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• Simultaneous tactile–morphological perception enables sensorimotor autonomy in soft robots
  Abstract Biological systems navigate and interact with complex, dynamic environments by seamlessly integrating proprioception and exteroception to drive sophisticated sensorimotor loops. Soft robots mimic biological compliance, yet equipping them with simultan…
  preprints 2025 置信度 0.74
• Mapping the visual cortex with Zebra noise and wavelets
  Studies of the early visual system often require characterizing the visual preferences of large populations of neurons. This task typically requires multiple stimuli such as sparse noise and drifting gratings, each of which probe only a limited set of visual f…
  preprints 2025 置信度 0.74
• Implementing patient-centred outcome measures in palliative care clinical practice. An updated systematic review of facilitators and barriers
  Abstract Background . Patient-centred outcome measures (PCOMs), when well implemented, are powerful tools facilitating patient, family and clinical communication to better respond to patient needs throughout the disease trajectory. Their routine use in palliat…
  preprints 2025 置信度 0.74
• Descending neurons integrate learnt information from mushroom body with context to promote escape behaviour
  To behave adaptively in the environment and select appropriate responses to sensory stimuli, animals integrate learnt information about the valences of stimuli with contextual information. While significant progress has been made in understanding how animals l…
  preprints 2025 置信度 0.74
• Revisiting face-to-hand area remapping in the human primary somatosensory cortex after a cervical spinal cord injury
  Spinal cord injury (SCI) leads to profound disruptions in sensorimotor processing. Seminal research in non-human primates suggests this sensory deprivation causes functional remapping in the primary somatosensory cortex (S1), where somatotopic representations …
  preprints 2025 置信度 0.74
• Protocol Update: The Normative Modelling Paradigm for Computational Psychiatry
  Normative Modelling (‘brain growth charting’) is now a well-established method for computational psychiatry and involves charting centiles of variation across a population in terms of mappings between biology and behavior, providing statistical inferences at t…
  preprints 2026 置信度 0.74
• VasoTracker 2: An Open-source Platform for Quantitative Analysis of Vascular Reactivity and Function
  VasoTracker 2 is an open-source platform for studying blood vessel dynamics, featuring versatile diameter-tracking software and complementary low-cost hardware components. This system surpasses existing tools through accessible, high-resolution analysis across…
  preprints 2025 置信度 0.74
• Targeted nerve stimulation restores single-finger movements in a person with tetraplegia
  Abstract The loss of hand function is one of the most devastating impairments for individuals with paralysis. While current neurotechnologies can partially restore prehensile control, they fall short of enabling independent finger movements — an essential requ…
  preprints 2025 置信度 0.74
• Suite3D: Volumetric cell detection for two-photon microscopy
  In two-photon imaging of neuronal activity it is increasingly common to acquire 3-dimensional volumes. However, these volumes are typically processed plane by plane, leading to uncorrected axial movement, duplicated cells across planes, reduced signal-to-noise…
  preprints 2025 置信度 0.74
• Slow-varying normalization explains auditory steady-state masking interactions in human EEG
  The inherent ability of sensory neurons to entrain to modulations in the temporal structure of an auditory stimulus gives rise to the auditory steady-state response (ASSR). Simultaneous presentation of multiple acoustic stimuli by frequency tagging them to gen…
  preprints 2025 置信度 0.74
• An ion channel omnimodel for standardized biophysical neuron modelling
  Biophysical neuron modeling is an indispensable tool in neuroscience research, with the combination of diverse ion channel kinetics and morphologies being used to explain various single-neuron properties and responses. Despite this, there is no standard way of…
  preprints 2025 置信度 0.74
• Lifespan investigation of brain volumetric changes associated with substance use disorders
  Abstract Substance use disorder (SUD) stands as a critical public health concern, contributing to substantial morbidity, mortality and societal costs. The effects of SUD on structural brain changes have been well documented. However, the neural mechanisms unde…
  preprints 2025 置信度 0.74
• GABAergic neurons are major contributors of network inhibition in the neonatal hippocampus in-vivo
  During development, neural network maturation is activity dependent. During the neonatal period, activity is provided by intermittent, spontaneous network activity patterns (SNAP) that occur independently of environment stimuli. Among the neurotransmitters tha…
  preprints 2025 置信度 0.74
• Programmable Assembly and Steering of Microbubble Droplets using Ultrasound
  Gas-filled microbubbles have been extensively used as contrast agents for ultrasound therapies and have recently been explored as microrobots. When exposed to an intense acoustic wave, microbubbles oscillate and scatter the sound field, leading to assembly and…
  preprints 2025 置信度 0.74
• Protocol for a randomised controlled feasibility trial of Piano Instruction for Adult Novices as Online Cognitive intervention (PIANO-Cog), a novel remote piano training for cognitive and motor functions in older age.
