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• On-device Online Learning and Semantic Management of TinyML Systems
  Recent advances in Tiny Machine Learning (TinyML) empower low-footprint embedded devices for real-time on-device Machine Learning (ML). While many acknowledge the potential benefits of TinyML, its practical implementation presents unique challenges. This study…
  crossref Haoyu Ren, Darko Anicic, Xue Li, Thomas Runkler 2024-05-16T11:25:23Z 置信度 0.70
• Perspectives of TinyML-Based Self-management in IoT-Based Systems
  crossref Mohamed Maoui, Rohallah Benaboud 2024-07-30T13:03:51Z 置信度 0.70
• TinyML-based Image Recognition for Real-time Capybara Detection on Resource-constrained Embedded Hardware in Precision Livestock Farming
  crossref Tung Chiun Wen, Fabiano Gregolin, Késia Oliveira da Silva Miranda, Luana Maria Benicio 等 2026-06-05T06:31:41Z 置信度 0.70
• TinyML for Safe Driving: The Use of Embedded Machine Learning for Detecting Driver Distraction
  crossref Thommas Flores, Marianne Silva, Mariana Azevedo, Thais Medeiros 等 2023-08-23T13:53:46Z 置信度 0.70
• Development of a Cost-Effective Myoelectric Prosthetic Hand with Embedded TinyML for Real-Time Hand Function Rehabilitation
  crossref Md. Alimul Islam, Md. Abu Sayed, Muhammad Muinul Islam, Muhammad Abdul Kadir 2026-06-11T19:58:03Z 置信度 0.70
• An Embedded Tinyml Framework for Real-Time Anomaly Detection in Bluetooth Low Energy Wearable Devices
  crossref Vignesh Kumar M, Sathis Kumar N R, Mariyam Jasmine S A, Pathma Sri S 等 2026-04-01T20:07:19Z 置信度 0.70
• TinyML on Arduino Nano 33 BLE for Disabled Person
  crossref Youssef Bouh, Mohamed Baslam, Mohamed Ouhda 2024-02-29T19:02:53Z 置信度 0.70
• A TinyML-Based Edge-AI Module for Microbial Hotspot Detection and Environmental Sensing in Autonomous Field Robotics
  crossref Harini Shrileka, Aadhi Maheshwaran Sri Hari 2026-06-15T07:34:43Z 置信度 0.70
• An Effective Fruit Detection Model Using Convolutional Neural Network with TinyML for Edge Internet of Things Devices for Smart Agriculture
  crossref K Vivek, Ahmad Al-Qerem, Bezawada Sree Nilai, Bharani B R 等 2026-07-07T19:42:05Z 置信度 0.70
• Development of an AI-Based Animal Intrusion Detection System for Agricultural Lands Using ESP32-CAM and TinyML
  Animal invasion is one of the major threats observed recent times in the agricultural lands. This is due to the extension of farm lands to feed the increasing population. There is a need to control this animal invasion without harming the living animals. Hence…
  crossref B. A. Anand, R. Manoj, V. S. Mokshitha, Monika. M. Chowhan 等 2026-06-03T09:52:44Z 置信度 0.70
• Industry 4.0 Efficiency: Predictive Maintenance with TinyML and an Incremental Model
  crossref Abdelwahed Elmoutaoukkil, Marouane Chriss, Amine Khatib, Ahmed Mouchtachi 2024-12-23T07:02:35Z 置信度 0.70
• Deep Reorganization: Retaining Residuals in TinyML
  crossref Hashan Roshantha Mendis, Chih-Kai Kang, Chun-Han Lin, Ming-Syan Chen 等 2024-11-07T19:27:22Z 置信度 0.70
• A Feasibility Study on Tinyml-Based Framework for Categorical Urban Noise Detection Using Low-Cost Sensors: A Systematic Review
  A rise in Urbanisation has vastly increased the number of environmental issues related to urban living, including, most significantly, Noise Pollution, which is now seen as a major Public Health Threat to the residents of contemporary urban centres. Numerous s…
