Spiking Neural Networks

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30 papers in the last four weeks, up 650% on the four weeks before. 0.3% of all new papers.

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  1. SpikingMOT: A Spike-Driven Multi-Object Tracker

    Jul 22, 2026Yiding Sun, Xiangyang Yang, Dongxu Zhang +7Activation SparsitySpiking Neural Networks

    1Xi’an Jiaotong University · 2Peking University · 3Guilin University of Technology

  2. Spiking Neural Networks for fMRI-Based Visual Semantic Decoding

    Jul 21, 2026Jiahong Zhang, Jinning Zhao, Sijun Shen +3Visual Representation LearningNeural Decoding

    Institute of Automation, Chinese Academy of Sciences, Beijing 100045, China · School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China · State Key Laboratory of Media Convergence and Communication, Communication University of China, Beijing 100024, China

  3. Bio-SFT: Asymmetric Cortical Guidance and Retinal Adaptation for Robust HDR Reconstruction

    Jul 20, 2026Tingyu Cheng, Ting Zhang, Chongyi Li +2Spiking TransformersImage Enhancement

    Fujian Key Laboratory of Intelligent Processing and Wireless Transmission of Media Information, College of Physics and Information Engineering, Fuzhou University, Fujian 350108, China · School of Computer Science, Nankai University, Tianjin 300071, China · School of Electrical and Information Engineering, Tianjin University, Tianjin 300072, China

  4. Scalable Training of Continuous-Time Spiking Neural Networks with Differentiable Spike-Time Discretization

    Jul 16, 2026Yusuke Sakemi, Tomoya Takeuchi, Takeo Hosomi +1Spiking Neural Networks

    Research Center for Mathematical Engineering, Chiba Institute of Technology, Narashino, Japan · International Research Center for Neurointelligence (WPI-IRCN), The University of Tokyo, Tokyo, Japan · NEC Corporation, Kawasaki, Japan

  5. Visual Place Recognition Using Rate-Encoded Spiking Neural Networks with Discrete STDP Learning

    Jul 15, 2026Altzi Tsanko, Oikonomou Katerina Maria, Antonios GasteratosVisual Place RecognitionSpiking Neural Networks

    Department of Production and Management Engineering, Democritus University of Thrace, Xanthi 67100, Greece

  6. Event-based Neural Decoding for Neuroprosthetic Motor Control

    Jul 13, 2026Khaleelulla Khan Nazeer, Sirine Arfa, Matthias Jobst +2Efficient Neural Network InferenceBrain-Computer Interfaces

    Chair of Highly-Parallel VLSI-Systems and Neuromorphic Circuits, Technische Universität Dresden, Germany · Centre for Tactile Internet with Human-in-the-Loop (CeTI), Dresden, Germany

  7. Efficient and Robust Spiking Neural Networks for sEMG-Based Muscle Fatigue Detection

    Jul 13, 2026Kaiwen Tang, Jiaqi Dong, Zhanglu Yan +1Energy-Efficient MLSpiking Neural Networks

    University of Singapore

  8. Event Burst Trigger: An Availability Backdoor Attack on Event-Based SNN Object Detection

    Jul 10, 2026Jaesun Baek, Chanwook Lee, Eun-Kyu LeeBackdoor AttacksSpiking Neural Networks

    Dept. of Information and Telecommunication Eng., Incheon National University, Republic of Korea

  9. Single-Entity Spiking Neuron Models: Survey

    Jul 8, 2026Leon Parepko, Danila Shulepin, Albert NasybullinSpiking Neural Networks

    Innopolis University Innopolis, Russia

  10. Dynamic neural manifolds for flexible closed-loop control on neuromorphic hardware

    Jul 8, 2026Oskar von Seeler, Christian Tetzlaff, Andrew LehrRobotic ControlNeural Representation Geometry

    Group of Computational Synaptic Physiology, Department of Neuro- and Sensory Physiology, University Medical Center Göttingen, Germany · Campus Institute Data Science, University of Göttingen, Germany · Circulant Labs, Bensheim, Germany

  11. A Hardware-Aware Open-Source Framework for Design Space Exploration of Mixed-Signal Spiking Neural Networks

    Jul 7, 2026Sayma Nowshin Chowdhury, Vineeta Nair, Taseen Forhad +3Spiking Neural NetworksNeuromorphic Computing

    Department of Electrical and Computer Engineering, University of Maryland, College Park, MD, USA · Hewlett Packard Labs, USA · Lockheed Martin, USA

  12. GelNeuro: A Sensing-Computing Integrated Neuromorphic Tactile System for Texture Recognition

    Jul 6, 2026Luoyang Bian, Xinpan Meng, Zhenghua Ma +2Vision-Based Tactile SensingTactile Sensing

    State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China · School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China

  13. Efficient Perception in Automotive Detection and Tracking Using Neuromorphic Computing

    Jul 6, 2026Manish Kolachalam, Rani MalhotraEnergy-Efficient MLAutonomous Driving Perception

    Applied Research Center for Autonomous Machines, Infosys Center for Emerging Technologies, Bangalore, Karnataka, India, 560100

  14. Burst Spiking Neural Networks

    Jul 5, 2026Jiahong Zhang, Sijun Shen, Man Yao +5Distribution Shift RobustnessNeural Network Robustness

    Institute of Automation, Chinese Academy of Sciences, Beijing 100045, China · School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China · State Key Laboratory of Media Convergence and Communication, Communication University of China, Beijing 100024, China +3

  15. EEG-Based Imagined Speech Decoding Using a Hybrid CNN-SNN Architecture

    Jul 4, 2026Fatima Shalhoub, Mariam Al Mawla, Kabalan Chaccour +2Brain-Computer InterfacesEEG Decoding

