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Yiman Zhang's Projects

actflowtoolbox icon actflowtoolbox

The Brain Activity Flow ("Actflow") Toolbox. Tools to quantify the relationship between connectivity and task activity through network simulations and machine learning prediction. Helps determine how connections contribute to specific brain functions.

arl-eegmodels icon arl-eegmodels

This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow

blog icon blog

Technical blog repo of metaflow

braindecode icon braindecode

A deep learning toolbox to decode raw time-domain EEG.

dynasim icon dynasim

DynaSim toolbox for modeling and simulating dynamical systems

frites icon frites

Framework for Information Theoretical analysis of Electrophysiological data and Statistics

gc_ss_pnas icon gc_ss_pnas

reproduction of the simulations of a critical paper, with the State Space formulation of Granger Causality

genericobjectdecoding icon genericobjectdecoding

Demo code for Horikawa and Kamitani, "Generic decoding of seen and imagined objects using hierarchical visual features", https://www.nature.com/articles/ncomms15037.

jidt icon jidt

JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems

kafbox icon kafbox

A Matlab benchmarking toolbox for kernel adaptive filtering

keras_npi icon keras_npi

NPI(Neural Programmer-Interpreters) implementation with Keras

kilotools icon kilotools

basic tools for spike sorting data via kilosort

labstreaminglayer icon labstreaminglayer

LabStreamingLayer super repository comprising submodules for LSL and associated apps.

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