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

Efficient Converted Spiking Neural Network for 3D and 2D Classification ICCV 2023
Deep Directly-Trained Spiking Neural Networks for Object Detection ICCV 2023
Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks ICCV 2023
Membrane Potential Batch Normalization for Spiking Neural Networks ICCV 2023
Unleashing the Potential of Spiking Neural Networks with Dynamic Confidence ICCV 2023
Temporal-Coded Spiking Neural Networks with Dynamic Firing Threshold: Learning with Event-Driven Backpropagation ICCV 2023
Inherent Redundancy in Spiking Neural Networks ICCV 2023
SSF: Accelerating Training of Spiking Neural Networks with Stabilized Spiking Flow ICCV 2023
RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural Networks ICCV 2023
Masked Spiking Transformer ICCV 2023
Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks NIPS 2023
Spike-driven Transformer NIPS 2023
Exploring Loss Functions for Time-based Training Strategy in Spiking Neural Networks NIPS 2023
SEENN: Towards Temporal Spiking Early Exit Neural Networks NIPS 2023
Direct Training of SNN using Local Zeroth Order Method NIPS 2023
Trial matching: capturing variability with data-constrained spiking neural networks NIPS 2023
Temporal Conditioning Spiking Latent Variable Models of the Neural Response to Natural Visual Scenes NIPS 2023
GUST: Combinatorial Generalization by Unsupervised Grouping with Neuronal Coherence NIPS 2023
Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural Networks IJCAI 2022
LTMD: Learning Improvement of Spiking Neural Networks with Learnable Thresholding Neurons and Moderate Dropout NIPS 2022
Spiking Graph Convolutional Networks IJCAI 2022
Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes IJCAI 2022
Recent Advances and New Frontiers in Spiking Neural Networks IJCAI 2022
SNN-RAT: Robustness-enhanced Spiking Neural Network through Regularized Adversarial Training NIPS 2022
Multi-Tier Platform for Cognizing Massive Electroencephalogram IJCAI 2022