  crossref Batis, Glen Justine P, Castro, Christian Joeffrey B, Moran, Allysa Mae D, Pastor Jr., Jerry R 等 2026-04-01T11:13:41Z 置信度 0.70
• Edge Impulse vs TensorFlow: A Comparative Analysis of TinyML Platforms for Maize Leaf Disease Identification
  crossref Ewura Abena Essanoah Arthur, Fortunatus Aabangbio Wulnye, Dennis Agyemanh Nana Gookyi, Kwame Opuni-Boachie Obour Agyekum 等 2024-04-25T17:39:17Z 置信度 0.70
• CardioTML: ESP32-Based TinyML Wearable System for Early Identification of Cardiac Risk to Enhance Well-Being and Support Healthcare
  crossref Nahian Akber Chowdhury, Md Iftakhar Ahsan Jarif, Tanzil Ahmed Rahin, Saruar Hossain Shovo 等 2026-06-11T19:58:03Z 置信度 0.70
• TNY-INGEN-eyx: An Optimized TinyML-Based Early Detection of Glaucoma with Severity Level
  crossref Fortunatus Aabangbio Wulnye, Syma Afsha, Kwadwo Owusu Akuffo, Eunice Achampong Boadu 等 2026-07-01T19:34:17Z 置信度 0.70
• Development of a TinyML based four-chamber refrigerator (TBFCR) for efficiently storing pharmaceutical products: Case Study: Pharmacies in Rwanda
  crossref Joseph HABIYAREMYE, Marco ZENNARO, Chomora MIKEKA, Emmanuel MASABO 2022-06-21T20:27:55Z 置信度 0.70
• TinyForge: A Design Space Exploration to Advance Energy and Silicon Area Trade-offs in tinyML Compute Architectures with Custom Latch Arrays
  crossref Massimo Giordano, Rohan Doshi, Qianyun Lu, Boris Murmann 2024-04-24T12:08:21Z 置信度 0.70
• A.I. NEURAL NETWORKS INFERENCE INTO THE IOT EMBEDDED DEVICES USING TINYML FOR PATTERN DETECTION WITHIN A SECURITY SYSTEM
  crossref Cristian TOMA, Marius POPA, Mihai DOINEA 2020-12-15T03:13:12Z 置信度 0.70
• muRISCV-NN: Challenging Zve32x Autovectorization with TinyML Inference Library for RISC-V Vector Extension
  crossref Philipp van Kempen, Jefferson Parker Jones, Daniel Mueller-Gritschneder, Ulf Schlichtmann 2024-07-01T06:19:21Z 置信度 0.70
• TinyML-Enabled Intelligent Question-Answer Services in IoT Edge Consumer Devices
  crossref Xuan Wu, Xuanye Lin, Zhen Zhang, Chien-Ming Chen 等 2024-07-08T17:29:39Z 置信度 0.70
• A TinyML-based Predictive Maintenance Framework for DC Motor Systems with Lightweight WebXR Digital Twin Visualization
  crossref I Nyoman Kusuma Wardana, I Wayan Budi Sentana, Putri Alit Widyastuti Santiary, Ida Bagus Irawan Purnama 等 2026-08-14T19:34:41Z 置信度 0.70
• TinyML for Eddy Current Testing: A Review of Advances, Challenges, and Applications
  crossref Shanming Qin, Yingchun Chen, Md Masuduzzaman, Chengshun Xu 等 2026-04-20T20:05:57Z 置信度 0.70
• A Primer for tinyML Predictive Maintenance: Input and Model Optimisation
  crossref Emil Njor, Jan Madsen, Xenofon Fafoutis 2022-06-16T11:52:13Z 置信度 0.70
• ACTION: Automated Hardware-Software Codesign Framework for Low-precision Numerical Format SelecTION in TinyML
  crossref Hamed F. Langroudi, Vedant Karia, Tej Pandit, Becky Mashaido 等 2022-07-13T13:06:54Z 置信度 0.70
• Security, Privacy, and Trust Challenges in TinyML-Based IoT Edge Intelligence
  The rapid expansion of the Internet of Things (IoT) has driven a shift toward distributed intelligence, where interconnected devices generate and process large-scale data in real time. Traditional cloud-centric architectures face limitations including high lat…
  crossref Obinna Emmanuel Obi-Akwari, Meletius Mgbeodichimma Igbokwe, Itohowo Effiong Charles, Muinat Taiwo Adedokun 等 2026-07-30T13:14:57Z 置信度 0.70
• Demo: Battery-free TinyML Made Easy with Riotee
