Methods › SNN › Papers, page 2
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 2 of 4: papers 101 to 200 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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Minimizing information loss reduces spiking neuronal networks to differential equations 22 Nov 2024 · 1 repository · arXiv:2411.14801
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TSkips: Efficiency Through Explicit Temporal Delay Connections in Spiking Neural Networks 22 Nov 2024 · 0 repositories · arXiv:2411.16711
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Neuromorphic Attitude Estimation and Control 21 Nov 2024 · 1 repository · arXiv:2411.13945
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Spiking neural networks: Towards bio-inspired multimodal perception in robotics 21 Nov 2024 · 0 repositories · arXiv:2411.14147
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Uncertainty Quantification in Working Memory via Moment Neural Networks 21 Nov 2024 · 1 repository · arXiv:2411.14196
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Exploring Neural Joint Activity in Spiking Neural Networks for Fraud Detection 17 Nov 2024 · 1 repository
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STOP: Spatiotemporal Orthogonal Propagation for Weight-Threshold-Leakage Synergistic Training of Deep Spiking Neural Networks 17 Nov 2024 · 0 repositories · arXiv:2411.11082
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Evolving Efficient Genetic Encoding for Deep Spiking Neural Networks 11 Nov 2024 · 0 repositories · arXiv:2411.06792
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Are Neuromorphic Architectures Inherently Privacy-preserving? An Exploratory Study 10 Nov 2024 · 0 repositories · arXiv:2411.06613
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Neuromorphic Wireless Split Computing with Multi-Level Spikes 7 Nov 2024 · 1 repository · arXiv:2411.04728
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Zero-Shot Temporal Resolution Domain Adaptation for Spiking Neural Networks 7 Nov 2024 · 0 repositories · arXiv:2411.04760
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Flashy Backdoor: Real-world Environment Backdoor Attack on SNNs with DVS Cameras 5 Nov 2024 · 0 repositories · arXiv:2411.03022
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SpiDR: A Reconfigurable Digital Compute-in-Memory Spiking Neural Network Accelerator for Event-based Perception 5 Nov 2024 · 0 repositories · arXiv:2411.02854
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Energy-Aware FPGA Implementation of Spiking Neural Network with LIF Neurons 3 Nov 2024 · 0 repositories · arXiv:2411.01628
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Differentiable architecture search with multi-dimensional attention for spiking neural networks 1 Nov 2024 · 0 repositories · arXiv:2411.00902
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An Event-Based Digital Compute-In-Memory Accelerator with Flexible Operand Resolution and Layer-Wise Weight/Output Stationarity 30 Oct 2024 · 0 repositories · arXiv:2410.23082
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SkipSNN: Efficiently Classifying Spike Trains with Event-attention 29 Oct 2024 · 1 repository · arXiv:2411.05806
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Spatial-Temporal Search for Spiking Neural Networks 24 Oct 2024 · 0 repositories · arXiv:2410.18580
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Real-time Sub-milliwatt Epilepsy Detection Implemented on a Spiking Neural Network Edge Inference Processor 22 Oct 2024 · 0 repositories · arXiv:2410.16613
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Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning 21 Oct 2024 · 1 repository · arXiv:2410.16105
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Supervised Learning without Backpropagation using Spike-Timing-Dependent Plasticity for Image Recognition 21 Oct 2024 · 1 repository · arXiv:2410.16524
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Fractional-order spike-timing-dependent gradient descent for multi-layer spiking neural networks 20 Oct 2024 · 0 repositories · arXiv:2410.15293
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Efficient Partitioning Vision Transformer on Edge Devices for Distributed Inference 15 Oct 2024 · 0 repositories · arXiv:2410.11650
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EG-SpikeFormer: Eye-Gaze Guided Transformer on Spiking Neural Networks for Medical Image Analysis 12 Oct 2024 · 0 repositories · arXiv:2410.09674
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Hardware-Software Co-optimised Fast and Accurate Deep Reconfigurable Spiking Inference Accelerator Architecture Design Methodology 7 Oct 2024 · 0 repositories · arXiv:2410.16298
