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Approximating Deep Convolutional Neural Networks through Bit-level Masking of Network Parameters

Giuseppe Maria Sarda

Approximating Deep Convolutional Neural Networks through Bit-level Masking of Network Parameters.

Rel. Guido Masera, Maurizio Martina, Muhammad Shafique. Politecnico di Torino, Corso di laurea magistrale in Ingegneria Elettronica (Electronic Engineering), 2020

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Abstract:

Study on algorithms and VLSI architectures for approximate computing in the context of deep learning applications
Relators: Guido Masera, Maurizio Martina, Muhammad Shafique
Academic year: 2019/20
Publication type: Electronic
Number of Pages: 94
Subjects:
Corso di laurea: Corso di laurea magistrale in Ingegneria Elettronica (Electronic Engineering)
Classe di laurea: New organization > Master science > LM-29 - ELECTRONIC ENGINEERING
Ente in cotutela: TU Wien (AUSTRIA)
Aziende collaboratrici: UNSPECIFIED
URI: http://webthesis.biblio.polito.it/id/eprint/14433
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