  crossref Kai Geissdoerfer, Marco Zimmerling 2024-11-04T18:48:26Z 置信度 0.70
• TinyML-Based Swine Vocalization Pattern Recognition for Enhancing Animal Welfare in Embedded Systems
  The automatic recognition of animal vocalizations is a valuable tool for monitoring pigs’ behavior, health, and welfare. This study investigates the feasibility of implementing a convolutional neural network (CNN) model for classifying pig vocalizations using …
  crossref Tung Chiun Wen, Caroline Ferreira Freire, Luana Maria Benicio, Giselle Borges de Moura 等 2025-07-04T03:47:26Z 置信度 0.70
• TinyML-Enabled Frugal Smart Objects: Challenges and Opportunities
  crossref Ramon Sanchez-Iborra, Antonio F. Skarmeta 2020-08-13T16:30:43Z 置信度 0.70
• Architectural Design for Inspection of Machine Objects Using Small DNNs as TinyML for Machine Vision of Defects and Faults in the Manufacturing Processes
  crossref Raj Kamal, Aabha Jain, Manojkumar Vilasrao Deshpande 2021-09-03T21:31:02Z 置信度 0.70
• A Modular IoT-TinyML Architecture for Early Detection of Citrus Diseases
  crossref José David Ortiz Cuadros, Oscar Agustín Loyola Valenzuela, Santiago Murillo Rendón 2026-08-06T15:52:17Z 置信度 0.70
• Adaptive smart aquaculture environmental control using deep reinforcement learning on TinyML platforms
  crossref Yi-Chih Tung, Faril Pirwanhadi, I Gusti Nyoman Anton Surya Diputra, En-Cheng Liou 2026-06-14T17:28:31Z 置信度 0.70
• Vision-Based Supervisory Concept for Manual Assembly Operations Using TinyML on an STM32 Microcontroller
  crossref Jakub Kaščak, Lucia Knapčíková, Martin Pollák, Zuzana Mitaľová 等 2026-05-03T23:25:30Z 置信度 0.70
• Probabilistic Caching Strategy and TinyML-Based Trajectory Planning in UAV-Assisted Cellular IoT System
  crossref Xin Gao, Xue Wang, Zhihong Qian 2024-01-31T18:38:03Z 置信度 0.70
• Developing a TinyML-Oriented Deep Learning Model for an Intelligent Greenhouse Microclimate Control from Multivariate Sensed Data
  crossref Ilham Ihoume, Rachid Tadili, Nora Arbaoui, Mohamed Benchrifa 等 2023-01-24T18:02:39Z 置信度 0.70
• A data-stream TinyML compression algorithm for vehicular applications: a case study
  crossref Marianne Silva, Gabriel Signoretti, Thommas Flores, Pedro Andrade 等 2022-07-22T16:42:05Z 置信度 0.70
• Metodologia baseada em TinyML para Estimar as Emissões de CO2: Uma Análise Comparativa entre Abastecimentos de veículo com Etanol e Gasolina
  crossref Tatiane Gois, Matheus Andrade, Thaís Medeiros, Marianne Silva 等 2025-01-24T17:31:41Z 置信度 0.70
• A Heterogeneous TinyML SoC with Energy-Event-Performance-Aware Management and Compute-in-Memory Two-Stage Event-Driven Wakeup
  crossref Yanchi Dong, Xueping Liu, Kangbo Bai, Guoxiang Li 等 2024-08-26T17:23:31Z 置信度 0.70
• Fault Injection Attacks and Countermeasures on TinyML Algorithms
  crossref Anthony Etim, Srilalith Nampally, Aubtin Rasouli, Dustin Mazza 等 2026-07-15T20:02:14Z 置信度 0.70
• TEDA-RLS: A TinyML Incremental Learning Approach for Outlier Detection and Correction
  crossref Pedro Andrade, Marianne Silva, Morsinaldo Medeiros, Daniel G. Costa 等 2024-09-17T18:55:04Z 置信度 0.70
• SAMS: a sustainable agri-tech monitoring system integrating IoT and TinyML for smart farming
  crossref Md Abdul Hamid, S. M. Nuruzzaman Nobel, Md Ashraful Hossain, Md Asif Imran 等 2026-04-06T07:59:20Z 置信度 0.70
• Augmenting Embodied Learning in Welding Training: The Co-Design of an XR- and tinyML-Enabled Welding System for Creative Arts and Manufacturing Training
