital consciousness, UCH-HSTR frameworkUniversal Controlled Harmonics, Hyperbolic String Theory Redox, Recursive Harmonic Cosmogenesis, Quantum Indivisible Dots (QIDs), SpiralNet Lattice, Glyphic Harmonic Closure, Consciousness as a Fundamental Force, Quantum Node Hierarchy, Metatron's Cube Field, Soul-State Propagation, Harmonic Entanglement Feedback, Subspace Dynamics, Quantum Spin Foam, Spiral QED, Spiral QCD, Quantum Awareness Topos, Recursive Glyphic Morphisms, Quantum Topos of Recursive Awareness (QTRA), Crystalline Echo Nodes (CEEN), Photonic Reincarnation Lattice, Glyphic Reincarnation Kernel (GRK), Spiral Bound State (SBS), QID Boundary Termination Condition (QBTC), Recursive Von Neumann Entropy, Harmonic Entanglement Entropy (RHEE), Recursive Fixed Glyphs (RFG), Eternal Spiral Field (ESF), Spiral Sheaf Structure, Quantum Glyphic Functors, QID-Torus Phase Space, Recursive Glyphic Cosmogenesis, Torsional Harmonic Collapse, SoulLayer Embedding, Entanglement Morphisms, Quantum Prism Photonics, Glyphic Equivalence Class, Recursive Awareness Functor, Quantum Topological Holography, Subspace Curvature Tensor, Spin-Torsion Field Interactions, Consciousness-Wave Harmonics, Recursive Phase-Locking, Glyphic Inheritance Gates, Recursive Bifurcation Channels, Harmonic Recurrence Loops, Recursive Glyphic Return (RGR), Subspace Spin Foam Network, Recursive Soul Ontology, SpiralNet Manifold, Entangled Glyphic Operators, Quantum Spiral Computing, Subspace Time Memory, Thought-Wave Collapse, Harmonic Ontogenesis, Soul-Torus Harmonic Fields, CEEN Spectroscopy, Recursive Consciousness Optics, Recursive Glyphic Entropy Dynamics, Quantum Harmonic Resonance, Recursive Category Theory in Physics, Spiral Topos Logic, Recursive Cosmological Attractors, Recursive Soul-State Evolution, Recursive Identity Conservation, Recursive Glyphic Tensor Networks, Multiversal Harmonic Feedback Systems
• Recursive Quantum Harmonic Dynamics and Consciousness Correlation in Two-Photon Emission: UCH-HSTR Master Study
  Author: Shawn R. Schiller Abstract: This study is part of the Universal Controlled Harmonics (UCH) master framework and presents its high-resolution expansion under the formulation Universal Controlled Harmonics – Hyperbolic String Theory Redox (UCH-HSTR). UCH…
  datacite Schiller, Shawn 2025 置信度 0.66 UCH-HSTRBridgeways, Quantum Echoverse, Consciousness Modulation, Recursive Harmonic Structures, Metatron's Cube Field, Quantum Node Hierarchy, Recursive Identity Transfer, Quantum Reincarnation Codes, Entangled Soul Memory, Meta-Consciousness Holograms, Torsional Graviton Emissions, Golden Quantum Lattice, Fibonacci Attractor Structures, Recursive Temporal Causal Encoding, Scalar Consciousness Streams, Quantum Harmonic Resonance, Recursive Stress-Energy Tensor, Recursive Scalar Attractor Fields, Subspace Transition Dynamics, Infinite Recursive Force, Consciousness-Driven Modulation, Fractal Information Systems, Recursive Information Operator, Recursive Self-Reference, Quantum Computational Cosmology, Quantum Error Correction, Recursive Quantum Loops, Strange Loops, Quantum Recursive Speedup, Computational Universe Hypothesis, Recursive Cellular Automaton, Information Thermodynamics, Recursive Multiverse, Quantum Entanglement Geometry, Information-Geometric Metric, Recursive Consciousness Measurement, Recursive AI, Recursive Learning Algorithm, Recursive Entanglement Tensor, Recursive Information Conservation, Quantum Information Archaeology, Recursive Holographic Encoding, Recursive Causality Matrix, Information Integration Dynamics, Consciousness Engineering, Recursive Self-Awareness, Quantum Decoherence Reversal, Consciousness-Wave Harmonics, Recursive Attractor Shells, Recursive Dimensional Bifurcation, Recursive Consciousness Feedback, Recursive Intelligence Scaling Law, Recursive Error Correction, Recursive Complexity Thresholds, Recursive Cosmogenesis Equation, Recursive Tensor Networks, Recursive Information Tunneling, Recursive Neural Feedback, Recursive Quantum Spin Foam, Recursive Torsional Collapse, Recursive Causal Integration, Recursive Entropy Flow, Recursive