  Abstract Background: Ageing is associated with a loss of fluid intelligence and motor functions which hamper independence and quality of life. Training in a musical instrument can improve fluid intelligence and executive function (EF) in older non-musicians bu…
  preprints 2025 置信度 0.74
• Hierarchical Bayesian Modelling of Interoceptive Psychophysics
  Interoception, the capacity to sense, perceive, and metacognitively appraise viscerosensory and homeostatic signals, is a growing focus in psychology and psychiatry. Adaptive psychophysical tasks now allow quantification of perceptual sensitivity, bias, and pr…
  preprints 2025 置信度 0.74
• Lifespan investigation of brain volumetric changes associated with substance use disorders
  Substance use disorder (SUD) stands as a critical public health concern, contributing to substantial morbidity, mortality and societal costs. The effects of SUD on structural brain changes have been well documented. However, the neural mechanisms underlying SU…
  preprints 2025 置信度 0.74
• T-World: A highly general computational model of a human ventricular myocyte
  Cardiovascular disease is the leading cause of death, demanding new tools to improve mechanistic understanding and overcome limitations of stem cell and animal-based research. We introduce T-World, a highly general virtual model of human ventricular cardiomyoc…
  preprints 2025 置信度 0.74
• An Open-Source Deep Learning-Based GUI Toolbox for Automated Auditory Brainstem Response Analyses (ABRA)
  Abstract Hearing loss is a pervasive global health challenge with profound impacts on communication, cognitive function, and quality of life. Recent studies have established age-related hearing loss as a significant risk factor for dementia, highlighting the i…
  preprints 2025 置信度 0.74
• NDNF+ interneurons have a privileged role in regulating cortical excitability
  Cortical processing depends critically on the precise modulation of excitatory activity by a diverse population of GABAergic interneurons. Among these, neuron-derived neurotrophic factor-expressing (NDNF+) interneurons have been proposed to be "master regulato…
  preprints 2025 置信度 0.74
• Neural dynamics of an extended frontal lobe network in goal-subgoal problem solving
  Summary In goal-directed behavior, cognitive control calls for representation of current state, goal state, and current move, often with hierarchical organization into a series of steps or subgoals. In the human brain, a network of “multiple-demand” or MD regi…
  preprints 2025 置信度 0.74
• End-to-end Learning of Safe Stimulation Parameters for Cortical Neuroprosthetic Vision
  Direct electrical stimulation of the brain via cortical visual neuroprostheses is a promising approach to restore basic sight for the visually impaired by inducing a percept of localized light called ‘phosphenes’. Apart from the challenge of condensing complex…
  preprints 2025 置信度 0.74
• Spatially Integrated Multi-Omics reveals the Multicellular Landscape of Progenitor-Driven Glioblastoma Progression
  Glioblastoma is the most lethal primary brain tumor, driven by complex interactions between plastic malignant cells and a diverse tumor microenvironment. Despite advances in single-cell profiling, how genomic drivers and the tumor microenvironment interact to …
  preprints 2026 置信度 0.74
• Light-field deep learning enables high-throughput, scattering-mitigated calcium imaging
  Light field microscopy (LFM) enables volumetric, high throughput functional imaging. However, the computational burden and vulnerability to scattering limit LFM’s application to neuroscience. We present a light-field strategy for volumetric, scattering-mitigat…
  preprints 2025 置信度 0.74
• Scalable automated segmentation quantifies mitochondrial proteins and morphology at the nanoscale
  Summary Ultrastructural changes of mitochondria are closely associated with metabolic dysfunction, leading to a variety of human disorders. These changes can be visualized by pan-Expansion Microscopy (pan-ExM), a 3D microscopy technique requiring only standard…
  preprints 2025 置信度 0.74
• CellTune: An integrative software for accurate cell classification in spatial proteomics
  Spatial proteomics measures multiple proteins in situ , capturing tissue complexity. However, cell classification in densely packed tissues remains challenging due to the lack of efficient classification algorithms, annotation tools, and high-quality labeled d…
  preprints 2025 置信度 0.74
• Characterising Negative Symptoms in Schizophrenia: CHANSS study protocol
  Negative symptoms in schizophrenia, particularly motivational deficits, pose significant challenges to treatment and recovery. Despite their profound impact on functional outcomes, these symptoms remain poorly understood and inadequately addressed by current i…
  preprints 2025 置信度 0.74
• Noradrenergic-dependent restoration of visual discrimination in a mouse model of <i>SYNGAP1</i> -related disorder
