lipenghui8

DCNv4

[CVPR 2024] Deformable Convolution v4

SNN-delays

Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]

DL-based-Intelligent-Diagnosis-Benchmark

Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"

spikformer

ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer

Spike-Driven-Transformer

Offical implementation of "Spike-driven Transformer" (NeurIPS2023)

RevCol

Official Code of Paper "Reversible Column Networks" "RevColv2"

awesome-visual-transformers

[TNNLS] A Comprehensive Survey of Awesome Visual Transformer Literatures.

SNN_CV_Applications_Resources

Paper list for SNN based computer vision tasks.

EMS-YOLO

Offical implementation of "Deep Directly-Trained Spiking Neural Networks for Object Detection" (ICCV2023)

spiking-meta-learning

Deep-Spiking-Q-Networks

The source code of paper Human-Level Control through Directly-Trained Deep Spiking Q-Networks.

bindsnet-1

Simulation of spiking neural networks (SNNs) using PyTorch.

pop-spiking-deep-rl

DRL with population coded spiking neural network for optimal and energy-efficient continuous control.

awesome-snn-conference-paper

🔥 This repo compiles top conference papers and code for Spiking Neural Networks research. The project is actively evolving. 本仓库收集了脉冲神经网络领域的顶会顶刊论文和代码，正在持续更新中。

SpikE

Code and data to the publication "SpikE: spike-based embeddings for multi-relational graph data".

SNN-learning-methods-papers

该仓库主要收录了顶会中SNN领域的一些论文，论文内容与代理梯度和ANN-SNN转换相关。

SpikeCV

An open-source framework for spike vision

STE-FlowNet

Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation (AAAI 2022)

event_based_image_rec_inverse_problem

Official implementation of TPAMI 2022 paper "Formulating Event-based Image Reconstruction as a Linear Inverse Problem with Deep Regularization using Optical Flow"

event_based_optical_flow

The official implementation of "Secrets of Event-based Optical Flow" (ECCV2022 Oral and IEEE T-PAMI 2024)

StereoSpike

Stereo depth estimation with Spiking Neural Networks (SNN) on Dynamic Vision Sensor (DVS) data

event-based_vision_resources

OF_EV_SNN

Optical Flow estimation from Event cameras and Spiking Neural Networks

LATS

To appear in the 11th International Conference on Learning Representations (ICLR 2023).

Blocks

A new model for quickly training and simulating adaptive leaky integrate-and-fire spiking neural networks.

Parametric-Leaky-Integrate-and-Fire-Spiking-Neuron

Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks

event_flow

Self-Supervised Learning of Event-based Optical Flow with Spiking Neural Networks

AutoSNN

Official code of "AutoSNN: Towards Energy-Efficient Spiking Neural Networks," ICML22

spikingjelly

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

object-detection-with-spiking-neural-networks

Repository code for the IJCNN 2022 paper "Object Detection with Spiking Neural Networks on Automotive Event Data"