DeepBehavior: A Deep Learning Toolbox for Automated Analysis of Animal and Human Behavior Imaging Data
Detailed behavioral analysis is key to understanding the brain-behavior relationship. Here, we present deep learning-based methods for analysis of behavior imaging data in mice and humans. Specifically, we use three different convolutional neural network architectures and five different behavior tas...
Main Authors: | Ahmet Arac, Pingping Zhao, Bruce H. Dobkin, S. Thomas Carmichael, Peyman Golshani |
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Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2019-05-01
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Series: | Frontiers in Systems Neuroscience |
Subjects: | |
Online Access: | https://www.frontiersin.org/article/10.3389/fnsys.2019.00020/full |
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