brain-machine-interface

Here are 5 public repositories matching this topic...

mattgolub / internal_model_estimation

Codepack accompanying "Internal models for interpreting neural population activity during sensorimotor control," by Matthew D. Golub, Byron M. Yu, and Steven M. Chase, eLife 2015.

inverse-reinforcement-learning brain-machine-interface inverse-optimal-control motor-control motorl-learning internal-models

Updated Jul 3, 2018
MATLAB

mobeets / neural-redundancy-elife2018

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Code for "Constraints on neural redundancy", Hennig et al. (eLife, 2018)

neuroscience elife academic-paper brain-machine-interface neural-redundancy neural-computation

Updated Aug 11, 2018
MATLAB

jgmakin / rbmish

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matlab code for exponential family harmoniums, RBMs, DBNs, and relata

particle-filter expectation-maximization restricted-boltzmann-machine rbm brain-computer-interface bmi deep-belief-network efh refh exponential-family-harmonium bmi-decoding-algorithms linear-dynamical-systems rtrbm backprop-through-time brain-machine-interface

Updated Nov 9, 2018
MATLAB

aayushmanghosh / RL-Algorithms-for-iBMI-Applications

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Official repository for Reinforcement Learning Decoders used for intra-cortical brain machine interfaces - IEEE TNNLS 2023

reinforcement-learning neural-network bandit-algorithms brain-machine-interface hardware-optimization

Updated Dec 10, 2023
MATLAB

mickcrosse / mTRF-Toolbox

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A MATLAB package for modelling multivariate stimulus-response data

ridge-regression bci system-identification brain-computer-interface bmi trf brain-machine-interface neural-decoding stimulus-response-correlation temporal-response-function strf neural-interface

Updated Sep 6, 2024
MATLAB

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brain-machine-interface

Here are 5 public repositories matching this topic...

mattgolub / internal_model_estimation

mobeets / neural-redundancy-elife2018

jgmakin / rbmish

aayushmanghosh / RL-Algorithms-for-iBMI-Applications

mickcrosse / mTRF-Toolbox

Improve this page

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