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Towards Ultra-Low-Power Neuromorphic Speech Enhancement with Spiking-FullSubNet 7 Oct 2024 · 1 repository · arXiv:2410.04785
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BrainTransformers: SNN-LLM 3 Oct 2024 · 0 repositories · arXiv:2410.14687
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Spiking Neural Network as Adaptive Event Stream Slicer 3 Oct 2024 · 1 repository · arXiv:2410.02249Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Deep activity propagation via weight initialization in spiking neural networks 1 Oct 2024 · 0 repositories · arXiv:2410.00580
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Improvement of Spiking Neural Network with Bit Planes and Color Models 28 Sep 2024 · 0 repositories · arXiv:2410.08229
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Data Poisoning-based Backdoor Attack Framework against Supervised Learning Rules of Spiking Neural Networks 24 Sep 2024 · 0 repositories · arXiv:2409.15670
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Twin Network Augmentation: A Novel Training Strategy for Improved Spiking Neural Networks and Efficient Weight Quantization 24 Sep 2024 · 0 repositories · arXiv:2409.15849
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Hardware-Friendly Implementation of Physical Reservoir Computing with CMOS-based Time-domain Analog Spiking Neurons 18 Sep 2024 · 0 repositories · arXiv:2409.11612
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Hyperspectral Image Classification Based on Faster Residual Multi-branch Spiking Neural Network 18 Sep 2024 · 0 repositories · arXiv:2409.11619
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SDP: Spiking Diffusion Policy for Robotic Manipulation with Learnable Channel-Wise Membrane Thresholds 17 Sep 2024 · 0 repositories · arXiv:2409.11195
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Are Sparse Neural Networks Better Hard Sample Learners? 13 Sep 2024 · 1 repository · arXiv:2409.09196
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Classifying Images with CoLaNET Spiking Neural Network -- the MNIST Example 12 Sep 2024 · 0 repositories · arXiv:2409.07833
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Training Spiking Neural Networks via Augmented Direct Feedback Alignment 12 Sep 2024 · 0 repositories · arXiv:2409.07776
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Time-independent Spiking Neuron via Membrane Potential Estimation for Efficient Spiking Neural Networks 8 Sep 2024 · 1 repository · arXiv:2409.04978
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SDformerFlow: Spatiotemporal swin spikeformer for event-based optical flow estimation 6 Sep 2024 · 1 repository · arXiv:2409.04082
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SNNAX -- Spiking Neural Networks in JAX 4 Sep 2024 · 0 repositories · arXiv:2409.02842
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Brain-Inspired Online Adaptation for Remote Sensing with Spiking Neural Network 3 Sep 2024 · 0 repositories · arXiv:2409.02146
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Decoding finger velocity from cortical spike trains with recurrent spiking neural networks 3 Sep 2024 · 1 repository · arXiv:2409.01762
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ReSpike: Residual Frames-based Hybrid Spiking Neural Networks for Efficient Action Recognition 3 Sep 2024 · 1 repository · arXiv:2409.01564
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CoLaNET -- A Spiking Neural Network with Columnar Layered Architecture for Classification 2 Sep 2024 · 0 repositories · arXiv:2409.01230
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Digit Recognition using Multimodal Spiking Neural Networks 31 Aug 2024 · 0 repositories · arXiv:2409.00552
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Reconsidering the energy efficiency of spiking neural networks 29 Aug 2024 · 0 repositories · arXiv:2409.08290
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Research Advances and New Paradigms for Biology-inspired Spiking Neural Networks 26 Aug 2024 · 0 repositories · arXiv:2408.13996
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Optimizing Spatio-Temporal Information Processing in Spiking Neural Networks via Unconstrained Leaky Integrate-and-Fire Neurons and Hybrid Coding 22 Aug 2024 · 1 repository · arXiv:2408.12407
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Towards Efficient Formal Verification of Spiking Neural Network 20 Aug 2024 · 0 repositories · arXiv:2408.10900