  Atypical sensory processing in neurodevelopmental disorders contributes to cognitive, social, and behavioural disruptions, yet underlying neurophysiological mechanisms remain unclear. Using a mouse model of SYNGAP1 haploinsufficiency (HET), a common monogenic …
  preprints 2025 置信度 0.74
• Sensitive dLight for imaging broad-spectrum dopamine events across brain regions
  Abstract Dopaminergic neurons modulate movement, motivation, and learning by dynamically regulating dopamine release across distributed neural circuits. However, existing genetically encoded dopamine sensors lack the sensitivity and resolution to capture the f…
  preprints 2025 置信度 0.74
• Neural Synchrony Links Sensorimotor Cortices in a Network for Facial Motor Control
  Primate societies rely on the production and interpretation of social signals, in particular those displayed by the face. Facial movements are controlled, according to the dominant neuropsychological schema, by two separate circuits, one originating in medial …
  preprints 2025 置信度 0.74
• Intracellularly Coupled Oscillators for Synthetic Biology
  Synthetic biology aims to engineer or re-engineer living systems. To achieve increasingly complex functionalities, it is beneficial to use higher-level building blocks. In this study, we focus on oscillators as such building blocks, propose novel oscillator-ba…
  preprints 2025 置信度 0.74
• Dynamic context-based updating of object representations in visual cortex
  Objects in real-world scenes are often poorly or partially visible, for example because they are occluded or appear in the periphery. An additional challenge of real-world vision is that it is dynamic, causing the appearance of objects (e.g., their size and or…
  preprints 2025 置信度 0.74
• GEM-pRF: GPU-Empowered Mapping of Population Receptive Fields for Large-Scale fMRI Analysis
  Population receptive field (pRF) mapping is a fundamental technique for understanding retinotopic organization of the human visual system. Since its introduction in 2008, however, its scalability has been severely hindered by the computational bottleneck of it…
  preprints 2025 置信度 0.74
• Spatial Adaptation of Primate Retinal Ganglion Cells between Artificial and Natural Stimuli
  The retina encodes a broad range of stimuli, adapting its computations to features like brightness, contrast, or motion. However, it is unclear to what extent it also adapts to spatial frequency content – as theories of efficient coding would predict – for ins…
  preprints 2025 置信度 0.74
• Autobiographical memory and episodic future thinking in anorexia nervosa: a three-year follow-up
  Abstract Background : People with anorexia nervosa (AN) show deficiencies with recalling specific details of autobiographical memories (AM). This may interfere with wider processes of self-narrative construction and identity building, which are a fundamental p…
  preprints 2025 置信度 0.74
• Evidence for the major role of PH4αEFB in the prolyl 4-hydroxylation of <i>Drosophila</i> collagen IV
  Collagens are fundamental components of extracellular matrices, requiring precise intracellular post-translational modifications for proper function. Among the modifications, prolyl 4-hydroxylation is critical to stabilise the collagen triple helix. In humans,…
  preprints 2025 置信度 0.74
• Using Natural Language Processing to Track Negative Emotions in the Daily Lives of Adolescents
  Abstract Tracking emotion fluctuations in adolescents’ daily lives is essential for understanding mood dynamics and identifying early markers of affective disorders. This study examines the potential of text-based approaches for emotion prediction by comparing…
  preprints 2025 置信度 0.74
• A nanopathology pipeline for clinical research across scales using human tissue
  Most human tissue collected in clinic for diagnosis of pathology is formalin fixed and paraffin embedded or snap frozen, both of which destroy ultrastructure, making them unsuitable for clinical research requiring high resolution imaging. For diagnosis of some…
  preprints 2025 置信度 0.74
• Pragmatic representations of self- and others’ action in the monkey putamen
  Social coordination in primates relies on parieto-frontal networks encoding self- and others’ actions. These areas send convergent projections to the putamen, but its role in representing self- and others’ actions remains unknown. We recorded neuronal activity…
  preprints 2025 置信度 0.74
• Deep neurobehavioral phenotyping uncovers neural fingerprints of locomotor deficits in Parkinson’s disease
  Gait deficits present an unresolved therapeutic challenge in Parkinson’s Disease. At the behavioral level, symptoms exhibit heterogeneity, including bradykinesia and hypokinesia during cyclical limb movement, as well as sudden interruptions in the gait sequenc…
  preprints 2025 置信度 0.74