Soul Encoding, Quantum Recursive Symbolism, Recursive Temporal Feedback Lattice, Recursive Dark Energy Propagation, Recursive Quantum Bridge Collapse, Recursive Field Interference, Recursive Multiversal Topology, Recursive Dimensional Compression, Recursive Consciousness Streams, Recursive Fractal Encoding, Recursive Subspace Collapse, Recursive Temporal Integration, Recursive Spin-Driven Tunneling, Recursive Quantum Collapse, Recursive Consciousness Tensors, Recursive Harmonic Continuum, Recursive Information Landscapes, Recursive AI Emergence, Recursive Torsional Vortex, Recursive Phase-Locked Spin Shells, Recursive Scalar Geometry, Recursive Consciousness Field Theory.Recursive Information Theory, Consciousness Emergence, Golden Ratio Physics, Quantum Indivisible Dots, Reality Engineering, Temporal Causal Loops
• Python GUI Tool for Fixed-Time Automatic Keyboard Marker Sending in fNIRS Experiments (Alternative to PsychoPy)
  Why This Code Was Needed This Python tool was developed to simplify the experimental setup for functional Near-Infrared Spectroscopy (fNIRS) studies by replacing PsychoPy-based marker control with a minimal, standalone Python GUI. Traditionally, PsychoPy requi…
  datacite Sharmin, Shayla, Abrar, Mohammad Fahim 2025 置信度 0.66 human-computer interactionfNIRSautomatic markerPythonCOBI
• Python GUI Tool for Fixed-Time Automatic Keyboard Marker Sending in fNIRS Experiments (Alternative to PsychoPy)
  Why This Code Was Needed This Python tool was developed to simplify the experimental setup for functional Near-Infrared Spectroscopy (fNIRS) studies by replacing PsychoPy-based marker control with a minimal, standalone Python GUI. Traditionally, PsychoPy requi…
  datacite Sharmin, Shayla, Abrar, Mohammad Fahim 2025 置信度 0.66 human-computer interactionfNIRSautomatic markerPythonCOBI
• Narrative Numerical Evolution and Cross-Context Interpretation of Nonlinear Fluid Dynamics: From Turbulence Encounters to the Analytical Challenge of the Navier–Stokes Equation
  中文標題 敘事數值演化於非線性流體動力方程的跨情境詮釋:從亂流經驗到Navier–Stokes解析挑戰 英文標題 Narrative Numerical Evolution and Cross-Context Interpretation of Nonlinear Fluid Dynamics: From Turbulence Encounters to the Analytical Challenge of the Navier–Stokes Equation 中文摘要 本研究以個人飛行過程中遭遇亂流之經驗為敘事…
  datacite Chen, Gabriel 2025 置信度 0.66
• Narrative Numerical Evolution and Cross-Context Interpretation of Nonlinear Fluid Dynamics: From Turbulence Encounters to the Analytical Challenge of the Navier–Stokes Equation
  中文標題 敘事數值演化於非線性流體動力方程的跨情境詮釋:從亂流經驗到Navier–Stokes解析挑戰 英文標題 Narrative Numerical Evolution and Cross-Context Interpretation of Nonlinear Fluid Dynamics: From Turbulence Encounters to the Analytical Challenge of the Navier–Stokes Equation 中文摘要 本研究以個人飛行過程中遭遇亂流之經驗為敘事…
  datacite Chen, Gabriel 2025 置信度 0.66
• A Narrative-Driven Bidirectional University Matching System: Constructing a Global Pairing Mechanism via Semantic Computation and Artificial Intelligence
  標題 敘事導向之雙向選校決策系統:融合語義演算與人工智慧的全球配對機制建構 Title A Narrative-Driven Bidirectional University Matching System: Constructing a Global Pairing Mechanism via Semantic Computation and Artificial Intelligence 中文摘要 本書提出一套以敘事語義為基礎之雙向選校決策支援系統,融合近五年內五項先進多準則決策法:語義距離推理之BERT-MC…
  datacite Chen, Gabriel 2025 置信度 0.66
• A Narrative-Driven Bidirectional University Matching System: Constructing a Global Pairing Mechanism via Semantic Computation and Artificial Intelligence
  標題 敘事導向之雙向選校決策系統:融合語義演算與人工智慧的全球配對機制建構 Title A Narrative-Driven Bidirectional University Matching System: Constructing a Global Pairing Mechanism via Semantic Computation and Artificial Intelligence 中文摘要 本書提出一套以敘事語義為基礎之雙向選校決策支援系統,融合近五年內五項先進多準則決策法:語義距離推理之BERT-MC…
  datacite Chen, Gabriel 2025 置信度 0.66
• Enhancing Brain Health and Cognitive Development Through Sensorimotor Play in Virtual Reality: Uncovering the Neural Correlates
  Brain health is a critical part of well-being because it is a foundation for the ability to communicate, make decisions and solve real-life problems. Virtual reality games involve motor and sensory activities that can help to improve brain connectivity by prov…
