Methods › SNN › Papers, page 3
Spiking Neural Networks
SNN
Papers archive 2025-07-28
archive papers tagged: 363 · with a code link: 116 · where Syntology ran a sample: 30 (26 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (30 of 363 tagged: 26 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)
Page 3 of 4: papers 201 to 300 of 363, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Pedestrian intention prediction in Adverse Weather Conditions with Spiking Neural Networks and Dynamic Vision Sensors 1 Jun 2024 · 0 repositories · arXiv:2406.00473
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Understanding the Convergence in Balanced Resonate-and-Fire Neurons 1 Jun 2024 · 1 repository · arXiv:2406.00389Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Robust Stable Spiking Neural Networks 31 May 2024 · 1 repository · arXiv:2405.20694
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High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost 26 May 2024 · 2 repositories · arXiv:2405.16466Syntology official (archive's flag): 13 ran · 17 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 1 honoured, 0 violated, 16 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 19 harvested samples) · 15 pointer-only (licence)
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Spiking Neural Network Phase Encoding for Cognitive Computing 25 May 2024 · 0 repositories · arXiv:2405.16023
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SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network 23 May 2024 · 1 repository · arXiv:2405.14398
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Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning 22 May 2024 · 0 repositories · arXiv:2405.13672
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Adaptive Robotic Arm Control with a Spiking Recurrent Neural Network on a Digital Accelerator 21 May 2024 · 0 repositories · arXiv:2405.12849
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Compressed Latent Replays for Lightweight Continual Learning on Spiking Neural Networks 8 May 2024 · 1 repository · arXiv:2407.03111
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Watermarking Neuromorphic Brains: Intellectual Property Protection in Spiking Neural Networks 7 May 2024 · 0 repositories · arXiv:2405.04049
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Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods 6 May 2024 · 1 repository · arXiv:2405.04289
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SparrowSNN: A Hardware/software Co-design for Energy Efficient ECG Classification 6 May 2024 · 0 repositories · arXiv:2406.06543
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Consciousness Driven Spike Timing Dependent Plasticity 4 May 2024 · 0 repositories · arXiv:2405.04546
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A Spiking Neural Network Decoder for Implantable Brain Machine Interfaces and its Sparsity-aware Deployment on RISC-V Microcontrollers 3 May 2024 · 0 repositories · arXiv:2405.02146
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Fast Algorithms for Spiking Neural Network Simulation with FPGAs 3 May 2024 · 1 repository · arXiv:2405.02019
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Converting High-Performance and Low-Latency SNNs through Explicit Modelling of Residual Error in ANNs 26 Apr 2024 · 0 repositories · arXiv:2404.17456
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Defending Spiking Neural Networks against Adversarial Attacks through Image Purification 26 Apr 2024 · 0 repositories · arXiv:2404.17092
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Stochastic Spiking Neural Networks with First-to-Spike Coding 26 Apr 2024 · 0 repositories · arXiv:2404.17719
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MK-SGN: A Spiking Graph Convolutional Network with Multimodal Fusion and Knowledge Distillation for Skeleton-based Action Recognition 16 Apr 2024 · 0 repositories · arXiv:2404.10210
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Oxygen vacancies modulated VO2 for neurons and Spiking Neural Network construction 16 Apr 2024 · 0 repositories · arXiv:2405.00700
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Towards free-response paradigm: a theory on decision-making in spiking neural networks 16 Apr 2024 · 0 repositories · arXiv:2404.10599
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Direct Training Needs Regularisation: Anytime Optimal Inference Spiking Neural Network 15 Apr 2024 · 1 repository · arXiv:2405.00699
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SNN4Agents: A Framework for Developing Energy-Efficient Embodied Spiking Neural Networks for Autonomous Agents 14 Apr 2024 · 1 repository · arXiv:2404.09331
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A Neuromorphic Approach to Obstacle Avoidance in Robot Manipulation 8 Apr 2024 · 0 repositories · arXiv:2404.05858
