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Convis: A Toolbox to Fit and Simulate Filter-Based Models of Early Visual Processing

We developed Convis, a Python simulation toolbox for large scale neural populations which offers arbitrary receptive fields by 3D convolutions executed on a graphics card. The resulting software proves to be flexible and easily extensible in Python, while building on the PyTorch library (The Pytorch...

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Detalles Bibliográficos
Autores principales: Huth, Jacob, Masquelier, Timothée, Arleo, Angelo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5845886/
https://www.ncbi.nlm.nih.gov/pubmed/29563867
http://dx.doi.org/10.3389/fninf.2018.00009