    TICKET Lab., Antonine University, Hadat-Baabda, Lebanon · Doctoral School of Science, Technology, and Engineering, University of Granada, Granada, Spain · University of Technology Belfort-Montb´eliard, SINERGIES, F-90000 Belfort, France +3

  16. A Spiking Sequence Generator for Polar Trajectories on Neuromorphic Hardware

    Jul 2, 2026William R. P. Nourse, Roger D. QuinnSpiking Neural NetworksNeuromorphic Computing

    Mechanical & Aerospace Engineering, Case Western Reserve University, Cleveland, OH, USA · Mechanical & Aerospace Engineering, West Virginia University, Morgantown, WV, USA

  17. Dendritic In-Context Learning in a Single-Layer Spiking Neural Network

    Jul 2, 2026Juwei Shen, Yujie Wu, Changwen ChenSpiking Neural NetworksIn-Context Learning

    Department of Computing, FCMS The Hong Kong Polytechnic University Hong Kong, China

  18. Electronic Bursting Neuron: design, equations and hardware implementation

    Jul 2, 2026Lev V. Takaishvili, Vladimir I. Ponomarenko, Maksim V. Kornilov +1Spiking Neural NetworksNeuromorphic Computing

    1Peter the Great St. Petersburg Polytechnic University, Russia · 2Saratov Branch of Kotelnikov Institute of Radioengineering and Electronics of RAS, Russia · 3Saratov State University, Russia

  19. Intrinsically Stable Spiking Neural Networks: Overcoming the Performance Barrier in the Absence of Batch Normalization

    Jun 30, 2026Ruichen Ma, Xiaoyang Zhang, Jian Bai +5Spiking Neural Networks

    University of Electronic Science and Technology of China (UESTC) · Beijing Institute of Remote-Sensing Equipment · Shenzhen Institute for Advanced Study, UESTC

  20. Unified Complex-valued Neural Network: A Magnitude-Phase Computational Model for Event-Driven Neuromorphic Learning

    Jun 27, 2026Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike BanadComplex-Valued Neural NetworksSpiking Neural Networks

    Department of Electrical and Computer Engineering, University of Oklahoma, Oklahoma, United States

  21. Criticality-Constrained Iterative Pruning for Energy-Efficient Spiking Neural Networks via Combined Importance Scoring

    Jun 26, 2026Muhammad HamzaEfficient Neural Network InferenceSpiking Neural Networks

    Indian Institute of Technology Kharagpur, West Bengal 721302, India

  22. SpikeVLA: Vision-Language-Action Models with Spiking Neural Networks

    Jun 26, 2026Ruiqi Song, Dujun Nie, Siyu Teng +7Spiking Neural NetworksVision-Language-Action Models

    College of Surveying and Geo-informatics, Tongji University, Shanghai, China · State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China · OpenSpace Lab, China +6

  23. End-to-End Radar and Communication Modulation Recognition with Neuromorphic Computing

    Jun 23, 2026Xiaohu Li, Chongxiao Qu, Caiyong Lin +2Efficient Neural Network InferenceSpiking Transformers

    China Nanhu Academy of Electronics and Information Technology, Jiaxing, China · University of Electronic Science and Technology of China, Chengdu, China

  24. An Open-Source LFSR-Based Stochastic Leaky Integrate-and-Fire Neuron in SkyWater 130 nm: Design, Stochastic Characterisation, and Rate Coding

    Jun 22, 2026Poornima Kumaresan, Santhosh SivasubramaniSpiking Neural NetworksNeuromorphic Computing

    Intrinsic Lab, Centre for Sensors, Instrumentation and Cyber-Physical System Engineering (SeNSE), Indian Institute of Technology Delhi, New Delhi 110016, India

  25. Neuromorphic Speech Enhancement with Dual-Branch Spiking Neural Networks

    Jun 22, 2026Taiyu Meng, Wenbin Jiang, Haoyi Zhang +2Speech EnhancementSpiking Neural Networks

    School of Communication Engineering, Hangzhou Dianzi University, Hangzhou, China

  26. Design and Development of a Neuromorphic Silicon Suite: PVT Sensing, Stochastic LIF Inference, On-Chip STDP Learning, and Crossbar Programming

    Jun 21, 2026Poornima Kumaresan, Santhosh SivasubramaniSpiking Neural NetworksSpike-Timing-Dependent Plasticity

    Intrinsic Lab, Centre for Sensors, Instrumentation and Cyber-Physical System Engineering (SeNSE), Indian Institute of Technology Delhi, New Delhi 110016, India

  27. Soliton-like Waves in a Two-Dimensional Recurrent Spiking Neural Network with Weighted Spike-Timing-Dependent Plasticity

    Jun 19, 2026Ch. MeessenDynamical SystemsRecurrent Neural Networks

    Independent researcher, computational neuroscience, France

  28. Hybrid ANN-SNN Pipeline with Local Plasticity

    Jun 18, 2026Denis Larionov, Khairutin Shtanchaev, Mikhail Kiselev +2Spiking Neural NetworksImage Classification

    Chuvash State University, Cheboksary, Russia · LLC NForm, Moscow, Russia · Dagestan State Technical University, Makhachkala, Russia +1

  29. A Neuromorphic Reinforcement Learning Framework for Efficient Pathfinding in Robotic Mobile Fulfillment Systems

    Jun 18, 2026Junzhe Xu, Zecui Zeng, Lusong Li +2RL for RoboticsMobile Robotics

    The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China. · JD Explore Academy, Beijing, China.

  30. Adaptive Speech-to-Spike Encoding for Spiking Neural Networks

    Jun 17, 2026Taharim Rahman Anon, Jakaria Islam EmonKeyword SpottingSpeech Processing

    1PI LLC, Sapporo, Hokkaido, Japan