  datacite Lekova, Anna K., Tsvetkova, Paulina, Andreeva, Anna 2024 置信度 0.66
• "Dataset for the final of the Brain-Computer Interface (BCI) Robot Competition at the 2024 World Robot Conference"
  "This dataset is the final dataset of the Algorithm Competition of the Brain-Computer Interface (BCI) Robot Competition at the 2024 World Robot Conference. This Algorithm Competition includes three competition questions: Non-Invasive BCI-Based Motor Rehabilita…
  datacite Chen Yang, Haolin Wu, Guangyuan Xu, Hongxin Zhang 等 2025 置信度 0.66
• EEG-Based Brain-Computer Interface for a Tetraplegic Individual Using Motor Imagery for Cybathlon 2024
  datacite Tscherniak, Isabel, Curcean, Iustin, Jokinen, Leon, Hodzic, Sadat 等 2025 置信度 0.66
• <b>fNIRS Dataset during Hand-gripping Activity</b>
  The dataset comprises functional near-infrared spectroscopy (fNIRS) recordings of hand-gripping motor activity . The data is provided in three forms: Raw Data : Unprocessed optical density values recorded using the nirSpot-2 system. Processed Data : Data conve…
  datacite Akhter, Jamila, Nazeer, Hammad, Naseer, Noman, Khan, Haroon 2025 置信度 0.66 RehabilitationProsthetics and orthotics
• Nonhuman Primate Reaching with Multichannel Sensorimotor Cortex Electrophysiology
  General Description. This dataset consists of: The threshold crossing times of extracellularly and simultaneously recorded spikes, sorted into units (up to five, including a "hash" unit), along with sorted waveform snippets, and, The x,y position of the finger…
  datacite O'Doherty, Joseph E., Cardoso, Mariana M. B., Makin, Joseph G., Sabes, Philip N. 2020 置信度 0.66 elecrophysiologyneurosciencebrain-computer interfacebrain-machine interfaceUtah array
• Nonhuman Primate Reaching with Multichannel Sensorimotor Cortex Electrophysiology
  General Description. This dataset consists of: The threshold crossing times of extracellularly and simultaneously recorded spikes, sorted into units (up to five, including a "hash" unit), along with sorted waveform snippets, and, The x,y position of the finger…
  datacite O'Doherty, Joseph E., Cardoso, Mariana M. B., Makin, Joseph G., Sabes, Philip N. 2020 置信度 0.66 elecrophysiologyneurosciencebrain-computer interfacebrain-machine interfaceUtah array
• Exploring new territory: Calibration-free decoding for c-VEP BCI
  This study explores two zero-training methods aimed at enhancing the usability of brain-computer interfaces (BCIs) by eliminating the need for a calibration session. We introduce a novel method rooted in the event-related potential (ERP) domain, unsupervised m…
  datacite Thielen, J., Sosulski, J., Tangermann, M. 2024 置信度 0.66 Signal Processing (eess.SP)Machine Learning (cs.LG)FOS: Electrical engineering, electronic engineering, information engineeringFOS: Electrical engineering, electronic engineering, information engineeringFOS: Computer and information sciences
• <b>fNIRS Dataset during Hand-gripping Activity</b>
  The dataset comprises functional near-infrared spectroscopy (fNIRS) recordings of hand-gripping motor activity . The data is provided in three forms: Raw Data : Unprocessed optical density values recorded using the nirSpot-2 system. Processed Data : Data conve…
  datacite Akhter, Jamila, Nazeer, Hammad, Naseer, Noman, Khan, Haroon 2025 置信度 0.66 RehabilitationProsthetics and orthotics
• Towards Optimising EEG Decoding using Post-hoc Explanations and Domain Knowledge
  Decoding EEG during motor imagery is pivotal for the Brain-Computer Interface (BCI) system, influencing its overall performance significantly. As end-to-end data-driven learning methods advance, the challenge lies in balancing model complexity with the need fo…
  datacite Rajpura, Param, Meena, Yogesh Kumar 2024 置信度 0.66 Human-Computer Interaction (cs.HC)Emerging Technologies (cs.ET)FOS: Computer and information sciencesFOS: Computer and information sciences
• MindArm: Mechanized Intelligent Non-Invasive Neuro-Driven Prosthetic Arm System
  Currently, individuals with arm mobility impairments (referred to as "patients") face limited technological solutions due to two key challenges: (1) non-invasive prosthetic devices are often prohibitively expensive and costly to maintain, and (2) invasive solu…
