conftrace_

spiking neural network

331 papers

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Also known as

SNN

Co-occurring keywords

neuromorphic computing (95) energy efficiency (138) surrogate gradient (31) neuromorphic hardware (26) image classification (1944) membrane potential (24) artificial neural network (27) event camera (289) attention mechanism (4001) ann-snn conversion (15)

Papers

Spatial-Temporal Self-Attention for Asynchronous Spiking Neural Networks IJCAI 2023
Spike Count Maximization for Neuromorphic Vision Recognition IJCAI 2023
Surrogate Module Learning: Reduce the Gradient Error Accumulation in Training Spiking Neural Networks ICML 2023
Meta-Learning the Inductive Bias of Simple Neural Circuits ICML 2023
A Unified Optimization Framework of ANN-SNN Conversion: Towards Optimal Mapping from Activation Values to Firing Rates ICML 2023
Adaptive Smoothing Gradient Learning for Spiking Neural Networks ICML 2023
ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks AAAI 2023
Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks CVPR 2023
Event-Guided Person Re-Identification via Sparse-Dense Complementary Learning CVPR 2023
Constructing Deep Spiking Neural Networks From Artificial Neural Networks With Knowledge Distillation CVPR 2023
Astromorphic Self-Repair of Neuromorphic Hardware Systems AAAI 2023
Exploring Temporal Information Dynamics in Spiking Neural Networks AAAI 2023
Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks AAAI 2023
Reducing ANN-SNN Conversion Error through Residual Membrane Potential AAAI 2023
Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse AAAI 2023
Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition AAAI 2023
Evolving Connectivity for Recurrent Spiking Neural Networks NIPS 2023
SparseProp: Efficient Event-Based Simulation and Training of Sparse Recurrent Spiking Neural Networks NIPS 2023
Spiking PointNet: Spiking Neural Networks for Point Clouds NIPS 2023
EICIL: Joint Excitatory Inhibitory Cycle Iteration Learning for Deep Spiking Neural Networks NIPS 2023
Training a General Spiking Neural Network with Improved Efficiency and Minimum Latency ACML 2023
Exact Gradient Computation for Spiking Neural Networks via Forward Propagation AISTATS 2023
Spike-Based Anytime Perception WACV 2023
Performance Comparison of DVS Data Spatial Downscaling Methods Using Spiking Neural Networks WACV 2023
A Low Latency Adaptive Coding Spike Framework for Deep Reinforcement Learning IJCAI 2023