Neuromorphic Computing

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13 papers in the last four weeks, up 225% on the four weeks before. 0.1% of all new papers.

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  1. SpikeMoE: Brain-Inspired Competitive Routing for Flexible Spiking Mixture-of-Experts

    Oct 1, 2026Xiaoli Liu, Yujie Liang, Jialin Li +1Spiking Neural NetworksMixture-Of-Experts Architectures

    School of Computer Science and Engineering, University of Electronic Science and Technology of China

  2. Neuromorphic Pseudo-Random Number Generators with a Low Power Hardware Implementation

    Sep 30, 2026Jafar Shamsi, Navid Akbari, Sonia Sennik +2Neuromorphic ComputingField-Programmable Gate Arrays

    Hotchkiss Brain Institute, University of Calgary, Calgary, Canada · Biomedical Engineering, University of Calgary, Calgary, Canada · Electrical and Software Engineering, University of Calgary, Calgary, Canada +2

  3. Simulating Synchrony Loop Networks in the Open Source RISP Neuroprocessor

    Sep 29, 2026Jackson Mowry, Patrick AbbsNeuromorphic ComputingNeural Network

    EECS Department University of Tennessee Knoxville, TN USA · Cambrya, Inc. Austin, TX USA

  4. ADPTNet: Adaptive with Prescriptive Timescales Non-Linear SSM for Sequence Modelling

    Sep 27, 2026Matei-Ioan Stan, Oliver RhodesNeuromorphic ComputingSpiking Neural Networks

    International Centre for Neuromorphic Systems The University of Manchester Manchester, United Kingdom

  5. Modelling dynamic systems transfer functions from events in computational neuromorphic imaging

    Sep 24, 2026Nimrod Kruger, Gregory CohenVision SensorsNeuromorphic Computing

    International Centre for Neuromorphic Systems Western Sydney University Sydney, Australia

  6. Can Spiking Neural Networks play pinball? A neuromorphic motion detector for target tracking

    Sep 21, 2026Mazdak Fatahi, Šárka Pryjmaková, Pierre Boulet +1Neuromorphic ComputingNeural Network

    Univ. Lille, CNRS, Centrale Lille, UMR 9189 CRIStAL, F-59000 Lille, France · Department of Cybernetics, Faculty of Electrical Engineering, Czech Technical University in Prague

  7. NAVIR: Neuromorphic Audio-Visual Speech Recognition for Robust Human-Robot Interaction on Edge Hardware

    Sep 21, 2026Leonidas Delimpasis, Panagiota Moraiti, Antonis Porichis +2Neuromorphic ComputingEdge Hardware

    Plaixus Ltd., Spyrou Patsi 62, 11855, Athens, Greece · Tech Hive Labs, 280 Kifisias Ave., 152 32 Halandri, Greece · AI Innovation Centre, University of Essex, Little Abington, CB21 6GP Cambridge, U.K.

  8. A Spatiotemporal Extension of the Neuromorphic DBSCAN Implementation

    Sep 15, 2026Charles P. Rizzo, James S. PlankNeuromorphic ComputingSpatiotemporal

    Department of Electrical Engineering and Computer Science University of Tennessee Knoxville, TN 37996

  9. Event-based Selective Attention for Multi-resolution Fast Region of Interest (ROI) Detection

    Sep 15, 2026Luca Peres, Giulia D'Angelo, Chiara Bartolozzi +1Neuromorphic ComputingSemantic Region

    Department of Cybernetics Faculty of Electrical Engineering Czech Technical University in Prague Prague, Czech Republic · Istituto Italiano di Tecnologia Genoa, Italy

  10. Scaled Hippocampus-inspired Neural Networks on Neuromorphic Memristive Hardware

    Sep 14, 2026Joseph A. Kilgore, Jeffrey D. Kopsick, Zahin Ahmed +2Neuromorphic ComputingReram Crossbar

    Department of Electrical and Computer Engineering, George Washington University, Washington, 20052, USA · Center for Neural Informatics, Structures, & Plasticity, George Mason University, Fairfax, 22030, USA

