Deep Learning-Based Template Matching Spike Classification for Extracellular Recordings

Deep Learning-Based Template Matching Spike Classification for Extracellular Recordings

We propose a deep learning-based spike sorting method for extracellular recordings. For analysis of extracellular single unit activity, the process of detecting and classifying action potentials called “spike sorting” has become essential. This is achieved through distinguishing...

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Bibliographic Details
Main Authors: In Yong Park, Junsik Eom, Hanbyol Jang, Sewon Kim, Sanggeon Park, Yeowool Huh, Dosik Hwang
Format: Article
Language:English
Published: MDPI AG 2019-12-01
Series:Applied Sciences
Subjects:
spike classification
extracellular recordings
deep learning
multi-layer perceptron
template matching
clustering
Online Access:https://www.mdpi.com/2076-3417/10/1/301

Internet

https://www.mdpi.com/2076-3417/10/1/301

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