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Slax: A Composable JAX Library for Rapid and Flexible Prototyping of Spiking Neural Networks 8 Apr 2024 · 0 repositories · arXiv:2404.05807
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A Methodology to Study the Impact of Spiking Neural Network Parameters considering Event-Based Automotive Data 4 Apr 2024 · 0 repositories · arXiv:2404.03493
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SpiKernel: A Kernel Size Exploration Methodology for Improving Accuracy of the Embedded Spiking Neural Network Systems 2 Apr 2024 · 0 repositories · arXiv:2404.01685
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SpikingJET: Enhancing Fault Injection for Fully and Convolutional Spiking Neural Networks 30 Mar 2024 · 0 repositories · arXiv:2404.00383
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A survey on learning models of spiking neural membrane systems and spiking neural networks 27 Mar 2024 · 0 repositories · arXiv:2403.18609
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Enhancing Graph Representation Learning with Attention-Driven Spiking Neural Networks 25 Mar 2024 · 0 repositories · arXiv:2403.17040
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QKFormer: Hierarchical Spiking Transformer using Q-K Attention 25 Mar 2024 · 2 repositories · arXiv:2403.16552Syntology official (archive's flag): 2 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 2 pointer-only (licence)
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SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks 21 Mar 2024 · 2 repositories · arXiv:2403.14302Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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NoisyDECOLLE: Robust Local Learning for SNNs on Neuromorphic Hardware 19 Mar 2024 · 1 repository
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Topological Representations of Heterogeneous Learning Dynamics of Recurrent Spiking Neural Networks 19 Mar 2024 · 0 repositories · arXiv:2403.12462
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Spiking Wavelet Transformer 17 Mar 2024 · 1 repository · arXiv:2403.11138Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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A Hybrid SNN-ANN Network for Event-based Object Detection with Spatial and Temporal Attention 15 Mar 2024 · 0 repositories · arXiv:2403.10173
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Detection of Fast-Moving Objects with Neuromorphic Hardware 15 Mar 2024 · 0 repositories · arXiv:2403.10677
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EventRPG: Event Data Augmentation with Relevance Propagation Guidance 14 Mar 2024 · 1 repository · arXiv:2403.09274Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 11 unverified (of 16 harvested samples) · 1 pointer-only (licence)
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Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN 6 Mar 2024 · 0 repositories · arXiv:2403.03409
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High-speed Low-consumption sEMG-based Transient-state micro-Gesture Recognition 4 Mar 2024 · 0 repositories · arXiv:2403.06998
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Parallel Hyperparameter Optimization Of Spiking Neural Network 1 Mar 2024 · 1 repository · arXiv:2403.00450
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Spyx: A Library for Just-In-Time Compiled Optimization of Spiking Neural Networks 29 Feb 2024 · 1 repository · arXiv:2402.18994
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Implicit Regularization via Spectral Neural Networks and Non-linear Matrix Sensing 27 Feb 2024 · 0 repositories · arXiv:2402.17595
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SDR-Former: A Siamese Dual-Resolution Transformer for Liver Lesion Classification Using 3D Multi-Phase Imaging 27 Feb 2024 · 0 repositories · arXiv:2402.17246
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Scalable Superconductor Neuron with Ternary Synaptic Connections for Ultra-Fast SNN Hardware 26 Feb 2024 · 0 repositories · arXiv:2402.16384
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Low-power SNN-based audio source localisation using a Hilbert Transform spike encoding scheme 19 Feb 2024 · 1 repository · arXiv:2402.11748
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SDiT: Spiking Diffusion Model with Transformer 18 Feb 2024 · 0 repositories · arXiv:2402.11588
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SpikeNAS: A Fast Memory-Aware Neural Architecture Search Framework for Spiking Neural Network-based Autonomous Agents 17 Feb 2024 · 0 repositories · arXiv:2402.11322
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Spike-EVPR: Deep Spiking Residual Network with Cross-Representation Aggregation for Event-Based Visual Place Recognition 16 Feb 2024 · 0 repositories · arXiv:2402.10476
