An Accurate and Robust Method for Spike Sorting Based on Convolutional Neural Networks

In the fields of neuroscience and biomedical signal processing, spike sorting is a crucial step to extract the information of single neurons from extracellular recordings. In this paper, we propose a novel deep learning approach based on one-dimensional convolutional neural networks (1D-CNNs) to imp...

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Bibliographic Details
Main Authors: Zhaohui Li, Yongtian Wang, Nan Zhang, Xiaoli Li
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Brain Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3425/10/11/835