• HLA-F regulates the proliferation of trophoblast via PKM2-dependent glycolysis in the pathogenesis of preeclampsia
  Abstract Background The regulatory molecule Human Leukocyte Antigen F (HLA-F) has been implicated in trophoblast proliferation during pregnancy, and reduced levels of this antigen have been identified in trophoblast cells of patients with preeclampsia. This st…
  preprints 2025 置信度 0.74
• Commercial or industrial use of mental health data for research: primer and best-practice guidelines from the DATAMIND patient/public Lived Experience Advisory Group
  BACKGROUND: Routinely collected health data, such as that held by the United Kingdom (UK) National Health Service/Health and Social Care (collectively "NHS"), has important research uses, but its appropriate use requires public trust and transparency. Commerci…
  preprints 2025 置信度 0.74
• Friend Request Accepted: Fundamental Features of Social Environments Determine Rate of Social Affiliation
  Humans start new friendships and social connections throughout their lives and such relationships foster mental and physical well-being. While friendship initiation may depend on alignment of subtle and complex personal variables, here we investigated whether …
  preprints 2025 置信度 0.74
• Neural stem cell epigenomes and fate bias are temporally coordinated during corticogenesis
  The cerebral cortex orchestrates complex cognitive functions, yet how its distinct temporal lineages are molecularly patterned during development remains unresolved. Here, we integrate single-cell transcriptomics and chromatin accessibility, together with geno…
  preprints 2025 置信度 0.74
• Shaping the developing homunculus: the roles of deprivation and compensatory behaviour in sensory remapping
  Abstract Some of the most dramatic examples of neuroplasticity in the human brain follow congenital sensory deprivation, though we have limited understanding of the plasticity mechanisms driving such large-scale remapping. Hand loss due to congenital limb diff…
  preprints 2025 置信度 0.74
• Large-scale RF mapping without visual input for neuroprostheses in macaque and human visual cortex
  High-channel-count neuroprostheses could one day restore functional vision in blind individuals by delivering electrical pulses to electrodes in the visual cortex that elicit perceptions known as ‘phosphenes’. However, if a high number of electrodes are used, …
  preprints 2024 置信度 0.74
• Usability testing a digital web application for evidence-based commissioning decisions in the context of implementing Mobile Stroke Units in England
  Abstract Commissioning of innovations in healthcare is a complex socio-technical process, ideally informed by high quality evidence. However, evidence is not always prepared and presented in a format usable for commissioning decisions. Agile methodology, combi…
  preprints 2025 置信度 0.74
• A gene expression atlas of a juvenile nervous system
  ABSTRACT Although the fundamental architecture of metazoan nervous systems is typically established in the embryo, substantial numbers of neurons are added during post-natal development while existing neurons expand in size, refine connectivity, and undergo ad…
  preprints 2025 置信度 0.74
• Decoding EEG Signals for Brain-Computer Interfaces.
  pubmed Amrani H, Micucci D, Napoletano P 2025 置信度 0.82
• Stereology with OPEN-Stereo: low-cost, accessible, and accurate cellular quantification.
  Critical to rigor in neurodegeneration research is the accurate and unbiased assessment of degenerative phenotypes, where stereology remains the gold standard, yet its widespread adoption is hindered by the high cost of proprietary systems. We developed OPEN-S…
  europepmc 2025 置信度 0.80
• Brain-Controlled Wheeled Mobile Robots: A Framework Combining Probabilistic Brain-Computer Interface and Model Predictive Control.
  Brain-controlled systems have experienced significant advancements in overall performance, largely driven by continuous optimization and innovation in electroencephalography (EEG) acquisition experimental paradigms and decoding algorithms. However, their appli…
  europepmc 2025 置信度 0.80
• Dual-TTFNet: An end-to-end dual-branch temporal and time-frequency fusion network for auditory attention decoding in steady state motion auditory evoked potential.
  Auditory attention decoding based on steady-state motion auditory evoked potential (SSMAEP) offers a promising pathway for developing auditory brain-computer interface (BCI) driven by auditory selective attention. However, achieving high decoding performance w…
  europepmc 2025 置信度 0.80
• Sodium Fluorescein-Guided Microsurgery for Intramedullary Spinal Ependymomas: Technical Nuances, Surgical Workflow, and Operative Video.
  pubmed Michelini S, Alomari AA, Fraschetti F, Carpineta E 等 2026 置信度 0.82
• Cognitive Load Measurement Methods for Usability Testing: A Critical Analysis and Framework for Interface Evaluation.
