Optimizing time-frequency feature extraction and channel selection through gradient backpropagation to improve action decoding based on subthalamic local field potentials

Neural oscillating patterns, or time-frequency features, predicting voluntary motor intention, can be extracted from the local field potentials (LFPs) recorded from the sub-thalamic nucleus (STN) or thalamus of human patients implanted with deep brain stimulation (DBS) electrodes for the treatment o...

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Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Martineau, T, He, S, Vaidyanathan, R, Brown, P, Tan, H
Формат: Conference item
Хэл сонгох:English
Хэвлэсэн: IEEE 2020