Comparison of neural signal preprocessing methods and their impact on classification performance.

<p><b>A</b>, Comparison of neural signal preprocessing strategies: The upper panel illustrates the time-interval-based preprocessing method (quantifying spike counts within fixed time windows); the lower panel shows the equal-segment-based preprocessing method (dividing decision ti...

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Bibliographic Details
Main Author:	Yuhang Zhang (3144870) (author)
Other Authors:	Tao Sun (91038) (author), Boyang Zang (21464459) (author), Sen Wan (14509499) (author)
Published:	2025
Subjects:	Neuroscience Biotechnology Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified term memory network reproducible electrophysiology dataset particularly challenging problem international brain laboratory directional long short channel attention bi making stability within accurately forecasting decision making decoding model making behavior decoding decision proposed model model serves remarkable capacity novel perspective neural decision investigation furnishes ibl ), crucial purpose bilstm ),
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Comparison of neural signal preprocessing methods and their impact on classification performance.

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