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Low-Rank Nonlinear Decoding of $μ$-ECoG from the Primary Auditory Cortex
This decoding problem is particularly challenging due to the complexity of neural responses in the auditory cortex and the presence of confounding signals in awake animals.
Multi Resolution LSTM For Long Term Prediction In Neural Activity Video
Epileptic seizures are caused by abnormal, overly syn- chronized, electrical activity in the brain.
Diversity encouraged learning of unsupervised LSTM ensemble for neural activity video prediction
Recog- nizing that there exist multiple activity pattern clusters, we have further explored to train an ensemble of LSTM mod- els so that each model can specialize in modeling certain neural activities, without explicitly clustering the training data.
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