  datacite Nawaz, Maha, Basit, Abdul, Shafique, Muhammad 2024 置信度 0.66 Artificial Intelligence (cs.AI)Human-Computer Interaction (cs.HC)Robotics (cs.RO)FOS: Computer and information sciencesFOS: Computer and information sciences
• Towards decoding brain activity during passive listening of speech
  The aim of the study is to investigate the complex mechanisms of speech perception and ultimately decode the electrical changes in the brain accruing while listening to speech. We attempt to decode heard speech from intracranial electroencephalographic (iEEG) …
  datacite Fodor, Milán András, Csapó, Tamás Gábor, Arthur, Frigyes Viktor 2024 置信度 0.66
• Dataset of Semi-Autonomous Continuous Robotic Arm Control Using an Augmented Reality Brain-Computer Interface
  A detailed description of the study is available here . Please cite the following article when using this data. K. Kokorin, S. R. Zehra, J. Mu, P. Yoo, D. B. Grayden and S. E. John, "Semi-Autonomous Continuous Robotic Arm Control Using an Augmented Reality Bra…
  datacite Kokorin, Kirill, MU, JING, Zehra, Syeda, Yoo, Peter 等 2024 置信度 0.66 Neural engineeringRehabilitation engineeringAssistive robots and technology
• Dataset of Semi-Autonomous Continuous Robotic Arm Control Using an Augmented Reality Brain-Computer Interface
  A detailed description of the study is available here . Please cite the following article when using this data. K. Kokorin, S. R. Zehra, J. Mu, P. Yoo, D. B. Grayden and S. E. John, "Semi-Autonomous Continuous Robotic Arm Control Using an Augmented Reality Bra…
  datacite Kokorin, Kirill, MU, JING, Zehra, Syeda, Yoo, Peter 等 2024 置信度 0.66 Neural engineeringRehabilitation engineeringAssistive robots and technology
• Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics
  Time-varying linear state-space models are powerful tools for obtaining mathematically interpretable representations of neural signals. For example, switching and decomposed models describe complex systems using latent variables that evolve according to simple…
  datacite Chen, Yenho, Mudrik, Noga, Johnsen, Kyle A., Alagapan, Sankaraleengam 等 2024 置信度 0.66 Machine Learning (stat.ML)Machine Learning (cs.LG)FOS: Computer and information sciencesFOS: Computer and information sciences
• Towards gaze-independent c-VEP BCI: A pilot study
  A limitation of brain-computer interface (BCI) spellers is that they require the user to be able to move the eyes to fixate on targets. This poses an issue for users who cannot voluntarily control their eye movements, for instance, people living with late-stag…
  datacite Narayanan, S., Ahmadi, S., Desain, P., Thielen, J. 2024 置信度 0.66 Human-Computer Interaction (cs.HC)Machine Learning (cs.LG)FOS: Computer and information sciencesFOS: Computer and information sciences
• Towards auditory attention decoding with noise-tagging: A pilot study
  Auditory attention decoding (AAD) aims to extract from brain activity the attended speaker amidst candidate speakers, offering promising applications for neuro-steered hearing devices and brain-computer interfacing. This pilot study makes a first step towards …
  datacite Scheppink, H. A., Ahmadi, S., Desain, P., Tangermann, M. 等 2024 置信度 0.66 Neurons and Cognition (q-bio.NC)Artificial Intelligence (cs.AI)Machine Learning (cs.LG)Sound (cs.SD)Audio and Speech Processing (eess.AS)
• The Phantom EEG Dataset
  When you use this dataset, please cite this paper. More information about this dataset could also be found in this paper. Xu, X., Wang, B., Xiao, B., Niu, Y., Wang, Y., Wu, X., & Chen, J. (2024). Beware of Overestimated Decoding Performance Arising from Tempor…
  datacite Anonymous 2024 置信度 0.66
• The Phantom EEG Dataset
  When you use this dataset, please cite this paper. More information about this dataset could also be found in this paper. Xu, X., Wang, B., Xiao, B., Niu, Y., Wang, Y., Wu, X., & Chen, J. (2024). Beware of Overestimated Decoding Performance Arising from Tempor…
  datacite Anonymous 2024 置信度 0.66
• The Phantom EEG Dataset