  ObjectiveThis systematic review evaluates the use of cognitive load measurement methods in usability testing across diverse software interfaces. It provides guidance for researchers and practitioners by proposing a framework for selecting appropriate cognitive…
  europepmc 2026 置信度 0.80
• Influence of age, cognitive function, attention, and mental state on the effectiveness of EEG-based brain-computer interface device use: a systematic review.
  BACKGROUND: Brain-computer interfaces (BCIs) are increasingly used to support rehabilitation and assistive communication. Individual traits such as age, cognitive function, attention, and mental state have been linked to variability in BCI performance. However…
  pubmed Xinyue Niu, Min Yuan, Dong Wang, Niu X 等 2025 置信度 0.82 Brain–computer interfaceUsabilityCognitionInterface (matter)Human–computer interaction
• Neuroimplants and the Glial Scar: What Makes the Brain-Computer Link Work?
  Neuroimplants are likely major technological breakthroughs of the next decade with the potential for unprecedented social impact. In addition to attractive and miracle-looking possibilities, the major obstacle for the industry is complicated, unpredictable, an…
  pubmed Mikhail Paveliev, Anastasiia Melnikova, Anton A. Egorchev, Vladimir Parpura 等 2025 置信度 0.82 NeuroscienceGlial scarSelf-healing hydrogelsRegeneration (biology)Medicine
• Efficacy and neural mechanisms of a vibrotactile-enhanced, brain-controlled soft robotic glove for upper limb rehabilitation after stroke: a multicentre randomised controlled trial protocol.
  pubmed Catherine Chan KL, Yan C, Wang X, Huang S 等 2026 置信度 0.82
• Emotion detection unveiled: A cognitive-computational synthesis of physiological models, machine learning, and datasets.
  pubmed Machhi V, Shah A 2026 置信度 0.82
• The current status of foundation models in decoding inner speech from non-invasive brain signals: a mini review.
  Inner speech (IS), or imagined speech without overt articulation, is a promising target for brain-computer interfaces (BCIs) aimed at restoring communication in individuals with severe speech impairments, such as locked-in syndrome. Foundation models (FMs), ty…
  pubmed Sümer-Arpak E, Saini R, Chakladar DD, Varun SK 等 2026 置信度 0.82
• The Beckman legacy and the future of interdisciplinary research.
  The Beckman Institute for Advanced Science of Technology at the University of Illinois Urbana-Champaign was established in 1989 with the generous support of the Arnold and Mabel Beckman Foundation. It was built to break through disciplinary boundaries and prod…
  europepmc 2025 置信度 0.80
• Spatial transcriptomics on an expanded dataset at the brain-electrode interface: exploration of variability and identification of novel biomarkers.
  The foreign body reaction to implanted electrodes in the brain has long been recognized as a major challenge impacting the performance and reliability of indwelling neurotechnologies. Spatially resolved transcriptomic approaches have enabled high-resolution ma…
  pubmed Gupta B, Chakraborty A, Saxena A, Moore MG 等 2026 置信度 0.82
• Effects of brain-computer interface-based rehabilitation on lower limb function and activities of daily living after stroke: a systematic review and meta-analysis.
  pubmed Liu C, Han J, Wang Y, Liang X 等 2026 置信度 0.82
• AI-Driven Web-Based Speech Transcription Tool: A Novel Approach for Efficient Evaluation of Verbal Memory Performance.
  pubmed Skierkowska M, Piernicki T, Seifzadeh S, Cimbalnik J 等 2025 置信度 0.82
• An advanced TMR sensor-based magnetrode for in vivo LFP magnetic field recording.
  The detection and interpretation of brain signals are crucial for advancing brain-computer interface (BCI) technologies. Local field potential (LFP) signals, reflecting synchronized neuronal ensemble activity, offer insights into coordinated neural function. I…
  pubmed Wang Y, Luo J, Zhang C, Jin Z 等 2026 置信度 0.82
• Human-AI collaboration for dysphagia rehabilitation from effectiveness to implementation complexity: a systematic review.
  Oropharyngeal dysphagia affects over half of neurological and oncological populations, yet rehabilitation is constrained by a global therapist shortage that human-AI collaboration has not demonstrably addressed. Here we report a systematic review of 31 studies…
  europepmc 2026 置信度 0.80
• A Habenula Neural Biomarker Simultaneously Tracks Weekly and Daily Symptom Variations During Deep Brain Stimulation Therapy for Depression.
