A pseudo-softmax function for hardware-based high speed image classification

In this work a novel architecture, named pseudo-softmax, to compute an approximated form of the softmax function is presented. This architecture can be fruitfully used in the last layer of Neural Networks and Convolutional Neural Networks for classification tasks, and in Reinforcement Learning hardw...

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Detalles Bibliográficos
Autores principales: Cardarilli, Gian Carlo, Di Nunzio, Luca, Fazzolari, Rocco, Giardino, Daniele, Nannarelli, Alberto, Re, Marco, Spanò, Sergio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8319144/
https://www.ncbi.nlm.nih.gov/pubmed/34321514
http://dx.doi.org/10.1038/s41598-021-94691-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8319144/
https://www.ncbi.nlm.nih.gov/pubmed/34321514
http://dx.doi.org/10.1038/s41598-021-94691-7

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