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In this work, we firstly apply the Train-Tensor (TT) networks to construct a compact representation of the classical Multilayer Perceptron, representing a reduction of up to 95% of the coefficients. A comparative analysis between tensor model and sta
Externí odkaz:
http://arxiv.org/abs/2101.09184
Autor:
Eisencraft, M., Fanganiello, R.D., Grzybowski, J.M.V., Soriano, D.C., Attux, R., Batista, A.M., Macau, E.E.N., Monteiro, L.H.A., Romano, J.M.T., Suyama, R., Yoneyama, T.
Publikováno v:
In Communications in Nonlinear Science and Numerical Simulation December 2012 17(12):4707-4718
Akademický článek
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Autor:
Carvalho SN; Institute of Exact and Applied Sciences, Federal University of Ouro Preto, UFOP, Ouro Preto, Brazil. sarah@ufop.edu.br.; Brazilian Institute of Neuroscience and Neurotechnology, BRAINN, Campinas, Brazil. sarah@ufop.edu.br., Vargas GV; School of Computer and Electrical Engineering, University of Campinas, UNICAMP, Campinas, Brazil., da Silva Costa TB; Brazilian Institute of Neuroscience and Neurotechnology, BRAINN, Campinas, Brazil.; School of Computer and Electrical Engineering, University of Campinas, UNICAMP, Campinas, Brazil., de Arruda Leite HM; Institute of Exact and Applied Sciences, Federal University of Ouro Preto, UFOP, Ouro Preto, Brazil.; Brazilian Institute of Neuroscience and Neurotechnology, BRAINN, Campinas, Brazil., Coradine L; Institute of Computing, Federal University of Alagoas, UFAL, Maceió, Brazil., Boccato L; School of Computer and Electrical Engineering, University of Campinas, UNICAMP, Campinas, Brazil., Soriano DC; Brazilian Institute of Neuroscience and Neurotechnology, BRAINN, Campinas, Brazil.; Engineering, Modeling and Applied Social Sciences Center, Federal University of ABC, UFABC, Santo André, Brazil., Attux R; Brazilian Institute of Neuroscience and Neurotechnology, BRAINN, Campinas, Brazil.; School of Computer and Electrical Engineering, University of Campinas, UNICAMP, Campinas, Brazil.
Publikováno v:
Medical & biological engineering & computing [Med Biol Eng Comput] 2021 May; Vol. 59 (5), pp. 1133-1150. Date of Electronic Publication: 2021 Apr 28.
Autor:
Filho, C A Stefano, Costa, T B S, Uribe, L F S, Rodrigues, P G, Soriano, D C, Attux, R, Castellano, G
Publikováno v:
Biomedical Physics & Engineering Express; May2020, Vol. 6 Issue 3, p1-11, 11p
Autor:
Bassi PRAS; Department of Computer Engineering and Industrial Automation, School of Electrical and Computer Engineering, University of Campinas-UNICAMP. 13083-970, Campinas, SP, Brazil.; Alma Mater Studiorum-University of Bologna, 40126, Bologna, BO, Italy., Attux R; Department of Computer Engineering and Industrial Automation, School of Electrical and Computer Engineering, University of Campinas-UNICAMP. 13083-970, Campinas, SP, Brazil.
Publikováno v:
Biomedical physics & engineering express [Biomed Phys Eng Express] 2022 Apr 08; Vol. 8 (3). Date of Electronic Publication: 2022 Apr 08.
Akademický článek
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Publikováno v:
Electronics Letters (Wiley-Blackwell); 7/25/2019, Vol. 55 Issue 15, p859-861, 3p, 2 Graphs
Akademický článek
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Autor:
Stefano Filho CA; Neurophysics Group, 'Gleb Wataghin' Physics Institute, University of Campinas (UNICAMP), Brazil. Brazilian Institute of Neuroscience and Neurotechnology (BRAINN), Brazil., Costa TBS, S Uribe LF, Rodrigues PG, Soriano DC, Attux R, Castellano G
Publikováno v:
Biomedical physics & engineering express [Biomed Phys Eng Express] 2020 Apr 27; Vol. 6 (3), pp. 035030. Date of Electronic Publication: 2020 Apr 27.