zhanganguo/Echo-State-Network

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4
Rank 3,292,337 (Top 66 %)
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MATLAB
Created almost 7 years ago
Updated almost 7 years ago

zhanganguo/Echo-State-Network

zhanganguo

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Echo State Network (ESN) implementation based on Jaeger's work, this implementation provide more clear code framework and function interfaces.

Multi-YOLOv3

Implemented multi-backbone and multi_gpu_model for YOLOv3 framework, forked from qqwwee.

ImageSpider

百度图片爬虫，可以爬取原图

2OIB-for-sEMG-Recognition

Second-order information bottleneck for sEMG pattern recognition tasks

PyESN

Echo State Network (Reservoir Computing) Coded by pure Python

FNN_IP

Code for Paper "Fast and robust learning in Spiking Feed-forward Neural Networks based on Intrinsic Plasticity mechanism"

Evol-SNN

Evolutionary and Adaptive Evolutionary spiking neuron models for spiking CNN and FNN.

IP_SNN

Experimental code for paper "Intrinsic Plasticity for Online Unsupervised Learning of Spiking Neural Networks: Towards Accurate and Robust Inference" that submitted to IJCAI 2020.

TorchSNN

An Spiking Neural Networks (SNNs) framework implemented by Pytorch

event-driven-IP

Event-driven intrinsic plasticity (IP) learning rules for spiking neural networks.

np_rnn_hash_function

Matlab implementation for the hash method “One-way Character Sequence Hash Algorithm Based on Nonlinear Preprocess and Recurrent Neural Network”

Resource-Allocating-Network

Resource Allocating Network (or Resource Alloaction Network, RAN) for regression task implemented by Matlab .m file.