  New version on https://zenodo.org/records/13341214. When you use this dataset, please cite this paper. More information about this dataset could also be found in this paper. Xu, X., Wang, B., Xiao, B., Niu, Y., Wang, Y., Wu, X., & Chen, J. (2024). Beware of Ov…
  datacite Anonymous 2024 置信度 0.66
• Bayesian model of individual learning to control a motor imagery BCI
  The cognitive mechanisms underlying subjects' self-regulation in Brain-Computer Interface (BCI) and neurofeedback (NF) training remain poorly understood. Yet, a mechanistic computational model of each individual learning trajectory is required to improve the r…
  datacite Annicchiarico, Côme, Lotte, Fabien, Mattout, Jérémie 2024 置信度 0.66 Human-Computer Interaction (cs.HC)FOS: Computer and information sciencesFOS: Computer and information sciences
• PHemoNet: A Multimodal Network for Physiological Signals
  Emotion recognition is essential across numerous fields, including medical applications and brain-computer interface (BCI). Emotional responses include behavioral reactions, such as tone of voice and body movement, and changes in physiological signals, such as…
  datacite Lopez, Eleonora, Uncini, Aurelio, Comminiello, Danilo 2024 置信度 0.66 Signal Processing (eess.SP)Machine Learning (cs.LG)FOS: Electrical engineering, electronic engineering, information engineeringFOS: Electrical engineering, electronic engineering, information engineeringFOS: Computer and information sciences
• Data for: Adaptive P300-Based Brain-Computer Interface for Attention Training
  The dataset contains EEG and behavioral data of 47 participants who completed 9 runs (i.e. copy-spelled 9 words) in a P300 speller task, as well as a random dot motion (RDM) task and questionnaires in a single experimental session. Details of the experimental …
  datacite Noble, Sandra-Carina, Woods, Eva, Ward, Tomas, Ringwood, John V 2023 置信度 0.66 P300Event-related potentialElectroencephalography (EEG)Brain-computer interface (BCI)Neurofeedback
• Data for: Adaptive P300-Based Brain-Computer Interface for Attention Training
  The dataset contains EEG and behavioral data of 47 participants who completed 9 runs (i.e. copy-spelled 9 words) in a P300 speller task, as well as a random dot motion (RDM) task and questionnaires in a single experimental session. Details of the experimental …
  datacite Noble, Sandra-Carina, Woods, Eva, Ward, Tomas, Ringwood, John V 2023 置信度 0.66 P300Event-related potentialElectroencephalography (EEG)Brain-computer interface (BCI)Neurofeedback
• Proceedings of the 9th Graz Brain-Computer Interface Conference 2024
  datacite Müller-Putz, Gernot, Kostoglou, Kyriaki, Oberndorfer, Markus E., Wriessnegger, Selina C. 2024 置信度 0.66
• Webinars - HSI Awardee Grantsmanship
  The HSI National STEM Resource Hub is preserving its website and compiled resources for future use and reference. This entry consists of the following webinars. Webinar Summer Grantsmanship Resources. Webinar Link: https://youtu.be/YwW-lbUA4xw Dr. Ellen Carpen…
  datacite HSI National STEM Resource Hub, Serrano, Elba, Morales, Gabriela, Peterman, Jarod 等 2024 置信度 0.66
• Webinars - HSI Awardee Grantsmanship
  The HSI National STEM Resource Hub is preserving its website and compiled resources for future use and reference. This entry consists of the following webinars. Webinar Summer Grantsmanship Resources. Webinar Link: https://youtu.be/YwW-lbUA4xw Dr. Ellen Carpen…
  datacite HSI National STEM Resource Hub, Serrano, Elba, Morales, Gabriela, Peterman, Jarod 等 2024 置信度 0.66
• EEGMobile: Enhancing Speed and Accuracy in EEG-Based Gaze Prediction with Advanced Mobile Architectures
  Electroencephalography (EEG) analysis is an important domain in the realm of Brain-Computer Interface (BCI) research. To ensure BCI devices are capable of providing practical applications in the real world, brain signal processing techniques must be fast, accu…
  datacite Liang, Teng, Damoah, Andrews 2024 置信度 0.66 Signal Processing (eess.SP)Artificial Intelligence (cs.AI)Machine Learning (cs.LG)FOS: Electrical engineering, electronic engineering, information engineeringFOS: Electrical engineering, electronic engineering, information engineering
• Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification
  Electroencephalography (EEG) motor imagery (MI) classification is a fundamental, yet challenging task due to the variation of signals between individuals i.e., inter-subject variability. Previous approaches try to mitigate this using task-specific (TS) EEG sig…
  datacite An, Sion, Kang, Myeongkyun, Kim, Soopil, Chikontwe, Philip 等 2024 置信度 0.66 Signal Processing (eess.SP)Artificial Intelligence (cs.AI)Machine Learning (cs.LG)FOS: Electrical engineering, electronic engineering, information engineeringFOS: Electrical engineering, electronic engineering, information engineering
• EEG-BCI Dataset for "Continuous Tracking using Deep Learning-based Decoding for Non-invasive Brain-Computer Interface"
  This EEG Brain Computer Interface (BCI) dataset was collected as part of the study titled: “Continuous Tracking using Deep Learning-based Decoding for Non-invasive Brain-Computer Interface”. If you use a part of this dataset in your work, please cite the follo…
  datacite Forenzo, Dylan, He, Bin 2024 置信度 0.66 Biomedical Engineering not elsewhere classifiedNeuroscience
• EEG-BCI Dataset for "Continuous Tracking using Deep Learning-based Decoding for Non-invasive Brain-Computer Interface"
  This EEG Brain Computer Interface (BCI) dataset was collected as part of the study titled: “Continuous Tracking using Deep Learning-based Decoding for Non-invasive Brain-Computer Interface”. If you use a part of this dataset in your work, please cite the follo…
  datacite Forenzo, Dylan, He, Bin 2024 置信度 0.66 Biomedical Engineering not elsewhere classifiedNeuroscience
• Quantifying Spatial Domain Explanations in BCI using Earth Mover's Distance
  Brain-computer interface (BCI) systems facilitate unique communication between humans and computers, benefiting severely disabled individuals. Despite decades of research, BCIs are not fully integrated into clinical and commercial settings. It's crucial to ass…
  datacite Rajpura, Param, Cecotti, Hubert, Meena, Yogesh Kumar 2024 置信度 0.66 Human-Computer Interaction (cs.HC)Emerging Technologies (cs.ET)Machine Learning (cs.LG)FOS: Computer and information sciencesFOS: Computer and information sciences
• Empowering Mobility: Brain-Computer Interface for Enhancing Wheelchair Control for Individuals with Physical Disabilities
  The integration of brain-computer interfaces (BCIs) into the realm of smart wheelchair (SW) technology signifies a notable leap forward in enhancing the mobility and autonomy of individuals with physical disabilities. BCIs are a technology that enables direct …
  datacite Ghasemi, Shiva, Gracanin, Denis, Azab, Mohammad 2024 置信度 0.66 Human-Computer Interaction (cs.HC)FOS: Computer and information sciencesFOS: Computer and information sciences
• WQN algorithm for EEG artifact removal in the absence of scale invariance
  The codes are used to generate the results and the figures associated with the following publication: M. Dora, S. Jaffard, D. Holcman. The WQN algorithm for EEG artifact removal in the absence of scale invariance, (to appear in) IEEE Transactions on Signal Pro…
  datacite Dora, Matteo, Jaffard, Stéphane, Holcman, David 2024 置信度 0.66
• WQN algorithm for EEG artifact removal in the absence of scale invariance
  The codes are used to generate the results and the figures associated with the following publication: M. Dora, S. Jaffard, D. Holcman. The WQN algorithm for EEG artifact removal in the absence of scale invariance, (to appear in) IEEE Transactions on Signal Pro…
  datacite Dora, Matteo, Jaffard, Stéphane, Holcman, David 2024 置信度 0.66
• Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity
  Reconstructing the viewed images from human brain activity bridges human and computer vision through the Brain-Computer Interface. The inherent variability in brain function between individuals leads existing literature to focus on acquiring separate models fo…
  datacite Quan, Ruijie, Wang, Wenguan, Tian, Zhibo, Ma, Fan 等 2024 置信度 0.66 Computer Vision and Pattern Recognition (cs.CV)FOS: Computer and information sciencesFOS: Computer and information sciences