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Toward Large-scale Spiking Neural Networks: A Comprehensive Survey and Future Directions 19 Aug 2024 · 0 repositories · arXiv:2409.02111
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Obtaining Optimal Spiking Neural Network in Sequence Learning via CRNN-SNN Conversion 18 Aug 2024 · 0 repositories · arXiv:2408.09403
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Temporal Reversed Training for Spiking Neural Networks with Generalized Spatio-Temporal Representation 17 Aug 2024 · 0 repositories · arXiv:2408.09108
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Toward End-to-End Bearing Fault Diagnosis for Industrial Scenarios with Spiking Neural Networks 17 Aug 2024 · 0 repositories · arXiv:2408.11067
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DPSNN: Spiking Neural Network for Low-Latency Streaming Speech Enhancement 14 Aug 2024 · 0 repositories · arXiv:2408.07388
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Dilated Convolution with Learnable Spacings 10 Aug 2024 · 0 repositories · arXiv:2408.06383
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Overcoming the Limitations of Layer Synchronization in Spiking Neural Networks 9 Aug 2024 · 0 repositories · arXiv:2408.05098
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A frugal Spiking Neural Network for unsupervised classification of continuous multivariate temporal data 8 Aug 2024 · 0 repositories · arXiv:2408.12608
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Towards Scalable GPU-Accelerated SNN Training via Temporal Fusion 1 Aug 2024 · 0 repositories · arXiv:2408.00280
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An Asynchronous Multi-core Accelerator for SNN inference 30 Jul 2024 · 0 repositories · arXiv:2407.20947
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Integer-Valued Training and Spike-Driven Inference Spiking Neural Network for High-performance and Energy-efficient Object Detection 30 Jul 2024 · 1 repository · arXiv:2407.20708Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 2 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Unveiling the Potential of Spiking Dynamics in Graph Representation Learning through Spatial-Temporal Normalization and Coding Strategies 30 Jul 2024 · 0 repositories · arXiv:2407.20508
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Event-based Optical Flow on Neuromorphic Processor: ANN vs. SNN Comparison based on Activation Sparsification 29 Jul 2024 · 1 repository · arXiv:2407.20421
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To Spike or Not to Spike, that is the Question 28 Jul 2024 · 0 repositories · arXiv:2407.19566
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Spiking Neural Networks in Vertical Federated Learning: Performance Trade-offs 24 Jul 2024 · 0 repositories · arXiv:2407.17672
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Inferring Ingrained Remote Information in AC Power Flows Using Neuromorphic Modality Regime 20 Jul 2024 · 0 repositories · arXiv:2407.14883
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LoAS: Fully Temporal-Parallel Dataflow for Dual-Sparse Spiking Neural Networks 19 Jul 2024 · 1 repository · arXiv:2407.14073
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SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network 17 Jul 2024 · 1 repository · arXiv:2408.00788
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Online Pseudo-Zeroth-Order Training of Neuromorphic Spiking Neural Networks 17 Jul 2024 · 0 repositories · arXiv:2407.12516
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Boosted multilayer feedforward neural network with multiple output layers 16 Jul 2024 · 1 repository
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BKDSNN: Enhancing the Performance of Learning-based Spiking Neural Networks Training with Blurred Knowledge Distillation 12 Jul 2024 · 1 repository · arXiv:2407.09083Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Evaluation of Encoding Schemes on Ubiquitous Sensor Signal for Spiking Neural Network 12 Jul 2024 · 0 repositories · arXiv:2407.09260
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Spiking Tucker Fusion Transformer for Audio-Visual Zero-Shot Learning 11 Jul 2024 · 0 repositories · arXiv:2407.08130
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Towards Efficient Deployment of Hybrid SNNs on Neuromorphic and Edge AI Hardware 11 Jul 2024 · 0 repositories · arXiv:2407.08704
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An Attempt to Devise a Pairwise Ising-Type Maximum Entropy Model Integrated Cost Function for Optimizing SNN Deployment 9 Jul 2024 · 0 repositories · arXiv:2407.07014
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Exploiting Heterogeneity in Timescales for Sparse Recurrent Spiking Neural Networks for Energy-Efficient Edge Computing 8 Jul 2024 · 0 repositories · arXiv:2407.06452