  11. Event-Native Symbolic-Temporal Spike Encoding Framework for Heterogeneous Cyber Streams

    Sep 14, 2026Dalton Diez, Peyton Andras, Max Shroyer +1Spiking Neural NetworksTime-To-First-Spike

    Louisiana State University Baton Rouge, Louisiana, USA

  12. Fractional-order hardware for neuromorphic computing: Is the order really the problem?

    Sep 11, 2026Christof TeuscherNeuromorphic ComputingOrder

    Department of Electrical and Computer Engineering, Portland State University, Portland, Oregon, United States of America

  13. SymbolicLight V2: Hybrid Neuromorphic Architecture and Sparse Execution for Low-Energy Language Inference

    Sep 9, 2026Ting LiuField-Programmable Gate ArraysNeuromorphic Computing

    SymbolicLight Research Foshan, Guangdong, China

  14. Real-Time Neuromorphic Spectrum Intelligence Simulator

    Sep 1, 2026Navaneetha Krishnan KamalakannanNeuromorphic ComputingReram Crossbar

    SIMATS Engineering Saveetha University

  15. Conjoint Audio-to-Spikes Encoding and Processing for Efficient Neuromorphic Speech Recognition

    Aug 31, 2026Valentin M. Meunier, Amélie Gruel, Pierre Lewden +2Neuromorphic ComputingOpencode

    1Labo. de l’Int´egration du Mat´eriau au Syst`eme, Univ. Bordeaux, Bordeaux INP, CNRS- F-33400 Talence, France

  16. Event-Driven Language Models with Sparse Neural Activity for Neuromorphic Hardware

    Aug 31, 2026Simon Richter, Ruhai Lin, Jason Yik +4Dynamic Sparse AttentionNeuromorphic Computing

    Department of Electrical and Computer Engineering, Aarhus University, Aarhus, Denmark · Department of Computer Science and Engineering, University of California, Santa Cruz, Santa Cruz, USA · School of Engineering and Applied Sciences, Harvard University, Cambridge, USA +1

  17. Low-Latency Activation-Regularized Sparse Neural Operators with Distillation Assistance Towards Real-Time Neuromorphic Virtual Sensing

    Aug 25, 2026William Howes, Farid Ahmed, Syed Bahauddin AlamNeuromorphic ComputingBrain-Inspired Synergistic Framework

    Grainger College of Engineering, Nuclear, Plasma & Radiological Engineering Department, University of Illinois Urbana-Champaign, Urbana, IL, USA · National Center for Supercomputing Applications, Urbana, IL, USA

  18. SuperNeuroMAT: An Efficient Matrix-based Simulator for Spiking Neural Networks

    Aug 9, 2026Prasanna Date, Kevin Zhu, Shruti Kulkarni +12Spiking Neural NetworksNeuromorphic Computing

    Oak Ridge National Laboratory, Oak Ridge, 37830, Tennessee, United States. · George Mason University, Fairfax, 22030, Virginia, United States. · University of Tennessee, Knoxville, Knoxville, 37996, Tennessee, United States. +1

  19. The Neural Division of Labor: Biologically-Inspired Modular Architectures for Robust Neuromorphic Computing

    Aug 8, 2026Maksim Bazhenov, Serafim Grubas, Vakhtang PutkaradzeSpiking Neural NetworksNeuromorphic Computing

    Department of Medicine, University of California San Diego, La Jolla, CA 92093, USA · Department of Physics, University of Alberta, Edmonton, AB T6G 2G1, Canada · Department of Mathematical and Statistical Sciences, University of Alberta, Edmonton, AB T6G 2G1, Canada +1

  20. SpikingNav: Robust Embodied Navigation with Spiking Neural Policies

    Aug 5, 2026Jiahong Zhang, Sijun Shen, Dehua Wu +5Spiking Neural NetworksNeuromorphic Computing