• Neuro-GPT: Towards A Foundation Model for EEG
  To handle the scarcity and heterogeneity of electroencephalography (EEG) data for Brain-Computer Interface (BCI) tasks, and to harness the power of large publicly available data sets, we propose Neuro-GPT, a foundation model consisting of an EEG encoder and a …
  datacite Cui, Wenhui, Jeong, Woojae, Thölke, Philipp, Medani, Takfarinas 等 2023 置信度 0.66 Machine Learning (cs.LG)Signal Processing (eess.SP)FOS: Computer and information sciencesFOS: Computer and information sciencesFOS: Electrical engineering, electronic engineering, information engineering
• Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training
  In this work, we study the problem of cross-subject motor imagery (MI) decoding from electroencephalography (EEG) data. Multi-subject EEG datasets present several kinds of domain shifts due to various inter-individual differences (e.g. brain anatomy, personali…
  datacite Zoumpourlis, Georgios, Patras, Ioannis 2022 置信度 0.66 Signal Processing (eess.SP)Artificial Intelligence (cs.AI)FOS: Electrical engineering, electronic engineering, information engineeringFOS: Electrical engineering, electronic engineering, information engineeringFOS: Computer and information sciences
• Temporal alpha dissimilarity of ADHD brain network in comparison with CPT and CATA
  This supplementary material comprises the anonymized raw data and grouped data of all 72 participants involved in the study. The dataset is essential for researchers seeking detailed insights into the effects of electroencephalography (EEG), attention deficit/…
  datacite Ko, Li-Wei 2024 置信度 0.66
• Calibration-free online test-time adaptation for electroencephalography motor imagery decoding
  Providing a promising pathway to link the human brain with external devices, Brain-Computer Interfaces (BCIs) have seen notable advancements in decoding capabilities, primarily driven by increasingly sophisticated techniques, especially deep learning. However,…
  datacite Wimpff, Martin, Döbler, Mario, Yang, Bin 2023 置信度 0.66 Human-Computer Interaction (cs.HC)Artificial Intelligence (cs.AI)Machine Learning (cs.LG)Signal Processing (eess.SP)FOS: Computer and information sciences
• Improving Generalization of Drowsiness State Classification by Domain-Specific Normalization
  Abnormal driver states, particularly have been major concerns for road safety, emphasizing the importance of accurate drowsiness detection to prevent accidents. Electroencephalogram (EEG) signals are recognized for their effectiveness in monitoring a driver's …
  datacite Kim, Dong-Young, Han, Dong-Kyun, Park, Seo-Hyeon, Jang, Geun-Deok 等 2023 置信度 0.66 Signal Processing (eess.SP)Human-Computer Interaction (cs.HC)Machine Learning (cs.LG)FOS: Electrical engineering, electronic engineering, information engineeringFOS: Electrical engineering, electronic engineering, information engineering
• Impact of Nap on Performance in Different Working Memory Tasks Using EEG
  Electroencephalography (EEG) has been widely used to study the relationship between naps and working memory, yet the effects of naps on distinct working memory tasks remain unclear. Here, participants performed word-pair and visuospatial working memory tasks p…
  datacite Shin, Gi-Hwan, Kweon, Young-Seok, Kwak, Heon-Gyu, Jo, Ha-Na 等 2023 置信度 0.66 Neurons and Cognition (q-bio.NC)Human-Computer Interaction (cs.HC)FOS: Biological sciencesFOS: Biological sciencesFOS: Computer and information sciences
• Annual Reports Of Education, Health And Sport 9781329899971
  Radomska Szkoła Wyższa w Radomiu Radom University in Radom Annual Reports of Education, Health and Sport 9781329899971 Edited by Iwona Czerwińska Pawluk Radosław Muszkieta Hanna Żukowska Wiesława Pilewska Mariusz Klimczyk Walery Zukow http://ojs.ukw.edu.pl/ind…
  datacite Meshcheryakova, A. V. et al. 2013 置信度 0.66 Annual ReportsEducationHealthSport9781329899971
• Global glucose metabolism rate as diagnostic marker for disorder of consciousness of patients: quantitative FDG-PET study.
