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Pugu's Projects

bindsnet icon bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

brian2stdpmnist icon brian2stdpmnist

Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"

brian_mnist icon brian_mnist

ReSuMe supervised learning performed on single layer of Izhikevich neurons for MNIST classication

electronic-wechat icon electronic-wechat

:speech_balloon: A better WeChat on macOS and Linux. Built with Electron by Zhongyi Tong.

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

gupdater icon gupdater

Code for EMNLP 2019 paper "Learning to Update Knowledge Graphs by Reading News"

iris_snn icon iris_snn

Feedforward spiking neural network has been trained with SpikeProp algorithm

know-evolve icon know-evolve

Implementation code for ICML '17 paper "Deep Temporal Reasoning for Dynamic Knowledge Graphs"

krlpapers icon krlpapers

Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)

normad icon normad

Python2 / Brian2 implementation (attempt) of Normalized Approximate Descent based Supervised Learning Rule.

python icon python

All Algorithms implemented in Python

snn_sim icon snn_sim

Python SNN simulator with GUI. UCSD Bioengineering Senior Design 2018

snntools icon snntools

Toolkits supporting for SNN experiments and analysis

vqa_regat icon vqa_regat

A pyTorch implementation of Relation-aware Graph Attention Network for Visual Question Answering.

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