conftrace_

spiking neural network

331 papers

Explore in graph

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

Mesoscopic modeling of hidden spiking neurons NIPS 2022
Multi-Sacle Dynamic Coding Improved Spiking Actor Network for Reinforcement Learning AAAI 2022
Natural gradient enables fast sampling in spiking neural networks NIPS 2022
Online Training Through Time for Spiking Neural Networks NIPS 2022
Theoretically Provable Spiking Neural Networks NIPS 2022
Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion IJCAI 2022
Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation CVPR 2022
Temporal Effective Batch Normalization in Spiking Neural Networks NIPS 2022
State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks ICML 2022
Brain-Inspired Multilayer Perceptron With Spiking Neurons CVPR 2022
Spiking Transformers for Event-Based Single Object Tracking CVPR 2022
RecDis-SNN: Rectifying Membrane Potential Distribution for Directly Training Spiking Neural Networks CVPR 2022
Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning AAAI 2022
SpikeConverter: An Efficient Conversion Framework Zipping the Gap between Artificial Neural Networks and Spiking Neural Networks AAAI 2022
Deep residual spiking neural network for keyword spotting in low-resource settings INTERSPEECH 2022
IM-Loss: Information Maximization Loss for Spiking Neural Networks NIPS 2022
The computational and learning benefits of Daleian neural networks NIPS 2022
Biologically Inspired Dynamic Thresholds for Spiking Neural Networks NIPS 2022
Toward Robust Spiking Neural Network Against Adversarial Perturbation NIPS 2022
Training Spiking Neural Networks with Local Tandem Learning NIPS 2022
Planning with Biological Neurons and Synapses AAAI 2022
Optimized Potential Initialization for Low-Latency Spiking Neural Networks AAAI 2022
PrivateSNN: Privacy-Preserving Spiking Neural Networks AAAI 2022
Fully Spiking Variational Autoencoder AAAI 2022
Training Spiking Neural Networks with Event-driven Backpropagation NIPS 2022