  crossref Zhenfang Chen, Tate Johnson, Andrew Knowles, Ann Li 等 2024-01-24T18:17:01Z 置信度 0.70
• Designing resilient IoT and Edge Computing with federated tinyML
  crossref Paul Laiu, Mingyan Li, Jeffrey A. Nichols, Mike Huettel 等 2026-02-06T16:32:03Z 置信度 0.70
• A Deep Learning-Powered TinyML Model for Gesture-Based Air Handwriting Simple Arabic Letters Recognition
  crossref Ismail Lamaakal, Yassine Maleh, Ibrahim Ouahbi, Khalid El Makkaoui 等 2024-08-31T03:44:48Z 置信度 0.70
• Lightweight Convolutional Neural Networks Framework for Really Small TinyML Devices
  crossref César A. Estrebou, Martín Fleming, Marcos D. Saavedra, Federico Adra 等 2022-03-29T20:06:14Z 置信度 0.70
• On the adversarial robustness of full integer quantized TinyML models at the edge
  crossref Davy Preuveneers, Willem Verheyen, Sander Joos, Wouter Joosen 2023-11-16T18:16:31Z 置信度 0.70
• Enhancing the Energy Efficiency and Robustness of tinyML Computer Vision Using Coarsely-quantized Log-gradient Input Images
  This article studies the merits of applying log-gradient input images to convolutional neural networks (CNNs) for tinyML computer vision (CV). We show that log gradients enable: (i) aggressive 1-bit quantization of first-layer inputs, (ii) potential CNN resour…
  crossref Qianyun Lu, Boris Murmann 2023-04-08T10:32:16Z 置信度 0.70
• TrustEdge: A quantum-safe, self-healing framework for federated TinyML in critical ICU monitoring
  crossref Umar Hayat Khan, Affaq Qamar, Rahim Khan, Mohamad A. Alawad 等 2025-12-18T00:38:24Z 置信度 0.70
• Medusa: A 0.83/4.6 ${\mu}\mathrm{J}$/Frame 86/91.6%-CIFAR-10 TinyML Processor with Pipelined Pixel Streaming of Bottleneck Layers in 28nm CMOS
  crossref Rohan Doshi, Massimo Giordano, Justin Olah, Zhidong Cao 等 2024-08-26T17:23:31Z 置信度 0.70
• TinyML on Mobile Devices for Hybrid Energy Management Systems
  crossref Olha Boiko, Anton Komin, Vira Shendryk, Reza Malekian 等 2024-10-31T17:32:03Z 置信度 0.70
• LOPdM: A Low-Power On-Device Predictive Maintenance System Based on Self-Powered Sensing and TinyML
  crossref Zijie Chen, Yiming Gao, Junrui Liang 2023-08-24T17:22:29Z 置信度 0.70
• TinyEP: TinyML-Enhanced Energy Profiling for Extreme Edge Devices
  crossref Kilian Müller, Johannes Weidner, Norman Franchi, Peter Wägemann 2024-12-18T19:40:41Z 置信度 0.70
• ML-HW Co-Design of Noise-Robust TinyML Models and Always-On Analog Compute-in-Memory Edge Accelerator
  crossref Chuteng Zhou, Fernando García Redondo, Julian Büchel, Irem Boybat 等 2022-08-19T19:37:40Z 置信度 0.70
• On The Dynamic Ensemble Selection for TinyML-based Systems - a Preliminary Study
  crossref Tobiasz Puślecki, Krzysztof Walkowiak 2026-05-07T11:35:59Z 置信度 0.70
• TinyML Empowered Transfer Learning on the Edge
  crossref Ali M. Hayajneh, Maryam Hafeez, Syed Ali Raza Zaidi, Des McLernon 2024-03-05T14:24:27Z 置信度 0.70
• Real-Time Arabic Digit Spotting with TinyML-Optimized CNNs on Edge Devices
  crossref Yasmine Abu Adla, Mazen A. R. Saghir, Mariette Awad 2023-05-31T08:03:56Z 置信度 0.70
• An unsupervised TinyML approach applied to the detection of urban noise anomalies under the smart cities environment
  crossref Sahibzada Saadoon Hammad, Ditsuhi Iskandaryan, Sergio Trilles 2023-06-30T12:08:04Z 置信度 0.70
• An Ultra-Low Power TinyML System for Real-Time Visual Processing at Edge
  crossref Kunran Xu, Huawei Zhang, Yishi Li, Yuhao Zhang 等 2023-01-23T19:36:23Z 置信度 0.70
