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Code for BE9-MBMI_Brain_Machine_Interfaces - multi LSTM approach to neural decoding in MATLAB (no toolboxes)

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mjsargent/BE9-MBMI_Brain_Machine_Interfaces

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Imported from Bitbucket

MATLAB scripts for estimating the position of a monkey hand given neuronal firing patterns from its motor cortex. LSTM approach - LSTM classifer to determine the inital angle, use angle to select a pair of LSTMs to perform time-series regression and estimate the hand movements. MSE around 25, could probably get lower by grid searching hyperparameters

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Code for BE9-MBMI_Brain_Machine_Interfaces - multi LSTM approach to neural decoding in MATLAB (no toolboxes)

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