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FastSpiker: Enabling Fast Training for Spiking Neural Networks on Event-based Data through Learning Rate Enhancements for Autonomous Embedded Systems 7 Jul 2024 · 0 repositories · arXiv:2407.05262
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Learning Delays Through Gradients and Structure: Emergence of Spatiotemporal Patterns in Spiking Neural Networks 7 Jul 2024 · 1 repository · arXiv:2407.18917
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Ternary Spike-based Neuromorphic Signal Processing System 7 Jul 2024 · 0 repositories · arXiv:2407.05310
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Physics-informed Neural Networks for Heterogeneous Poroelastic Media 1 Jul 2024 · 0 repositories · arXiv:2407.03372
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Sign Gradient Descent-based Neuronal Dynamics: ANN-to-SNN Conversion Beyond ReLU Network 1 Jul 2024 · 1 repository · arXiv:2407.01645Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 13 harvested samples)
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NeuroNAS: Enhancing Efficiency of Neuromorphic In-Memory Computing for Intelligent Mobile Agents through Hardware-Aware Spiking Neural Architecture Search 30 Jun 2024 · 0 repositories · arXiv:2407.00641
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Embedded event based object detection with spiking neural network 25 Jun 2024 · 0 repositories · arXiv:2406.17617
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Model Predictive Control of the Neural Manifold 21 Jun 2024 · 0 repositories · arXiv:2406.14801
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Q-SNNs: Quantized Spiking Neural Networks 19 Jun 2024 · 0 repositories · arXiv:2406.13672
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Trapezoidal Gradient Descent for Effective Reinforcement Learning in Spiking Networks 19 Jun 2024 · 0 repositories · arXiv:2406.13568
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Evolutionary Spiking Neural Networks: A Survey 18 Jun 2024 · 0 repositories · arXiv:2406.12552
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ED-sKWS: Early-Decision Spiking Neural Networks for Rapid,and Energy-Efficient Keyword Spotting 14 Jun 2024 · 1 repository · arXiv:2406.12726
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Heterogeneous Federated Learning with Convolutional and Spiking Neural Networks 14 Jun 2024 · 0 repositories · arXiv:2406.09680
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Self-Distillation Learning Based on Temporal-Spatial Consistency for Spiking Neural Networks 12 Jun 2024 · 0 repositories · arXiv:2406.07862
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SpikePipe: Accelerated Training of Spiking Neural Networks via Inter-Layer Pipelining and Multiprocessor Scheduling 11 Jun 2024 · 0 repositories · arXiv:2406.06879
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Supervised Radio Frequency Interference Detection with SNNs 10 Jun 2024 · 0 repositories · arXiv:2406.06075
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Encoding Semantic Priors into the Weights of Implicit Neural Representation 6 Jun 2024 · 0 repositories · arXiv:2406.04178
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P-SpikeSSM: Harnessing Probabilistic Spiking State Space Models for Long-Range Dependency Tasks 5 Jun 2024 · 0 repositories · arXiv:2406.02923Syntology 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) · 3 pointer-only (licence)
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SpikeZIP-TF: Conversion is All You Need for Transformer-based SNN 5 Jun 2024 · 2 repositories · arXiv:2406.03470Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Spiking representation learning for associative memories 5 Jun 2024 · 0 repositories · arXiv:2406.03054
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When Spiking neural networks meet temporal attention image decoding and adaptive spiking neuron 5 Jun 2024 · 1 repository · arXiv:2406.03046
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CADE: Cosine Annealing Differential Evolution for Spiking Neural Network 4 Jun 2024 · 1 repository · arXiv:2406.02349
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Context Gating in Spiking Neural Networks: Achieving Lifelong Learning through Integration of Local and Global Plasticity 4 Jun 2024 · 0 repositories · arXiv:2406.01883
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Iteration over event space in time-to-first-spike spiking neural networks for Twitter bot classification 3 Jun 2024 · 0 repositories · arXiv:2407.08746