spiking neural network

HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities WACV 2024 Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models AAAI 2024 Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks ICLR 2024 High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost ICML 2024 Learning a Spiking Neural Network for Efficient Image Deraining IJCAI 2024 Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings ICLR 2024 LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network through Spatial-Temporal Compressive Network Search and Joint Optimization IJCAI 2024 LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model NeurIPS 2024 LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units ICLR 2024 Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli NeurIPS 2024 Memory-Efficient Reversible Spiking Neural Networks AAAI 2024 NDOT: Neuronal Dynamics-based Online Training for Spiking Neural Networks ICML 2024 Neuromorphic Event Signal-Driven Network for Video De-raining AAAI 2024 Neuromorphic Keyword Spotting with Pulse Density Modulation MEMS Microphones Interspeech 2024 Neuronal Competition Groups with Supervised STDP for Spike-Based Classification NeurIPS 2024 Online Stabilization of Spiking Neural Networks ICLR 2024 On the Intrinsic Structures of Spiking Neural Networks JMLR 2024 Point-to-Spike Residual Learning for Energy-Efficient 3D Point Cloud Classification AAAI 2024 QKFormer: Hierarchical Spiking Transformer using Q-K Attention NeurIPS 2024 Rethinking the Membrane Dynamics and Optimization Objectives of Spiking Neural Networks NeurIPS 2024 Robust Stable Spiking Neural Networks ICML 2024 SFOD: Spiking Fusion Object Detector CVPR 2024 Shrinking Your TimeStep: Towards Low-Latency Neuromorphic Object Recognition with Spiking Neural Networks AAAI 2024 Slack-Free Spiking Neural Network Formulation for Hypergraph Minimum Vertex Cover NeurIPS 2024 Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN ICLR 2024