  Objective Deep brain stimulation (DBS) targeting the lateral habenula (LHb) is a promising therapy for treatment-resistant depression (TRD) but its clinical effect has been variable, which can be improved by adaptive DBS (aDBS) guided by a neural biomarker of …
  europepmc 2025 置信度 0.80
• EEG-SGENet: A lightweight convolutional network integrating SGE for motor imagery brain-computer interfaces.
  In recent years, there has been a significant increase in research activity on electroencephalography (EEG)-based motor imagery brain-computer interfaces (MI-BCI) in the field of deep learning. However, despite achieving high accuracy, the size of models is in…
  pubmed Chen Z, Lu Y, Xu X 2025 置信度 0.82
• Advancing Brain-Computer Interface Closed-Loop Systems for Neurorehabilitation: Systematic Review of AI and Machine Learning Innovations in Biomedical Engineering.
  Background: Brain-computer interface (BCI) closed-loop systems have emerged as a promising tool in health care and wellness monitoring, particularly in neurorehabilitation and cognitive assessment. With the increasing burden of neurological disorders, includin…
  pubmed Christopher Williams, Fahim Islam Anik, Md Mehedi Hasan, Juan Rodriguez-Cardenas 等 2025 置信度 0.82 NeurorehabilitationPreprintInterface (matter)Computer scienceNeural engineering
• Comparative efficacy of motor imagery augmented with central non-invasive brain stimulation versus peripheral electrical stimulation for upper extremity rehabilitation post-stroke: a systematic review and network meta-analysis.
  BACKGROUND: Upper limb dysfunction is a common and debilitating consequence of stroke, severely affecting patients&#x2019; activities of daily living and quality of life. Motor imagery (MI) has emerged as a promising rehabilitation technique, and its combinati…
  pubmed Xi L, Liu Q, Li H, Li W 等 2026 置信度 0.82
• Clinical evaluation of communication brain computer interfaces in amyotrophic lateral sclerosis: a landscape analysis.
  Introduction Amyotrophic lateral sclerosis (ALS) is a progressive motor neuron disease that leads to severe motor impairment, including loss of communication ability, and ultimately death. Communication brain computer interfaces (cBCIs) have the potential to r…
  europepmc 2026 置信度 0.80
• P2RY8::TSC22D3 is a novel fusion associated with chemoresistance in leukemia by activating PI3K-AKT pathway.
  europepmc 2025 置信度 0.80
• SEEG Emotion Recognition Based on Transformer Network With Channel Selection and Explainability.
  Brain-computer interface (BCI) technology for emotion recognition holds significant potential for future applications in the treatment of refractory emotional disorders. Stereo-electroencephalography (SEEG), being less invasive, can precisely record neural act…
  europepmc 2025 置信度 0.80
• Explaining E/MEG Source Imaging and Beyond: An Updated Review.
  E/MEG source imaging (ESI) provides non-invasive measurements of brain activity with high spatial and temporal resolution. In particular, the wearability and portability of EEG make it an attractive area of research beyond the biomedical communities, especiall…
  europepmc 2025 置信度 0.80
• Closed-loop brain-body interface: integrating brain-computer interfaces and peripheral nerve stimulation for adaptive neuromodulation.
  europepmc 2025 置信度 0.80
• Novel Brain-Inspired Hierarchical Micro-Nanostructured Poly(3,4-ethylenedioxythiophene)/Polydopamine Neural Interface on Titanium Nitride Electrodes for Electrophysiological Signal Recording.
  The development of high-performance neural interfaces is critical for advancing brain-machine communication and treating neurological disorders. A major challenge in neural electrode design is achieving a seamless biological-electronic interface with optimized…
  europepmc 2025 置信度 0.80
• Gaze and Eye-Tracking Perspectives for Psychological Research: A Narrative Review of Advances From 2012 to 2025.
  Over the past 14 years, eye-tracking technology has emerged as a transformative tool in psychological research, offering insights into cognitive processes, emotional responses, and behavioral patterns. This narrative review synthesizes advancements in eye-trac…
  europepmc 2026 置信度 0.80
• Paradigm Shift in Global Governance of Medical Brain-Computer Interface: Addressing Practical Challenges Through Institutional Innovation.