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Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips 15 Feb 2024 · 1 repository · arXiv:2404.03663Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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Fine-Tuning Surrogate Gradient Learning for Optimal Hardware Performance in Spiking Neural Networks 9 Feb 2024 · 0 repositories · arXiv:2402.06211
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Towards Chip-in-the-loop Spiking Neural Network Training via Metropolis-Hastings Sampling 9 Feb 2024 · 0 repositories · arXiv:2402.06284
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Design-Space Exploration of SNN Models using Application-Specific Multi-Core Architectures 7 Feb 2024 · 0 repositories · arXiv:2403.12061
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Balanced Resonate-and-Fire Neurons 2 Feb 2024 · 2 repositories · arXiv:2402.14603Syntology official (archive's flag): 1 ran · 3 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 2 pointer-only (licence)
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Spiking CenterNet: A Distillation-boosted Spiking Neural Network for Object Detection 2 Feb 2024 · 0 repositories · arXiv:2402.01287
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Parallel Spiking Unit for Efficient Training of Spiking Neural Networks 1 Feb 2024 · 0 repositories · arXiv:2402.00449
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SNNLP: Energy-Efficient Natural Language Processing Using Spiking Neural Networks 31 Jan 2024 · 1 repository · arXiv:2401.17911
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One-Spike SNN: Single-Spike Phase Coding with Base Manipulation for ANN-to-SNN Conversion Loss Minimization 30 Jan 2024 · 0 repositories · arXiv:2403.08786
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Bayesian Inference Accelerator for Spiking Neural Networks 27 Jan 2024 · 0 repositories · arXiv:2401.15453
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TIM: An Efficient Temporal Interaction Module for Spiking Transformer 22 Jan 2024 · 2 repositories · arXiv:2401.11687Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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TDC-less Direct Time-of-Flight Imaging Using Spiking Neural Networks 19 Jan 2024 · 0 repositories · arXiv:2401.10793
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TT-SNN: Tensor Train Decomposition for Efficient Spiking Neural Network Training 15 Jan 2024 · 0 repositories · arXiv:2401.08001
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Resource-Efficient Gesture Recognition using Low-Resolution Thermal Camera via Spiking Neural Networks and Sparse Segmentation 12 Jan 2024 · 0 repositories · arXiv:2401.06563
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Fully Spiking Actor Network with Intra-layer Connections for Reinforcement Learning 9 Jan 2024 · 0 repositories · arXiv:2401.05444
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Take A Shortcut Back: Mitigating the Gradient Vanishing for Training Spiking Neural Networks 9 Jan 2024 · 0 repositories · arXiv:2401.04486
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Training a General Spiking Neural Network with Improved Efficiency and Minimum Latency 5 Jan 2024 · 1 repository · arXiv:2401.10843
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Spikformer V2: Join the High Accuracy Club on ImageNet with an SNN Ticket 4 Jan 2024 · 3 repositories · arXiv:2401.02020Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Shrinking Your TimeStep: Towards Low-Latency Neuromorphic Object Recognition with Spiking Neural Network 2 Jan 2024 · 0 repositories · arXiv:2401.01912
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Spiker+: a framework for the generation of efficient Spiking Neural Networks FPGA accelerators for inference at the edge 2 Jan 2024 · 0 repositories · arXiv:2401.01141
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SparseProp: Efficient Event-Based Simulation and Training of Sparse Recurrent Spiking Neural Networks 28 Dec 2023 · 1 repository · arXiv:2312.17216
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Event-based Shape from Polarization with Spiking Neural Networks 26 Dec 2023 · 0 repositories · arXiv:2312.16071
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Deep Pulse-Coupled Neural Networks 24 Dec 2023 · 0 repositories · arXiv:2401.08649
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How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection? 22 Dec 2023 · 0 repositories · arXiv:2312.14452
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Learning Long Sequences in Spiking Neural Networks 14 Dec 2023 · 0 repositories · arXiv:2401.00955
