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Tielin Zhang's Projects

bala icon bala

Brain-inspired Adaptive Learning NN in Baxter robot

bindsnet icon bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

brp-snn icon brp-snn

The code for tuning Spiking Neural Network based on Biologically-plausible Reward Propagation

cogsnn icon cogsnn

The cognitive computation toolbox for biologically plausible spiking neural networks.

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

lisnn icon lisnn

Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recognition."

mdn-snn icon mdn-snn

Meta-Dynamic Neurons improved Spatio-temporal Generalization of Spiking Neural Networks

nrrsnn icon nrrsnn

The source code for the frontiers paper NRR-SNN

patchlinemod icon patchlinemod

Update kmeans in linemod into tsne and other clustering efforts.

pytorch-playground icon pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

sbp icon sbp

The biologically plausible self backpropagation on SNNs and ANNs

slayerpytorch icon slayerpytorch

PyTorch implementation of SLAYER for training Spiking Neural Networks

spine-snn icon spine-snn

Dendritic Spines inspired Spiking Neural Networks for reinforcement learning

spyketorch icon spyketorch

High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.

tensorflow-without-a-phd icon tensorflow-without-a-phd

A crash course in six episodes for software developers who want to become machine learning practitioners.

v3d_external icon v3d_external

www.vaa3d.org : download the latest Binary version here https://github.com/Vaa3D/release/releases/tag/v3.200

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