• TinyML-based Wearable ECG Monitoring Systems: State-of-the-Art Survey on Architectures, Optimizations and Deployment Challenges towards Future Directions
  crossref Saja B. Attallah, Rand A. Atta, Zaid Ameen Abduljabbar, Ruslan S. Naseef 等 2026-07-24T19:12:37Z 置信度 0.70
• RAMAN: A Reconfigurable and Sparse tinyML Accelerator for Inference on Edge
  crossref Adithya Krishna, Srikanth Rohit Nudurupati, D. G. Chandana, Pritesh Dwivedi 等 2024-04-12T13:31:25Z 置信度 0.70
• Ocular Disease Recognition Using TinyML for Efficient Android Implementation
  crossref Cococi Alin-Gabriel, Dogaru Radu 2024-08-29T17:03:35Z 置信度 0.70
• Hybrid Convolution and Vision Transformer NAS Search Space for TinyML Image Classification
  crossref Mikhael Djajapermana, Moritz Reiber, Daniel Mueller-Gritschneder, Ulf Schlichtmann 2026-05-07T11:34:33Z 置信度 0.70
• TinyML Model for Fault Classification of Photovoltaic Modules Based on Visible Images
  crossref Z. Ksira, N. Blasuttigh, A. Mellit, A. Massi Pavan 2024-05-27T05:01:47Z 置信度 0.70
• FlashMAC: A Time-Frequency Hybrid MAC Architecture With Variable Latency-Aware Scheduling for TinyML Systems
  crossref Surin Gweon, Sanghoon Kang, Kwantae Kim, Hoi-Jun Yoo 2022-07-04T20:01:12Z 置信度 0.70
• TinyML Design Contest for Life-Threatening Ventricular Arrhythmia Detection
  crossref Zhenge Jia, Dawei Li, Cong Liu, Liqi Liao 等 2023-08-29T17:51:31Z 置信度 0.70
• Unlocking Edge Intelligence Through Tiny Machine Learning (TinyML)
  crossref Syed Ali Raza Zaidi, Ali M. Hayajneh, Maryam Hafeez, Q. Z. Ahmed 2022-09-16T15:35:52Z 置信度 0.70
• TinyML-Based Intrusion Detection System for In-Vehicle Network Using Convolutional Neural Network on Embedded Devices
  crossref Hyungchul Im, Seongsoo Lee 2024-10-07T13:45:09Z 置信度 0.70
• Evaluation of the Energy Viability of Smart IoT Sensors Using TinyML for Computer Vision Applications: A Case Study
  crossref Adriel Monti De Nardi, Maxwell Eduardo Monteiro 2023-10-25T23:03:00Z 置信度 0.70
• Toward Stroke Rehabilitation: A Single Hand-Mounted IMU and TinyML for Therapeutic Hand Movement Recognition
  Abstract Stroke rehabilitation requires repetitive, consistent physical therapy to restore upper-limb motor function. However, traditional supervised therapy is resource-intensive and often inaccessible for home-based recovery. This paper presents a low-cost, …
  crossref Xiru Chen, Sohail Ahmed Soomro, Georgi V. Georgiev 2026-06-15T11:35:20Z 置信度 0.70
• Short Paper: Counting Parked Bicycles on the Edge - A TinyML Smart City Application
  crossref Jan Stenkamp, Mathis Hunke, Cem Karatas, Steffen Kirchhoff 等 2026-05-08T14:20:14Z 置信度 0.70
• Online Processing of Vehicular Data on the Edge Through an Unsupervised TinyML Regression Technique
  The Internet of Things (IoT) has made it possible to include everyday objects in a connected network, allowing them to intelligently process data and respond to their environment. Thus, it is expected that those objects will gain an intelligent understanding o…
  crossref Pedro Andrade, Ivanovitch Silva, Marianne Diniz, Thommas Flores 等 2023-04-08T06:32:16Z 置信度 0.70
• Intelligent Solar Forecasts: Modern Machine Learning Models and TinyML Role for Improved Solar Energy Yield Predictions
  crossref Ali M. Hayajneh, Feras Alasali, Abdelaziz Salama, William Holderbaum 2024-01-15T21:21:58Z 置信度 0.70
• Developing a TinyML Image Classifier in an Hour
  crossref Riccardo Berta, Ali Dabbous, Luca Lazzaroni, Danilo Pietro Pau 等 2024-08-29T14:13:59Z 置信度 0.70