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Memory-Efficient Reversible Spiking Neural Networks 13 Dec 2023 · 1 repository · arXiv:2312.07922
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When Bio-Inspired Computing meets Deep Learning: Low-Latency, Accurate, & Energy-Efficient Spiking Neural Networks from Artificial Neural Networks 12 Dec 2023 · 0 repositories · arXiv:2312.06900
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Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks 11 Dec 2023 · 1 repository · arXiv:2312.06372Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 15 harvested samples) · 15 pointer-only (licence)
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NiSNN-A: Non-iterative Spiking Neural Networks with Attention with Application to Motor Imagery EEG Classification 9 Dec 2023 · 0 repositories · arXiv:2312.05643
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Noise Adaptor in Spiking Neural Networks 8 Dec 2023 · 0 repositories · arXiv:2312.05290
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Supervised learning of spatial features with STDP and homeostasis using Spiking Neural Networks on SpiNNaker 5 Dec 2023 · 1 repository · arXiv:2312.02659
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Recent Advances in Scalable Energy-Efficient and Trustworthy Spiking Neural networks: from Algorithms to Technology 2 Dec 2023 · 0 repositories · arXiv:2312.01213
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Retina : Low-Power Eye Tracking with Event Camera and Spiking Hardware 1 Dec 2023 · 1 repository · arXiv:2312.00425
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Spiking Neural Networks with Dynamic Time Steps for Vision Transformers 28 Nov 2023 · 0 repositories · arXiv:2311.16456
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Adaptive Calibration: A Unified Conversion Framework of Spiking Neural Networks 24 Nov 2023 · 1 repository · arXiv:2311.14265Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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RFI Detection with Spiking Neural Networks 24 Nov 2023 · 1 repository · arXiv:2311.14303
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SNN Architecture for Differential Time Encoding Using Decoupled Processing Time 24 Nov 2023 · 0 repositories · arXiv:2311.14447
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Applications of Spiking Neural Networks in Visual Place Recognition 22 Nov 2023 · 1 repository · arXiv:2311.13186
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HPCNeuroNet: Advancing Neuromorphic Audio Signal Processing with Transformer-Enhanced Spiking Neural Networks 21 Nov 2023 · 0 repositories · arXiv:2311.12449
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Pursing the Sparse Limitation of Spiking Deep Learning Structures 18 Nov 2023 · 0 repositories · arXiv:2311.12060
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Adversarially Robust Spiking Neural Networks Through Conversion 15 Nov 2023 · 1 repository · arXiv:2311.09266Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples)
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SparseSpikformer: A Co-Design Framework for Token and Weight Pruning in Spiking Transformer 15 Nov 2023 · 0 repositories · arXiv:2311.08806
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Brain-Inspired Spiking Neural Networks for Industrial Fault Diagnosis: A Survey, Challenges, and Opportunities 13 Nov 2023 · 0 repositories · arXiv:2401.02429
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Hybrid Synaptic Structure for Spiking Neural Network Realization 13 Nov 2023 · 0 repositories · arXiv:2311.07787
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SynA-ResNet: Spike-driven ResNet Achieved through OR Residual Connection 11 Nov 2023 · 1 repository · arXiv:2311.06570
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From "What" to "When" -- a Spiking Neural Network Predicting Rare Events and Time to their Occurrence 9 Nov 2023 · 0 repositories · arXiv:2311.05210
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Free-Space Optical Spiking Neural Network 8 Nov 2023 · 0 repositories · arXiv:2311.04558
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Estimating Post-Synaptic Effects for Online Training of Feed-Forward SNNs 7 Nov 2023 · 1 repository · arXiv:2311.16151
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Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models 7 Nov 2023 · 0 repositories · arXiv:2311.04386
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Brain-Inspired Efficient Pruning: Exploiting Criticality in Spiking Neural Networks 5 Nov 2023 · 0 repositories · arXiv:2311.16141
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Enhancing Functional Data Analysis with Sequential Neural Networks: Advantages and Comparative Study 3 Nov 2023 · 0 repositories · arXiv:2311.01875