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Tian Sheuan Chang's Projects

adaption icon adaption

An adapted version of the original caffe deep learning library to support training, finetuning and testing of convolutional neural networks with limited numerical precision of weights and activations

autoware icon autoware

Open-source software for urban autonomous driving

awesome-very-deep-learning icon awesome-very-deep-learning

A curated list of papers and code about very deep neural networks (especially ResNets and DenseNets) :sunglasses:

bbci_public icon bbci_public

MATLAB toolbox for Brain-Computer Interfacing (BCI)

bci-challenge-ner-2015 icon bci-challenge-ner-2015

Code and documentation for the winning solution at the BCI Challenge @ NER 2015 : https://www.kaggle.com/c/inria-bci-challenge

behavioral-cloning icon behavioral-cloning

Train a deep neural network to clone driving behavior by using images to predict steering angles

binaryconnect icon binaryconnect

Training Deep Neural Networks with binary weights during propagations

binarynet icon binarynet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

binarynet-1 icon binarynet-1

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

bpl icon bpl

Bayesian Program Learning model for one-shot learning

brian2 icon brian2

Brian2 is an improved and partly rewritten version of Brian, the spiking neural network simulator (see http://briansimulator.org). It is currently in a beta state, ready for testing.

caffe icon caffe

Caffe: a fast open framework for deep learning.

chainer icon chainer

A flexible framework of neural networks for deep learning

clm-framework icon clm-framework

CLM-framework (a.k.a Cambridge Face Tracker) is a framework for various Constrained Local Model based face tracking and landmark detection algorithms and their extensions/applications. Includes CLM-Z and CLNF.

clouddalvq icon clouddalvq

Automatically exported from code.google.com/p/clouddalvq

convnet icon convnet

Convolutional Neural Networks for Matlab, including Invariang Backpropagation algorithm (IBP). Has versions for GPU and CPU, written on CUDA, C++ and Matlab. All versions work identically. The GPU version uses kernels from Alex Krizhevsky's library 'cuda-convnet2'.

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