DeepBehavior: A Deep Learning Toolbox for Automated Analysis of Animal and Human Behavior Imaging Data

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...

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Bibliographic Details
Main Authors: Ahmet Arac, Pingping Zhao, Bruce H. Dobkin, S. Thomas Carmichael, Peyman Golshani
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-05-01
Series:Frontiers in Systems Neuroscience
Subjects:
behavior analysis
deep learning
motor behavior
social behavior
human kinematics
Online Access:https://www.frontiersin.org/article/10.3389/fnsys.2019.00020/full

Internet

https://www.frontiersin.org/article/10.3389/fnsys.2019.00020/full

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