    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 +2

  21. Cooking beyond Frames: A Stereo Event Camera Dataset in the Kitchen

    Aug 5, 2026Chengming Feng, Hesam Araghi, Liming Zheng +4Human Activity RecognitionVideo Dataset

    Delft University of Technology, The Netherlands · STMicroelectronics, France

  22. MCHA: A Memory-Centric Hierarchical Architecture for Parallel-Sequential Computing

    Aug 5, 2026Daijing Shi, Hongxiao Zhao, Yihan Fu +7Neuromorphic ComputingSaturation

    Peking University, Beijing 100871, China

  23. Understanding Fault Tolerance of Adversarially Robust Pruned Models

    Aug 4, 2026Manali Dangarikar, Cory MerkelModern Deep NetworksStructured Pruning

    Brain Lab Rochester Institute of Technology Rochester, NY, USA

  24. PLS-Calib: A Partial Least Squares Framework for Event Camera and Odometry Calibration under Ground Motion Constraints

    Aug 4, 2026Guangyu Li, Xiao Li, Yujie Wu +5Extrinsic CalibrationOdometry

    Guangdong Institute of Intelligence Science and Technology, Zhuhai, China

  25. Event-Based Upper-Body Humanoid Teleoperation Under Challenging Illumination

    Jul 31, 2026Haoyu Fu, Zhou Ge, Chengze Li +4Robotic PerceptionTeleoperation

    School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, China. · SHU General Intelligent Robotics Research Institute, Baoshan District, Shanghai, 200444, China. · School of Physics, Changchun University of Science and Technology, Jilin, 130015, China.

  26. Parameter-Efficient Fine-Tuning for Spiking Point Cloud Models

    Jul 31, 2026Zihao Guo, Jihua Zhu, Yiding Sun +2Spiking Neural NetworksTime-To-First-Spike

    Xi’an Jiaotong University · Nanyang Technological University

  27. Driving up Inference Energy on SNNs: Per-Sample and Universal Sponge Attacks

    Jul 30, 2026Spyridon Raptis, Haralampos-G. StratigopoulosSpiking Neural NetworksTime-To-First-Spike

    Sorbonne Universit´e, CNRS, LIP6, Paris, France

  28. Nanoparticle Networks for Neuromorphic Computing

    Jul 30, 2026Jonas Mensing, Wilfred G. van der Wiel, Andreas HeuerNeuromorphic ComputingMolecular Property Prediction

    Theory of Complex Systems Group, Institute of Physical Chemistry, University of Münster, Münster, Germany · NanoElectronics Group, MESA+ Institute for Nanotechnology, Center for Brain-Inspired Nano Systems (BRAINS), University of Twente, Enschede, Netherlands · Institute of Physics, University of Münster, Münster, Germany

  29. The Sparsity Ceiling: Where Spiking Networks Can and Cannot Trade Activity for Energy

    Jul 29, 2026Zeyu WangSpiking Neural NetworksNeuromorphic Computing

    Georgia Institute of Technology

  30. Reconstructing Backpropagation from Forward Fluctuations in Noise-modulated Neural Networks

    Jul 29, 2026Shuhei IkemotoBackpropagationNeural Network

    Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology, Kitakyushu, Japan

  31. The SpiNNaker2 chip: a many-core platform for flexible and scalable brain-inspired computing

    Jul 27, 2026Stefan Scholze, Johannes Partzsch, Sebastian Höppner +27Neuromorphic ComputingChip Design

    Chair of Highly-Parallel VLSI-Systems and Neuro-Microelectronics, Technische Universität Dresden, Germany · Centre for Tactile Internet with Human-in-the-loop (CeTI) · Advanced Processor Technologies Group, Department of Computer Science, University of Manchester, UK +2

  32. Neuromorphic Object Detection: An In-Depth Study and Future Directions

    Jul 26, 2026Jianing Li, Dianze Li, Arren Glover +5Object DetectionNeuromorphic Computing

