/neuraldecoding

scripts used for neural decoding of single and multi unit auditory cortex data

Primary LanguagePython

LSTMS on auditory cortex data

this repo forms the bulk of my neural data analysis on auditory cortical spiking activity -- I run a shallow LSTM using Keras (only one hidden layer) and find auditory cortex neurons in trained animals become more discriminable towards a target word (stimulus representing reward) over competing non-target probe words (stimuli w/no associated meaning).
Apologies in advance as this repo is still currently a mess. I will be cleaning it up soon.