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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Detalles Bibliográficos
Autores principales: Arac, Ahmet, Zhao, Pingping, Dobkin, Bruce H., Carmichael, S. Thomas, Golshani, Peyman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6513883/
https://www.ncbi.nlm.nih.gov/pubmed/31133826
http://dx.doi.org/10.3389/fnsys.2019.00020

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