Pinned Repositories
AGSOL-BCI
Ashton Graybiel Spatial Orientation Laboratory - The Brain Computer Interface Project
BCI-Virtual-Keyboard
A brain computer interface controlled virtual keyboard project.
bcicomp
some algorithms applied to bci comp IV
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
eeg-lab
Lab task to analyze EEG data obtained from Emotiv EPOC. Skoltech ISP 2015, Brain-Computer Interface
EmotivToolbox
MATLAB convenience class for Emotiv EPOC Neuroheadset
FEAST
A FEAture Selection Toolbox for C/C++ & Matlab/Octave.
jetW's Repositories
jetW/bindsnet
Simulation of spiking neural networks (SNNs) using PyTorch.
jetW/ccep
ccep analyses
jetW/computation-thru-dynamics
Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.
jetW/dynamo-release
Inclusive model of expression dynamics with metabolic labeling based scRNA-seq / multiomics, vector field reconstruction and differential geometry analyses
jetW/ecog2txt
code for decoding speech as text from neural data
jetW/ego-planner
jetW/ego-planner-swarm
An efficient single/multi-agent trajectory planner for multicopters.
jetW/f3d
A fast and minimalist 3D viewer.
jetW/fixed-point-finder
FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks
jetW/handwritingBCI
Code from the paper "High-Performance Brain-to-Text Communication via Handwriting"
jetW/HFOs-Identification-Imaging
This repository contains the source codes and sample data of the project High-frequency Oscillations Identification and Imaging.
jetW/howtrader
howtrader: how to be a quant trader, forked from vnpy with easy installation and deployment
jetW/kenlm
KenLM: Faster and Smaller Language Model Queries
jetW/logisim-evolution
Digital logic design tool and simulator
jetW/machine_learning
a collection of packages for ML projects, written in Tensorflow's Python API
jetW/mnelab
MNELAB - a GUI for MNE
jetW/nand2tetris
计算机系统要素-从零开始构建现代计算机
jetW/network-renormalization
jetW/neurodsp
Digital signal processing for neural time series.
jetW/NeuroStimDuino
An open source neurostimulator for students, researchers, and hobbyists interested in neuroscience
jetW/OpenBCI_Python
The Python software library designed to work with OpenBCI hardware.
jetW/openmeeg
A C++ package for low-frequency bio-electromagnetism solving forward problems in the field of EEG and MEG.
jetW/OSS-DBSv2
Open-Source Simulation platform for Deep Brain Stimulation
jetW/pnas-neuromod
Code for paper in PNAS 2020
jetW/pyrnn
pythorcn implementation of a vanilla RNN
jetW/RNS_processing_toolbox
This repository contains code for processing and analyzing data from the responsive neurostimulation (RNS) device by NeuroPace.
jetW/snn_toolbox
Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.
jetW/spikingjelly
SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
jetW/tueplots
Scientific plotting made easy.
jetW/XUAN-Bike