  The rapid advancement of medical brain-computer interface (BCI) technology necessitates the transformation and upgrading of traditional governance paradigms urgently. China, the United States, and the European Union hold prominent positions in the global medic…
  europepmc Rongrong Zhu, Yangyang Zhao, Yetong Li 2025 置信度 0.80 European unionCorporate governancePolitical scienceEmpowermentMulti-level governance
• Mining multi-electrode and multi-wave electroencephalogram based time-interval temporal patterns for improved classification capabilities and explainability.
  Brain-computer interface (BCI) systems, and particularly electroencephalogram (EEG) based BCI systems, have become more widely used in recent years and are utilized in various applications and domains ranging from medicine and marketing to games and entertainm…
  pubmed Landau O, Nissim N 2025 置信度 0.82
• Enhancing transient motion-onset visual evoked potentials via stochastic resonance: Unimodal and cross-modal noise effects.
  Motion-onset visual evoked potential (mVEP) are transient brain responses triggered by sudden motion stimuli and are widely used in brain-computer interface (BCI) systems. However, the inherently weak nature of mVEP signals poses a significant challenge to ach…
  pubmed Zhang H, Xie J, Yu H, Du F 等 2025 置信度 0.82
• High-order mesoscale modeling with geometrically conforming gray/white matter interface for traumatic brain injury.
  Brain injury models with a supramillimeter resolution are not feasible to provide spatially detailed strains at or below millimeter scales, especially in regions of convoluted geometry such as at the gray/white matter interface. Furthermore, non-conforming mes…
  pubmed Molchanov D, Zhang C, Lin N, Ji S 等 2025 置信度 0.82
• AI-driven pupillary-computer interface via binary-coded flickering stimuli.
  Pupillary-computer interface (PCI) refers to a novel interaction modality that leverages pupil size variations elicited by changes in visual stimulus brightness. The PCI based on the pupillary light reflex (PLR) induced by binary-coded visual stimuli was propo…
  europepmc 2025 置信度 0.80
• Quantum enhanced EEG classifier towards brain-controlled wheelchair navigation.
  Brain-computer interfaces (BCIs) provide a pathway to assistive technologies such as brain-controlled wheelchairs, yet accurate motor imagery (MI) classification from electroencephalography (EEG) remains challenging due to noise and subject variability. In thi…
  pubmed Upadhyay PK, Chandra KA 2025 置信度 0.82
• Multi-domain feature extraction and Sand Cat Swarm Optimized Broad Learning System for EEG-based Motor Imagery decoding in stroke patients.
  Brain-Computer Interfaces (BCIs) enable the translation of brain activity into executable commands, with Motor Imagery (MI)- based systems gaining prominence for their intuitive and non-invasive control. Electroencephalography is widely used due to its portabi…
  pubmed Shirodkar VR, Reddy Edla D, Kumari A, Afonso MM 2025 置信度 0.82
• Editorial: Integrative approaches with BCI and robotics for improved human interaction.
  With the advancement in neurotechnology the human-machine interaction has been redefined, 11 specifically with progress in brain-computer interface (BCI) systems (Zhang et al. 2023). By 12 translating neural activity directly into machine-executable commands, …
  europepmc 2026 置信度 0.80
• Rehab-DRLX: explainable neurorehabilitation prognosis using deep reinforcement learning and transformer-based models.
  Neurorehabilitation poses a crucial problem in clinical recovery tasks, particularly for individuals with poor motor functions and neurological impairments, and problems in activities of daily living (ADL). To resolve this, we design a novel model, Rehab-DRLX,…
  europepmc 2026 置信度 0.80
• A dynamic spatiotemporal representation framework for deciphering personal brain function.
  Functional magnetic resonance imaging (fMRI) opens a window on observing spontaneous activities of the human brain in vivo. However, the high complexity of fMRI signals makes brain functional representations intractable. Here, we introduce a state decompositio…
  europepmc 2025 置信度 0.80
• Artificial intelligence in rehabilitation: a review of clinical effectiveness, real-world performance, safety, and equity across modalities and settings.
  Rehabilitation faces a scale problem: millions who could benefit lack timely, effective services. Artificial intelligence (AI) and device-based modalities (e.g., robotics and VR) can extend reach and personalise care when validated, yet decision-makers lack a …
  pubmed Abdalla N, El Arab RA, Abdrbo A, Almari M 等 2026 置信度 0.82
• Applications and interrelationships of brain function detection, brain-computer interfaces, and brain stimulation: a comprehensive review.
