Spike-Based Signal Encoding

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22 papers3 papers in the last four weeks, down 40% on the four weeks before. 0.0% of all new papers.

  1. Beyond the Hamming Cliff: Compact Spatial Encodings Preserving Semantic Distance in Spiking Neural Networks

    Oct 15, 2026Sergio Davies, Muhammad Aitsam, Morgan-Tyler Stone +2Spike-Based Signal EncodingNeural Encoding

    Department of Computing and Mathematics, Manchester Metropolitan University, John Dalton Building, Oxford Road, Manchester, M15 6BH, United Kingdom · Centre of Excellence in Artificial Intelligence and Robotics, Sheffield Hallam University, Howard Street, Sheffield, S1 1WB, United Kingdom · Università degli Studi di Catania, Viale Andrea Doria 6, Catania, 95100, Italy

  2. Rethinking the Tradeoff Between Temporal Encoding and Nonlinear Computation in Spiking Language Models

    Oct 7, 2026Hanfei Liu, Shuchang Feng, Yanxia Chen +2Spiking Language ModelsLanguage Modeling

    Northeastern University, 110819, Shenyang, China · Hebei Key Laboratory of Marine Perception Network and Data Processing, 066004, Qinhuangdao, China

  3. QuantaSpike: Short-Window Spike-Driven Quantization for Large Language Models

    Sep 28, 2026Bang Hu, Guowei Zhu, Changze Lv +4LLM QuantizationSpiking Neural Networks

    School of Computer Science, Fudan University, Shanghai, China

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

    Sep 14, 2026Dalton Diez, Peyton Andras, Max Shroyer +1Network Intrusion DetectionSpike-Based Signal Encoding

    Louisiana State University Baton Rouge, Louisiana, USA

  5. Large Language Models with At Most One Spike per Neuron

    Sep 4, 2026Zhuoya Zhao, Parsa Omidi, Aref Jafari +1Spiking Language ModelsSpiking Neural Networks

  6. From anatomy to computation: axonal delay dispersion shifts neurons from event to sequence detection

    Sep 3, 2026Cheng Bi, Jipeng SunNeural ProcessesNeural Encoding

    Independent Researcher · Department of Computer Science, Princeton University

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

    Aug 31, 2026Valentin M. Meunier, Amélie Gruel, Pierre Lewden +2Automatic Speech RecognitionSpiking Neural Networks

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

  8. Benchmarking spiking neural networks across sensing modalities on edge devices

    Aug 27, 2026Xin Du, Di Yu, Changze Lv +12Spike-Based Signal EncodingSpiking Neural Networks

    School of Software Technology, Zhejiang University, Hangzhou, Zhejiang, China · State Key Lab of Brain-Machine Intelligence, Zhejiang University, Hangzhou, Zhejiang, China · College of Computer Science and Technology, Zhejiang University, Zhejiang, China +4

  9. Evaluating Encoding Strategies for Closed-Loop Classification in Biological Neural Networks

    Jul 15, 2026Martin Schottlender, Veronika Volkova, Pengjie Zhou +3Neural EncodingSpike-Based Signal Encoding

    Deutsche Telekom Chair of Communication Networks, Dresden University of Technology, Germany · Centre for Tactile Internet with Human-in-the-Loop (CeTI), Dresden, Germany

  10. 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

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

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

    1PI LLC, Sapporo, Hokkaido, Japan

  12. Otters++: A Time-to-first-spike Based Energy Efficient Optical Spiking Transformer

    Jun 11, 2026Zhanglu Yan, Jiayi Mao, Kaiwen Tang +6Efficient Transformer InferenceSpiking Transformers

    Department of Computer Science, National University of Singapore · School of Engineering, Westlake University · College of Computer Science and Technology, Zhejiang University +2

  13. SpikeDecoder: Realizing the GPT Architecture with Spiking Neural Networks

    Jun 10, 2026Claas Beger, Florian Walter, Alois KnollEfficient Neural Network InferenceSpiking Transformers

    Chair of Robotics, Artificial Intelligence and Real-time Systems Technical University of Munich, Germany

  14. The Value of Spike Timing: A Leakage-Resistant Benchmark of SNN Design Choices for Network Intrusion Detection

    May 31, 2026Raj Patel, Shaswata Mitra, David Amebley +4Data LeakageNetwork Intrusion Detection

    Department of Computer Science, The University of Alabama

  15. Temporal Coding as a Substrate for Sensorimotor Object Inference: A Spiking Reinterpretation of Thousand Brains Architecture

    May 21, 2026Joy BoseSpiking Neural NetworksActive Sensing

    Independent Researcher, Bengaluru, India

  16. Encoding and Decoding Temporal Signals with Spiking Bandpass Wavelets

    May 10, 2026Jens Egholm Pedersen, Tony Lindeberg, Peter GerstoftSpike-Based Signal EncodingWavelet Methods

    Department of Electrical and Photonics Engineering Technical University of Denmark Denmark · Department of Computational Science and Technology KTH Royal Institute of Technology Sweden

  17. Bio-plausible Neuromorphic Disturbance Observer Based on Emulation Theory: Extended Version

    May 5, 2026Hongfu Xu, Xiaoyu Guo, Shengbo Wang +1Feedback ControlAdaptive Control

    School of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, China · Department of Mechanical Engineering, City University of Hong Kong, Hong Kong · Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong +1

  18. ShiftLIF: Efficient Multi-Level Spiking Neurons with Power-of-Two Quantization

    May 3, 2026Kaiwen Tang, Di Yu, Jiaqi Zheng +4Spiking Neural NetworksNeural Network Quantization

    Zhejiang University · Shandong University

  19. A 0.5-V Linear Neuromorphic Voltage-to-Spike Encoder Using a Bulk-Driven Transconductor

    Apr 10, 2026Meysam Akbari, Erika Covi, Kea-Tiong TangLIF NeuronsSpike-Based Signal Encoding

    ZIAM & CogniGron, University of Groningen, 9747 AG Groningen, The Netherlands · Department of Electrical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan

  20. A Unified Phase-native Computational Principle Governs Hippocampal Spike Timing and Neural Coding

    Mar 20, 2026Reza Ahmadvand, Sara Safura Sharif, Yaser Mike BanadSpike-Based Signal EncodingNeural Encoding

    School of Electrical and Computer Engineering, University of Oklahoma, Oklahoma, United States.

  21. Reward-Modulated Local Learning in Spiking Encoders: Controlled Benchmarks with STDP and Hybrid Rate Readouts

    Feb 28, 2026Debjyoti ChakrabortyHandwritten Digit RecognitionSpiking Neural Networks

    Researcher

  22. Application based Evaluation of an Efficient Spike-Encoder, "Spiketrum"

    May 24, 2024MHD Anas Alsakkal, Runze Wang, Jayawan Wijekoon +1Lossless Data CompressionSpike-Based Signal Encoding

    Department of Electrical and Electronic Engineering, The University of Manchester, Manchester, UK. · State Key Lab of Brain-Machine Intelligence, College of Computer Science and Technology, Zhejiang University, Hangzhou, China.