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pro vyhledávání: '"Kent, Spencer J."'
Autor:
Kleyko, Denis, Davies, Mike, Frady, E. Paxon, Kanerva, Pentti, Kent, Spencer J., Olshausen, Bruno A., Osipov, Evgeny, Rabaey, Jan M., Rachkovskij, Dmitri A., Rahimi, Abbas, Sommer, Friedrich T.
Publikováno v:
Proceedings of the IEEE (2022), vol. 110, no. 10
This article reviews recent progress in the development of the computing framework vector symbolic architectures (VSA) (also known as hyperdimensional computing). This framework is well suited for implementation in stochastic, emerging hardware, and
Externí odkaz:
http://arxiv.org/abs/2106.05268
We develop theoretical foundations of Resonator Networks, a new type of recurrent neural network introduced in Frady et al. (2020) to solve a high-dimensional vector factorization problem arising in Vector Symbolic Architectures. Given a composite ve
Externí odkaz:
http://arxiv.org/abs/1906.11684
Akademický článek
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Autor:
Frady, E. Paxon1 (AUTHOR) epaxon@berkeley.edu, Kent, Spencer J.2 (AUTHOR) spencer.kent@berkeley.edu, Olshausen, Bruno A.3 (AUTHOR) baolshausen@berkeley.edu, Sommer, Friedrich T.4 (AUTHOR) fsommer@berkeley.edu
Publikováno v:
Neural Computation. Dec2020, Vol. 32 Issue 12, p2311-2331. 21p. 1 Color Photograph, 1 Diagram, 1 Chart, 2 Graphs.
Autor:
Kent, Spencer J.1 (AUTHOR) spencer.kent@berkeley.edu, Frady, E. Paxon2 (AUTHOR) epaxon@berkeley.edu, Sommer, Friedrich T.2 (AUTHOR) fsommer@berkeley.edu, Olshausen, Bruno A.3 (AUTHOR) baolshausen@berkeley.edu
Publikováno v:
Neural Computation. Dec2020, Vol. 32 Issue 12, p2332-2388. 57p. 1 Black and White Photograph, 5 Charts, 10 Graphs.