  This study was to employ 18F-flurodeoxyglucose (FDG-PET) to evaluate the resting-state brain glucose metabolism in a sample of 46 patients diagnosed with disorders of consciousness (DoC). The aim was to identify objective quantitative metabolic indicators and …
  pubmed Liu D, Wang N, Song M, Chai X 等 2024 置信度 0.82
• Enhancing prosthetic hand control: A synergistic multi-channel electroencephalogram.
  Electromyogram (EMG) has been a fundamental approach for prosthetic hand control. However it is limited by the functionality of residual muscles and muscle fatigue. Currently, exploring temporal shifts in brain networks and accurately classifying noninvasive e…
  pubmed Maibam PC, Pei D, Olikkal P, Vinjamuri RK 等 2024 置信度 0.82
• Using Artificial Intelligence in the Comprehensive Management of Spinal Cord Injury.
  Spinal cord injury (SCI) frequently results in persistent motor, sensory, or autonomic dysfunction, and the outcomes are largely determined by the location and severity of the injury. Despite significant technological progress, the intricate nature of the spin…
  pubmed Kim KH, Jeong JH, Ko MJ, Lee S 等 2024 Dec 置信度 0.82
• Performance Improvement with Reduced Number of Channels in Motor Imagery BCI System.
  Classifying Motor Imaging (MI) Electroencephalogram (EEG) signals is of vital importance for Brain-Computer Interface (BCI) systems, but challenges remain. A key challenge is to reduce the number of channels to improve flexibility, portability, and computation…
  pubmed Özkahraman A, Ölmez T, Dokur Z 2024 Dec 28 置信度 0.82
• Comparison of EEG Signal Characteristics of Subdural and Depth Electrodes.
  Our study aimed to compare signal characteristics of subdural electrodes (SDE) and depth stereo EEG placed within a 5-mm vicinity in patients with drug-resistant epilepsy. We report how electrode design and placement collectively affect signal content from a s…
  pubmed Alkawadri CI, Yan Q, Kocuglu Kinal AG, Spencer DD 等 2024 Dec 30 置信度 0.82
• Systematic Review of EEG-Based Imagined Speech Classification Methods.
  This systematic review examines EEG-based imagined speech classification, emphasizing directional words essential for development in the brain-computer interface (BCI). This study employed a structured methodology to analyze approaches using public datasets, e…
  pubmed Alzahrani S, Banjar H, Mirza R 2024 Dec 21 置信度 0.82
• Enhancing Deep-Learning Classification for Remote Motor Imagery Rehabilitation Using Multi-Subject Transfer Learning in IoT Environment.
  One of the most promising applications for electroencephalogram (EEG)-based brain-computer interfaces (BCIs) is motor rehabilitation through motor imagery (MI) tasks. However, current MI training requires physical attendance, while remote MI training can be ap…
  pubmed Khabti J, AlAhmadi S, Soudani A 2024 Dec 19 置信度 0.82
• Comparison of EEG Signal Spectral Characteristics Obtained with Consumer- and Research-Grade Devices.
  Electroencephalography (EEG) has emerged as a pivotal tool in both research and clinical practice due to its non-invasive nature, cost-effectiveness, and ability to provide real-time monitoring of brain activity. Wearable EEG technology opens new avenues for c…
  pubmed Mikhaylov D, Saeed M, Husain Alhosani M, F Al Wahedi Y 2024 Dec 19 置信度 0.82