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

AutoSNN: Towards Energy-Efficient Spiking Neural Networks ICML 2022
Event-Based Video Reconstruction via Potential-Assisted Spiking Neural Network CVPR 2022
GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks NIPS 2022
Dance of SNN and ANN: Solving binding problem by combining spike timing and reconstructive attention NIPS 2022
Biologically plausible solutions for spiking networks with efficient coding NIPS 2022
Emergence of Hierarchical Layers in a Single Sheet of Self-Organizing Spiking Neurons NIPS 2022
Differentiable hierarchical and surrogate gradient search for spiking neural networks NIPS 2022
Fitting summary statistics of neural data with a differentiable spiking network simulator NIPS 2021
A Differentiable Point Process with Its Application to Spiking Neural Networks ICML 2021
DCT-SNN: Using DCT To Distribute Spatial Information Over Time for Low-Latency Spiking Neural Networks ICCV 2021
Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks IJCAI 2021
Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks NIPS 2021
A Free Lunch From ANN: Towards Efficient, Accurate Spiking Neural Networks Calibration ICML 2021
Sparse Spiking Gradient Descent NIPS 2021
Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State NIPS 2021
Learning to Time-Decode in Spiking Neural Networks Through the Information Bottleneck NIPS 2021
Differentiable Spike: Rethinking Gradient-Descent for Training Spiking Neural Networks NIPS 2021
Incorporating Learnable Membrane Time Constant To Enhance Learning of Spiking Neural Networks ICCV 2021
Temporal-Wise Attention Spiking Neural Networks for Event Streams Classification ICCV 2021
Bifurcation Spiking Neural Network JMLR 2021
Going Deeper With Directly-Trained Larger Spiking Neural Networks AAAI 2021
Deep Residual Learning in Spiking Neural Networks NIPS 2021
Pruning of Deep Spiking Neural Networks through Gradient Rewiring IJCAI 2021
Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity NIPS 2021
Spike-Thrift: Towards Energy-Efficient Deep Spiking Neural Networks by Limiting Spiking Activity via Attention-Guided Compression WACV 2021