Binary Spikes

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5 papers in the last 28 days · 0.1% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

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Neuromorphic HardwareSpiking Neural NetworksSynaptic PlasticitySpike-Timing-Dependent Plasticity

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Period ending 2026-09-21

3 new papers

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Period ending 2026-09-14

1 new paper

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Period ending 2026-09-07

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83 papers

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  1. Encoding and Decoding Temporal Signals with Spiking Bandpass Wavelets

    May 10, 2026Jens Egholm Pedersen, Tony Lindeberg, Peter GerstoftBinary SpikesDiscrete Wavelet Transform

  2. UIESNN: A Scale-Aware Spiking Network for Underwater Image Enhancement

    May 8, 2026Shuang Chen, Ruochen Li, Zihan Zhu +3Spiking Neural NetworksUnderwater Image Enhancement

  3. Hessian Surgery: Class-Targeted Post-Hoc Rebalancing via Hessian Spike Perturbation

    May 8, 2026Hugo Vigna, Samuel BontempsCondition NumberBalanced Learning

  4. Benchmarking Fairness in Spiking Neural Networks: Data Bias, Spurious Features, and Hardware Effects

    May 8, 2026Hudi He, Fukun Wang, Zhe Wang +7Spiking Neural NetworksFairness Constraints

  5. Detecting AI-Generated Videos with Spiking Neural Networks

    May 7, 2026Minsuk Jang, Yujin Yang, Heeseon Kim +3High-Fidelity Video GenerationAi-Generated Image Detection

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

    May 5, 2026Hongfu Xu, Xiaoyu Guo, Shengbo Wang +1Binary SpikesEmulators

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

    May 3, 2026Kaiwen Tang, Di Yu, Jiaqi Zheng +4Spiking Neural NetworksBinary Spikes

  8. Congestion-Aware Dynamic Axonal Delay for Spiking Neural Networks

    May 2, 2026Dewei Bai, Hongxiang Peng, Yunyun Zeng +2Spiking Neural NetworksBinary Spikes

  9. EdgeSpike: Spiking Neural Networks for Low-Power Autonomous Sensing in Edge IoT Architectures

    Apr 29, 2026Gustav Olaf Yunus Laitinen-Fredriksson Lundstrom-Imanov, Taner YilmazSpiking Neural NetworksNeuromorphic Hardware

  10. QB-LIF: Learnable-Scale Quantized Burst Neurons for Efficient SNNs

    Apr 28, 2026Dewei Bai, Hongxiang Peng, Jiajun Mei +4Spiking Neural NetworksBinary Spikes

  11. A Multiplication-Free Spike-Time Learning Algorithm and its Efficient FPGA Implementation for On-Chip SNN Training

    Apr 25, 2026Maryam Mirsadeghi, Mojtaba Mirbagheri, Saeed Reza KheradpishehSpiking Neural NetworksField-Programmable Gate Arrays

  12. BSViT: A Burst Spiking Vision Transformer for Expressive and Efficient Visual Representation Learning

    Apr 25, 2026Hongxiang Peng, Dewei Bai, Hong QuSelf-Supervised Vision TransformersBinary Spikes

  13. Spike-NVPT: Learning Robust Visual Prompts via Bio-Inspired Temporal Filtering and Discretization

    Apr 20, 2026Qiugang Zhan, Anning Jiang, Ran Tao +4Visual In-Context LearningSelf-Supervised Vision Transformers

  14. What Is the Minimum Architecture for Prolepsis? Early Irrevocable Commitment Across Tasks in Small Transformers

    Apr 16, 2026Éric JacopinTransformer ArchitecturesSmall Models

  15. High-Speed Full-Color HDR Imaging via Unwrapping Modulo-Encoded Spike Streams

    Apr 16, 2026Chu Zhou, Siqi Yang, Kailong Zhang +4High Dynamic RangeHigh-Resolution

  16. Latency Coding for Efficient and Low-Latency Deep Spiking Neural Networks

    Mar 24, 2026Yi Lu, Jianhao Ding, Zhaofei YuSpiking Neural NetworksBinary Spikes

  17. Spectral Gradient Descent Mitigates Anisotropy-Driven Misalignment: A Case Study in Phase Retrieval

    Jan 30, 2026Guillaume Braun, Han Bao, Wei Huang +1AnisotropySpectral Reconstruction

  18. Building Supervision into Hebbian Plasticity through Spike Agreement

    Jan 13, 2026Gouri Lakshmi S, Athira Chandrasekharan, Harshit Kumar +3Spike-Timing-Dependent PlasticityBinary Spikes

  19. ADSEQ: A delay-aware autograd-compatible framework for spike-event delivery in SNNs

    Dec 5, 2025Lennart P. L. Landsmeer, Amirreza Movahedin, Said Hamdioui +1Spiking Neural NetworksBinary Spikes

  20. Stochastic Quantum Spiking Neural Networks with Quantum Memory and Local Learning

    Jun 26, 2025Jiechen Chen, Bipin Rajendran, Osvaldo SimeoneQuantum Neural NetworksSpiking Neural Networks

  21. Sigma-Delta Neural Network Conversion on Loihi 2

    May 9, 2025Matthew Brehove, Sadia Anjum Tumpa, Espoir Kyubwa +2Neuromorphic HardwareBinary Spikes

  22. NS-Copilot: An LLM-Driven Agent System for Autonomous Neuroscience Analysis

    Date pendingWuche Liu, Yiran Qiao, Linlin Hou +4Neurophysiological CorrelatesCopilot

  23. A Gradient-based yet Spike-Timing-Dependent Solution to the Feedback Learning Problem in Neural Microcircuits

    Date pendingXiangnan Zhang, Jingxin Liu, Ranqi Lu +6Binary SpikesCredit Assignment