• TinyML-Enabled IoT Edge Framework With Knowledge Distillation for Weed Classification
  crossref Yuxuan Zhang, Yuchen Lu, Luciano Sebastian Martinez-Rau, Zhengqiang Fan 等 2026-03-31T19:53:28Z 置信度 0.70
• STEP-SAFE: Smart TinyML and Few-Shot Enabled Pedestrian and Cyclist Safety Framework for Intelligent Transportation System
  crossref Maira Khalid, Ahmed Raza Mohsin, Jehad Ali, Houbing Herbert Song 等 2026-04-01T20:14:11Z 置信度 0.70
• Atrial Fibrillation and Sinus Rhythm Detection Using TinyML (Embedded Machine Learning)
  crossref Guilherme V. B. F. Silva, Mateus D. Lima, José A. F. Filho, Marcelo J. Rovai 2024-01-03T05:02:57Z 置信度 0.70
• A TinyML Platform for On-Device Continual Learning With Quantized Latent Replays
  crossref Leonardo Ravaglia, Manuele Rusci, Davide Nadalini, Alessandro Capotondi 等 2021-10-20T18:02:18Z 置信度 0.70
• Autonomous Solar-Powered Smart Sensing Node: Integrating TinyML and Hybrid LoRaWAN/Wi-Fi Connectivity for Sustainable Precision Agriculture
  Precision agriculture and sustainable farming practices require autonomous environmental monitoring systems capable of operating in remote areas with limited energy and connectivity. However, the high cost of existing professional technology remains a signific…
  crossref Elizabeth Ospina-Rojas, Juan Sebastián Botero-Valencia, Juan Guillermo Muñoz-Cataño, Juan Carlos Morales-Guerra 等 2026-08-03T12:57:56Z 置信度 0.70
• Agentic TinyML for Intent-Aware Handover in 6G Wireless Networks
  crossref Alaa Saleh, Roberto Morabito, Sasu Tarkoma, Anders Lindgren 等 2025-12-29T18:40:07Z 置信度 0.70
• Efficient On-Device Domain Learning for Keyword Spotting on Ultra-Low-Power Platforms
  crossref Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado 等 2026-01-14T20:41:02Z 置信度 0.70
• Federated learning for IoT devices: Enhancing TinyML with on-board training
  crossref M. Ficco, A. Guerriero, E. Milite, F. Palmieri 等 2023-12-08T02:51:53Z 置信度 0.70
• A Folded-Differential Switched-Capacitor SRAM CIM Macro With Scalable MAC Sizes for TinyML Inference
  crossref Zhonghao Chen, Ling-An Cheong, Tianyi Yu, Yiming Chen 等 2026-02-06T20:52:44Z 置信度 0.70
• Lyapunov-Guided Long-Term Fairness-Aware Federated Learning for Collaborative TinyML on Edge Devices
  crossref Jianfeng Lu, Yuhang Sheng, Shuqin Cao, Said Elnaffar 等 2024-05-07T13:28:30Z 置信度 0.70
• Hardware/Software Co-Design for TinyML Voice-Recognition Application on Resource Frugal Edge Devices
  On-device artificial intelligence has attracted attention globally, and attempts to combine the internet of things and TinyML (machine learning) applications are increasing. Although most edge devices have limited resources, time and energy costs are important…
  crossref Jisu Kwon, Daejin Park 2021-11-23T02:55:17Z 置信度 0.70
• Enhancing TinyML-Based Container Escape Detectors With Systemcall Semantic Association in UAVs Networks
  crossref Tao Zheng, Yunxiang Qiu, Yundan Zheng, Qixu Wang 等 2024-02-22T19:52:56Z 置信度 0.70
• Design and Implementation of UFRJ Nautilus’ AUV Lua - A TinyML Approach
  crossref Lara F. de Amorim, Vitor A. Pavani, Lucas B. Alexandre, Pedro H. Teixeira 等 2022-12-13T19:43:02Z 置信度 0.70
• TinyAirNet: TinyML Model Transmission for Energy-Efficient Image Retrieval From IoT Devices
  crossref Junya Shiraishi, Mathias Thorsager, Shashi Raj Pandey, Petar Popovski 2024-08-01T18:00:51Z 置信度 0.70
