Verification of Split&Shift techniques for CNN hardware reduction

N. A. Fernández-García; Jordi Albó-Canals; Victor M. Brea; Jordi Riera-Baburés; Diego Cabello; Xavier Vilasís-Cardona

doi:10.1109/ECCTD.2007.4529543

Verification of Split&Shift techniques for CNN hardware reduction

N. A. Fernández-García, Jordi Albó-Canals, Victor M. Brea, Jordi Riera-Baburés, Diego Cabello, Xavier Vilasís-Cardona

Facultat Internacional de Comerç i Economia Digital La Salle

Producció científica: Capítol de llibre › Contribució a congrés/conferència › Avaluat per experts

3 Cites (Scopus)

Resum

The so-called Split&Shift (S&S) methodology has previously been introduced as an effective area saving technique for hardware implementation of Cellular Non-linear Networks. This work provides the first experimental proof of such a methodology through a circuit implementation over an FPGA platform. Results of area, processing time and functionality of different instances of the S&S methodology are given.

Idioma original	Anglès
Títol de la publicació	European Conference on Circuit Theory and Design 2007, ECCTD 2007
Editor	IEEE Computer Society
Pàgines	88-91
Nombre de pàgines	4
ISBN (imprès)	1424413427, 9781424413423
DOIs	https://doi.org/10.1109/ECCTD.2007.4529543
Estat de la publicació	Publicada - 2007
Esdeveniment	European Conference on Circuit Theory and Design 2007, ECCTD 2007 - Seville, Spain Durada: 26 d’ag. 2007 → 30 d’ag. 2007

Sèrie de publicacions

Nom	European Conference on Circuit Theory and Design 2007, ECCTD 2007

Conferència

Conferència	European Conference on Circuit Theory and Design 2007, ECCTD 2007
País/Territori	Spain
Ciutat	Seville
Període	26/08/07 → 30/08/07

Accés al document

10.1109/ECCTD.2007.4529543

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Fernández-García, N. A., Albó-Canals, J., Brea, V. M., Riera-Baburés, J., Cabello, D., & Vilasís-Cardona, X. (2007). Verification of Split&Shift techniques for CNN hardware reduction. In European Conference on Circuit Theory and Design 2007, ECCTD 2007 (pàg. 88-91). Article 4529543 (European Conference on Circuit Theory and Design 2007, ECCTD 2007). IEEE Computer Society. https://doi.org/10.1109/ECCTD.2007.4529543

@inproceedings{a910187524124961968d539a72a7bb96,

title = "Verification of Split&Shift techniques for CNN hardware reduction",

abstract = "The so-called Split&Shift (S&S) methodology has previously been introduced as an effective area saving technique for hardware implementation of Cellular Non-linear Networks. This work provides the first experimental proof of such a methodology through a circuit implementation over an FPGA platform. Results of area, processing time and functionality of different instances of the S&S methodology are given.",

author = "Fern{\'a}ndez-Garc{\'i}a, {N. A.} and Jordi Alb{\'o}-Canals and Brea, {Victor M.} and Jordi Riera-Babur{\'e}s and Diego Cabello and Xavier Vilas{\'i}s-Cardona",

year = "2007",

doi = "10.1109/ECCTD.2007.4529543",

language = "English",

isbn = "1424413427",

series = "European Conference on Circuit Theory and Design 2007, ECCTD 2007",

publisher = "IEEE Computer Society",

pages = "88--91",

booktitle = "European Conference on Circuit Theory and Design 2007, ECCTD 2007",

address = "United States",

note = "European Conference on Circuit Theory and Design 2007, ECCTD 2007 ; Conference date: 26-08-2007 Through 30-08-2007",

}

Fernández-García, NA, Albó-Canals, J, Brea, VM, Riera-Baburés, J, Cabello, D & Vilasís-Cardona, X 2007, Verification of Split&Shift techniques for CNN hardware reduction. in European Conference on Circuit Theory and Design 2007, ECCTD 2007., 4529543, European Conference on Circuit Theory and Design 2007, ECCTD 2007, IEEE Computer Society, pàg. 88-91, European Conference on Circuit Theory and Design 2007, ECCTD 2007, Seville, Spain, 26/08/07. https://doi.org/10.1109/ECCTD.2007.4529543

Verification of Split&Shift techniques for CNN hardware reduction. / Fernández-García, N. A.; Albó-Canals, Jordi; Brea, Victor M. et al.
European Conference on Circuit Theory and Design 2007, ECCTD 2007. IEEE Computer Society, 2007. pàg. 88-91 4529543 (European Conference on Circuit Theory and Design 2007, ECCTD 2007).

Producció científica: Capítol de llibre › Contribució a congrés/conferència › Avaluat per experts

TY - GEN

T1 - Verification of Split&Shift techniques for CNN hardware reduction

AU - Fernández-García, N. A.

AU - Albó-Canals, Jordi

AU - Brea, Victor M.

AU - Riera-Baburés, Jordi

AU - Cabello, Diego

AU - Vilasís-Cardona, Xavier

PY - 2007

Y1 - 2007

N2 - The so-called Split&Shift (S&S) methodology has previously been introduced as an effective area saving technique for hardware implementation of Cellular Non-linear Networks. This work provides the first experimental proof of such a methodology through a circuit implementation over an FPGA platform. Results of area, processing time and functionality of different instances of the S&S methodology are given.

AB - The so-called Split&Shift (S&S) methodology has previously been introduced as an effective area saving technique for hardware implementation of Cellular Non-linear Networks. This work provides the first experimental proof of such a methodology through a circuit implementation over an FPGA platform. Results of area, processing time and functionality of different instances of the S&S methodology are given.

UR - http://www.scopus.com/inward/record.url?scp=49749145594&partnerID=8YFLogxK

U2 - 10.1109/ECCTD.2007.4529543

DO - 10.1109/ECCTD.2007.4529543

M3 - Conference contribution

AN - SCOPUS:49749145594

SN - 1424413427

SN - 9781424413423

T3 - European Conference on Circuit Theory and Design 2007, ECCTD 2007

SP - 88

EP - 91

BT - European Conference on Circuit Theory and Design 2007, ECCTD 2007

PB - IEEE Computer Society

T2 - European Conference on Circuit Theory and Design 2007, ECCTD 2007

Y2 - 26 August 2007 through 30 August 2007

ER -

Fernández-García NA, Albó-Canals J, Brea VM, Riera-Baburés J, Cabello D, Vilasís-Cardona X. Verification of Split&Shift techniques for CNN hardware reduction. In European Conference on Circuit Theory and Design 2007, ECCTD 2007. IEEE Computer Society. 2007. pàg. 88-91. 4529543. (European Conference on Circuit Theory and Design 2007, ECCTD 2007). doi: 10.1109/ECCTD.2007.4529543

Verification of Split&Shift techniques for CNN hardware reduction

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