    Beijing Key Laboratory of Brain-inspired Spiking Large Models, School of Computer Science, Peking University, Beijing 100871, China · Peng Cheng Laboratory, Shenzhen 518000, China · Event-Driven Perception for Robotics, Italian Institute of Technology, Genoa 16163, Italy +6

  33. Self-organizing Architecture of Receptron Units: a Hardware-Aware Framework for Edge Intelligence

    Jul 22, 2026Stefano Radice, Ludovico Casaccia, Riccaro Emanuele Beccalli +2Neuromorphic ComputingHardware-Aware

    Department of Physics “Aldo Pontremoli” and CIMaINa University of Milano Milano, Italy

  34. Robust PnP on a Neuromorphic Processor for Object Pose Estimation

    Jul 18, 2026Tam Ngoc-Bang Nguyen, Mohsi Jawaid, Tat-Jun ChinCategory-Level Object Pose EstimationNeuromorphic Computing

    AI for Space Group, Adelaide University, Australia

  35. Mapping Order in Semicrystalline Polymers using Machine Learning of Nanobeam Electron Diffraction

    Jul 18, 2026Nicholas Marchese, Arthur R. C. McCray, Yael Tsarfati +4Powder X-Ray DiffractionPolymer Property Prediction

    Department of Materials Science and Engineering, Stanford University, 496 Lomita Mall, Stanford, CA 94305, USA · SLAC National Accelerator Laboratory, 2575 Sand Hill Road, Menlo Park, CA 94025, USA · National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA

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

    Jul 15, 2026Altzi Tsanko, Oikonomou Katerina Maria, Antonios GasteratosSpiking Neural NetworksNeuromorphic Computing

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

  37. A 32-channel event-based bio-signal analog front-end with adaptive delta and pulse frequency encoding

    Jul 14, 2026Narayanan Shyam, Saptarshi Ghosh, Giacomo IndiveriNeuromorphic ComputingFrequency

    Institute of Neuroinformatics, University of Zurich and ETH Zurich Zurich, Switzerland

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

    Jul 8, 2026Oskar von Seeler, Christian Tetzlaff, Andrew LehrNeural DynamicsNeuromorphic Computing

    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

  39. Intrinsic-Noise Consolidation: A Doob-Barrier-Conditioned Diffusion Turns Analog Device Noise into a Continual-Learning Resource

    Jul 8, 2026Gunner Levi HoweSynaptic PlasticityAnalog

  40. 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

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

    Jul 6, 2026Luoyang Bian, Xinpan Meng, Zhenghua Ma +2Neuromorphic ComputingTactile

    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

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

    Jul 6, 2026Manish Kolachalam, Rani MalhotraNeuromorphic ComputingAutomotive Detection

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

  43. Neuromorphic Silicon Neuron Controller for Adaptive Deep Brain Stimulation in Parkinson's Disease

    Jul 5, 2026Md Abu Bakr Siddique, Jakub Orłowski, Yan Zhang +1Adaptive Deep Brain StimulationNeuromorphic Computing

    Department of Electrical and Computer Engineering, Michigan Technological University, Houghton, Michigan, USA · School of Electrical and Electronic Engineering, University College Dublin, Dublin, Ireland · Department of Biological Sciences, Michigan Technological University, Houghton, Michigan, USA

  44. BitFair: A 12nm Bit-Serial CNN Accelerator with Learnable Early Termination and Adaptive Bit Ordering for Ultra-Low-Power XR Vision

    Jul 4, 2026Ang Li, Chang GaoField-Programmable Gate ArraysResource-Constrained Edge Devices

    Department of Microelectronics, Delft University of Technology, Delft, The Netherlands

  45. Rank-Order N-of-M Codes for Sparse Distributed Memory: Disentangling Representation and Learning Effects in Noise Robustness Against Contemporary Neuromorphic Architectures

    Jul 3, 2026Joy BoseNeuromorphic ComputingHebbian Learning

    Independent Researcher Bengaluru, India

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

    Jul 2, 2026William R. P. Nourse, Roger D. QuinnNeuromorphic ComputingResource-Constrained Edge Devices