• Integration of TinyML-based proximity and couch sensing in wearable devices for monitoring infectious disease's social distance compliance
  crossref Ritha M. Umutoni, Marvin M. Ogore, Rosette L. Savanna, Damien Hanyurwimfura 等 2023-06-20T15:40:57Z 置信度 0.70
• A Heterogeneous TinyML SoC With Systematic Minimum Energy Searching and Management for Keyword Spotting
  crossref Yanchi Dong, Xueping Liu, Kangbo Bai, Guoxiang Li 等 2025-11-04T18:36:17Z 置信度 0.70
• Machine Learning Assisted Tilt/Azimuth Estimation for Passive Stylus Pens Using Position-Based Model Selection
  crossref Junseo Jo, Hyungcheol Shin, Youngjoo Lee 2026-05-05T20:03:46Z 置信度 0.70
• Intelligent WSN Sensor Node for Oil Spill Detection and Classification: A TinyML and IoT Approach
  crossref Yan Ferreira Da Silva, Raimundo Carlos Silvério Freire, João Viana Da Fonseca Neto 2026-06-12T19:43:27Z 置信度 0.70
• A Hybrid Edge Classifier: Combining TinyML-Optimised CNN With RRAM-CMOS ACAM for Energy-Efficient Inference
  crossref Kieran Woodward, Eiman Kanjo, Georgios Papandroulidakis, Shady Agwa 等 2026-01-19T20:56:18Z 置信度 0.70
• An 1.34-TOPS/W, 16-GOPS/mm ² Digital In-Memory-Computing-Based AI Microcontroller Unit Supporting On-Chip Model Fine-Tuning for a TinyML Device
  crossref Chuan-Tung Lin, Seunghyun Moon, Paul Xuanyuanliang Huang, Mingoo Seok 2026-08-31T19:08:21Z 置信度 0.70
• On-Chip Processing-Assisted TinyML for Heart Rate Monitoring Using Noncontact Ballistocardiogram-Based Bed Sensor
  crossref Quy Phuong Le, Truong Tien Vo, Dogeon Ha, Le The Anh Vi 等 2026-02-20T21:18:28Z 置信度 0.70
• Advancements in TinyML: Applications, Limitations, and Impact on IoT Devices
  Artificial Intelligence (AI) and Machine Learning (ML) have experienced rapid growth in both industry and academia. However, the current ML and AI models demand significant computing and processing power to achieve desired accuracy and results, often restricti…
  crossref Abdussalam Elhanashi, Pierpaolo Dini, Sergio Saponara, Qinghe Zheng 2024-09-09T04:15:01Z 置信度 0.70
• Integration of TinyML and LargeML: A Survey of 6G and Beyond
  crossref Thai-Hoc Vu, Ngo Hoang Tu, Thien Huynh-The, Miroslav Voznak 等 2026-03-16T20:16:26Z 置信度 0.70
• List of contributors
  crossref Zeinab E. Ahmed, Mounir Arioua, Anjali Askhedkar, Diego Avellaneda 等 2024-06-07T08:38:06Z 置信度 0.70
• An Energy Harvesting Algorithm for UAV-Assisted TinyML Consumer Electronic in Low-Power IoT Networks
  crossref Jie Huang, Tao Yu, Chinmay Chakraborty, Fan Yang 等 2024-06-27T20:13:52Z 置信度 0.70
• A Gas Leakage Detection Device Based on the Technology of TinyML †
  Internet of Things devices are frequently used as consumer devices to provide digital solutions, such as smart lighting and digital voice-activated assistants, but they are also employed to alert residents in the instance of an emergency. Given the increasingl…
  crossref Vasileios Tsoukas, Anargyros Gkogkidis, Eleni Boumpa, Stefanos Papafotikas 等 2023-03-22T06:35:28Z 置信度 0.70
• Robustness in TinyML: A Systematic Literature Review
  TinyML enables the deployment of machine learning models on low-power embedded devices, offering energy-efficient solutions for real-world applications. However, TinyML faces significant challenges due to strict memory, processing, and energy constraints, maki…
  crossref Emanuel Pereira, Erick Barboza, Ícaro Araújo, Saulo dos Santos 等 2026-06-11T20:59:09Z 置信度 0.70