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500lines

500 Lines or Less

agsol-bci

Ashton Graybiel Spatial Orientation Laboratory - The Brain Computer Interface Project

alphago

A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

analyzing_neural_time_series

python implementations of Analyzing Neural Time Series Textbook

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

bci-virtual-keyboard

A brain computer interface controlled virtual keyboard project.

bcicomp

some algorithms applied to bci comp IV

bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

bottle

bottle.py is a fast and simple micro-framework for python web-applications.

brain-computer-interface

This project introduces a way to establish direct communication pathway between brain and computers. With labeled data, I implement a SVM classifier to classify the brain signals into two clusters when decoding the movement direction, left or right. The most work of this project is to implement a SVM classifier. First, this classification problem is converted into an unconstrained non-linear optimization problem. Interior point method is utilized to solve the logarithmic barrier. Inside the IPM algorithm, I use Newton method to solve the optimization problem in every loop. The stopping criterion of Newton method is by line search. Through this process, the optimal solution is rely on the value of  . Therefore, two fold cross validation is built inside the program to determine the optimal  .

brain-computer-interface-1

Codes for Signal Processing of EEG raw data

brain-computer-interface-bci-based-phone-dialing

braincomputerinterfaces

Variety of applications for BCI research

c-pac

Configurable Pipeline for the Analysis of Connectomes

c4

C in four functions

ccep

ccep analyses

chinese_ocr

CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras

computation-thru-dynamics

Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.

ctcdecoder

Connectionist Temporal Classification (CTC) decoding algorithms: best path, prefix search, beam search and token passing.

ctcwordbeamsearch

Connectionist Temporal Classification (CTC) decoder with dictionary and language model for TensorFlow.

deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

dp_sparse_autoencoder

sparse autoencoder (deep learning)

dynamo-release

Inclusive model of expression dynamics with metabolic labeling based scRNA-seq / multiomics, vector field reconstruction and differential geometry analyses

echopred

single-neuron multi-layer predictive coding network.

ecog2txt

code for decoding speech as text from neural data

eeg-lab

Lab task to analyze EEG data obtained from Emotiv EPOC. Skoltech ISP 2015, Brain-Computer Interface

eeganalysisprojects

Software and plugins for EEG Analysis software. Developed during master degree in EEG signal processing.

ego-planner

ego-planner-swarm

An efficient single/multi-agent trajectory planner for multicopters.