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

  47. Towards transferable lightweight neuromorphic computing through a model-free temporal-switch framework

    Jul 1, 2026Zefeng Zhang, Chao Li, Siyao Chen +5Neuromorphic ComputingReservoir Computing

    State Key Laboratory of Integrated Chips and Systems, Fudan University, Shanghai, 200433, China. · Research Institute of Intelligent Complex Systems, Fudan University, Shanghai, 200433, China. · Frontier Institute of Chip and System, Fudan University, Shanghai, 200433, China. +3

  48. Self-Organized Learning in Oscillatory Neural Networks with Memristive Signed Couplings

    Jul 1, 2026Riley Acker, Aman Desai, Garrett Kenyon +1Neuromorphic ComputingReram Crossbar

    1Computing and Artificial Intelligence (CAI) Division, Los Alamos National Laboratory, Los Alamos, NM 87545, USA · Center for Nonlinear Studies (CNLS), Los Alamos National Laboratory, Los Alamos, NM 87545, USA · 3Theoretical Division , Los Alamos National Laboratory, Los Alamos, NM 87545, USA

  49. 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 NetworksNeuromorphic Computing

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

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

    Jun 27, 2026Reza Ahmadvand, Sarah Safura Sharif, Yaser Mike BanadNeuromorphic ComputingTime-To-First-Spike

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

  51. Road to scalability for efficient graph search on massively parallel neuromorphic hardware

    Jun 27, 2026Oskar von Seeler, Elena C. Offenberg, Carlo Michaelis +4Neuromorphic ComputingShortest Paths

    Department of Neuro- and Sensory Physiology, University Medical Center Göttingen, Germany · Campus Institute Data Science, University of Göttingen, Germany · Third Institute of Physics – Biophysics, University of Göttingen, Germany +2

  52. Neuromorphic Energy-Aware Learning for Adaptive Deep Brain Stimulation

    Jun 26, 2026Binh Nguyen, Colleen Josephson, Mircea Teodorescu +2Adaptive Deep Brain StimulationNeuromorphic Computing

    Dept. of Electrical and Computer Engineering, University of California, Santa Cruz, CA, USA · Dept. of Bioengineering, University of California, San Diego, La Jolla, CA, USA

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

    Jun 26, 2026Muhammad HamzaSpiking Neural NetworksNeuromorphic Computing

    Indian Institute of Technology Kharagpur, West Bengal 721302, India

  54. DeLux: Cross-Modal Local Artifact Restoration in Video Using Neuromorphic Data

    Jun 25, 2026Bartosz Stachowiak, Dariusz BrzezinskiImage RestorationCompression Artifacts

    Institute of Computing Science, Poznan University of Technology, ul. Piotrowo 2, 60-965 Poznan, Poland

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

    Jun 23, 2026Xiaohu Li, Chongxiao Qu, Caiyong Lin +2Neuromorphic ComputingResource-Constrained Edge Devices

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

  56. 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 SivasubramaniLfsr-Based Stochastic Leaky Integrate-And-Fire NeuronNeuromorphic Computing

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

  57. 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 SivasubramaniNeuromorphic ComputingReram Crossbar

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

  58. Multi-Level Resistive Synapses for On-Chip Neural Networks: A Physics-Based Design of a Memristive Crossbar Fabric with Quasi-Continuous Conductance States

    Jun 21, 2026David Alejandro Trejo PizzoReram CrossbarNeuromorphic Computing

    Independent researcher.

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

    Jun 18, 2026Junzhe Xu, Zecui Zeng, Lusong Li +2Neuromorphic Computing

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

  60. Neural Events: Discrete Asynchronous Autoencoders for Event-Based Vision

    Jun 18, 2026Roberto Pellerito, Daniel Gehrig, Shintaro Shiba +1Dual-Branch Temporal ModelingNeuromorphic Computing

    Robotics and Perception Group, University of Zurich · University of Pennsylvania · The University of Tokyo +1