  Brain-Computer Interface (BCI), Brain Function Detection (BFD), and Brain Stimulation (BS) are three pivotal technological domains in neuroscience and neuroengineering. Each plays a critical role in fundamental research, clinical applications, and human-comput…
  pubmed Xue Y, Chen Y, Wang F, Zhao L 等 2025 置信度 0.82
• Learning discrete neural latent spaces for high-performance speech decoding.
  pubmed Jia Y, Lian Q, Wang L, Wang Y 等 2025 置信度 0.82
• Brain-Computer Interfaces: The Dawn of a New Era in Disease Treatment.
  Brain-computer interface (BCI) technology has emerged as a crucial interdisciplinary advancement in the field of neuropsychiatric disease treatment. With the global rise in the prevalence of neurological and psychiatric disorders, which impose a substantial bu…
  pubmed Feng Y, Zhang W, Chen J, Wu H 等 2026 置信度 0.82
• Sensing Techniques in Virtual Reality for Human Interaction: A Bibliometric Analysis.
  Virtual reality (VR) has emerged as a key technology for immersive human-computer interaction, where sensing systems are essential for enabling natural, adaptive, and multisensory experiences. However, the scientific landscape of sensing techniques in VR remai…
  europepmc 2026 置信度 0.80
• Action sequence guidance with exposure trajectory technology improves performance of motor imagery-based brain-computer interface.
  Background The paradigms greatly influence the performance of motor imagery (MI)-based brain-computer interfaces (BCI) by guiding subjects to imagine. How to make the guidance clear and intuitive is important for MI-BCI to improve performance. New methods This…
  europepmc 2025 置信度 0.80
• Enhancing SSVEP-BCI performance through multi-stimulus discriminant fusion analysis.
  Objective. To enhance frequency recognition in steady-state visual evoked potential (SSVEP)-based brain-computer interfaces (BCIs), particularly under short data acquisition and complex environmental conditions. Approach. We propose multi-stimulus discriminant…
  europepmc 2025 置信度 0.80
• Multi-class mental Task Classification based Brain-Computer Interface using Improved Remora depthwise convolutional adaptive neuro-fuzzy inference network model.
  Background Brain-computer interfaces (BCIs) offer a promising avenue for individuals with severe motor disabilities to interact with the world. By decoding brain signals, BCIs can enable users to control devices and communicate thoughts. However, challenges su…
  europepmc 2025 置信度 0.80
• EEG-to-gait decoding via phase-aware representation learning.
  pubmed Fu X, Jiang W, Liu R, Müller-Putz GR 等 2026 置信度 0.82
• A Zwitterionic Conductive Hydrogel Interface for Enhanced Electrocorticography Signal Fidelity via High Conductivity, Antifouling, and Brain-Matched Mechanics.
  Electrocorticography (ECoG) holds considerable promise for neural signal monitoring with high spatiotemporal resolution. However, conventional rigid ECoG electrodes are often hampered by poor mechanical compliance and insufficient resistance to biofouling, lea…
  pubmed Xiang Y, He X, Cheng T, Zhu W 等 2025 置信度 0.82
• Towards the use of functional near-infrared spectroscopy as an assessment tool in disorders of consciousness.
  Functional near-infrared spectroscopy (fNIRS) has emerged as a promising neuroimaging tool for assessing patients with disorders of consciousness (DoC). While functional magnetic resonance imaging (fMRI) and electroencephalography (EEG) have advanced the detec…
  pubmed Kazazian K, Kolisnyk M, Gupta G, de Jeu J 等 2026 置信度 0.82
• Inner Speech Decoding: A Comprehensive Review.
  Inner speech decoding is the process of identifying silently generated speech from neural signals. In recent years, this candidate technology has gained momentum as a possible way to support communication in severely impaired populations. Specifically, this ap…
  pubmed Almufareh MF, Kausar S, Humayun M, Tehsin S 等 2025 置信度 0.82
• Improving brain-computer interface performance with optimized frequency interaction and enhancement techniques: CFC-PSO-XGBoost (CPX).
  Purpose This work aims to increase the classification accuracy of motor imagery-based brain-computer interface (MI-BCI) by employing Cross-Frequency Coupling (CFC) and using spontaneous EEG as an input for the features to increase the system's robustness. Meth…
  europepmc 2025 置信度 0.80
• Leveraging low-frequency components for enhanced high-frequency steady-state visual evoked potential based brain computer interface in fast calibration scenario.
  High-frequency steady-state visual evoked potential-based brain-computer interface (SSVEP-BCI) systems offer improved user comfort but suffer from reduced performance compared to their low-frequency counterparts, limiting their practical application. To addres…
  europepmc 2025 置信度 0.80