We make a short overview of the connections between renormalization. the holographic principle, and tensor networks, on one side, and machine learning, more precisely deep neural networks and deep learning, on the other side.
机构:
CALTECH, Walter Burke Inst Theoret Phys, Pasadena, CA 91125 USA
CALTECH, Inst Quantum Informat & Matter, Pasadena, CA 91125 USA
Univ Calif Berkeley, Ctr Theoret Phys, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Phys, Berkeley, CA 94720 USACALTECH, Walter Burke Inst Theoret Phys, Pasadena, CA 91125 USA
Bao, Ning
Remmen, Grant N.
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CALTECH, Walter Burke Inst Theoret Phys, Pasadena, CA 91125 USA
Univ Calif Berkeley, Ctr Theoret Phys, Berkeley, CA 94720 USA
Univ Calif Berkeley, Dept Phys, Berkeley, CA 94720 USACALTECH, Walter Burke Inst Theoret Phys, Pasadena, CA 91125 USA
机构:
Univ Calif San Diego, Cooperat Assoc Internet Data Anal, La Jolla, CA 92093 USAUniv Calif San Diego, Cooperat Assoc Internet Data Anal, La Jolla, CA 92093 USA
Krioukov, Dmitri
Ostilli, Massimo
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Univ Calif San Diego, Cooperat Assoc Internet Data Anal, La Jolla, CA 92093 USAUniv Calif San Diego, Cooperat Assoc Internet Data Anal, La Jolla, CA 92093 USA
机构:
Ist Italiano Tecnol, Ctr Life Nano Sci Sapienza, I-00161 Rome, Italy
Univ Roma La Sapienza, Dipartimento Fis, I-00815 Rome, ItalyIst Italiano Tecnol, Ctr Life Nano Sci Sapienza, I-00161 Rome, Italy
机构:
Inst Nacl Pesquisas Espaciais, Lab Comp & Appl Math, Sao Paulo, Brazil
Northwestern Univ, Dept Chem & Biol Engn, Evanston, IL USA
Pontificia Univ Catolica Minas Gerais, Dept Comp Engn, Belo Horizonte, MG, BrazilInst Nacl Pesquisas Espaciais, Lab Comp & Appl Math, Sao Paulo, Brazil
Campanharo, Andriana S. L. O.
Sirer, M. Irmak
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Northwestern Univ, Dept Chem & Biol Engn, Evanston, IL USAInst Nacl Pesquisas Espaciais, Lab Comp & Appl Math, Sao Paulo, Brazil
Sirer, M. Irmak
Malmgren, R. Dean
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Northwestern Univ, Dept Chem & Biol Engn, Evanston, IL USA
Datascope Analyt, Chicago, IL USAInst Nacl Pesquisas Espaciais, Lab Comp & Appl Math, Sao Paulo, Brazil
Malmgren, R. Dean
Ramos, Fernando M.
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Inst Nacl Pesquisas Espaciais, Ctr Earth Syst Sci, Sao Paulo, BrazilInst Nacl Pesquisas Espaciais, Lab Comp & Appl Math, Sao Paulo, Brazil
Ramos, Fernando M.
Amaral, Luis A. Nunes
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机构:
Northwestern Univ, Dept Chem & Biol Engn, Evanston, IL USA
Northwestern Univ, NW Inst Complex Syst, Evanston, IL USA
Northwestern Univ, Howard Hughes Med Inst, Evanston, IL USAInst Nacl Pesquisas Espaciais, Lab Comp & Appl Math, Sao Paulo, Brazil