CAINN - Weightless alpha-beta neural network

Antonio Alarcón-Paredes; Amadeo José Argüelles-Cruz

doi:10.1109/CERMA.2008.94

CAINN - Weightless alpha-beta neural network

Antonio Alarcón-Paredes, Amadeo José Argüelles-Cruz

Centro de Investigación en Computación (CIC)

Producción científica: Contribución a una conferencia › Artículo › revisión exhaustiva

1 Cita (Scopus)

Resumen

In this paper, a weightless neural network model is presented, based on the known operations Alpha and Beta. This weightless Alpha-Beta neural network model is called CAINN - Computing Artificial Intelligence Neural Network. The CAINN's pattern learning and recalling algorithms are created given the Generalized Alpha, Sigma-Alpha, and Sigma-Beta operations, based on the ADAM weightless neural network model. Studies of the CAINN performance are shown. These studies report the reliability of the CAINN model.

Idioma original	Inglés
Páginas	434-438
Número de páginas	5
DOI	https://doi.org/10.1109/CERMA.2008.94
Estado	Publicada - 2008
Evento	Proceedings - 5th Meeting of the Electronics, Robotics and Automotive Mechanics Conference 2008, CERMA 2008 - Cuernavaca, Morelos, México Duración: 30 sep. 2008 → 3 oct. 2008

Conferencia

Conferencia	Proceedings - 5th Meeting of the Electronics, Robotics and Automotive Mechanics Conference 2008, CERMA 2008
País/Territorio	México
Ciudad	Cuernavaca, Morelos
Período	30/09/08 → 3/10/08

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10.1109/CERMA.2008.94

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title = "CAINN - Weightless alpha-beta neural network",

abstract = "In this paper, a weightless neural network model is presented, based on the known operations Alpha and Beta. This weightless Alpha-Beta neural network model is called CAINN - Computing Artificial Intelligence Neural Network. The CAINN's pattern learning and recalling algorithms are created given the Generalized Alpha, Sigma-Alpha, and Sigma-Beta operations, based on the ADAM weightless neural network model. Studies of the CAINN performance are shown. These studies report the reliability of the CAINN model.",

author = "Antonio Alarc{\'o}n-Paredes and Arg{\"u}elles-Cruz, {Amadeo Jos{\'e}}",

year = "2008",

doi = "10.1109/CERMA.2008.94",

language = "Ingl{\'e}s",

pages = "434--438",

note = "Proceedings - 5th Meeting of the Electronics, Robotics and Automotive Mechanics Conference 2008, CERMA 2008 ; Conference date: 30-09-2008 Through 03-10-2008",

}

CAINN - Weightless alpha-beta neural network. / Alarcón-Paredes, Antonio ; Argüelles-Cruz, Amadeo José.
2008. 434-438 Papel presentado en Proceedings - 5th Meeting of the Electronics, Robotics and Automotive Mechanics Conference 2008, CERMA 2008, Cuernavaca, Morelos, México.

Producción científica: Contribución a una conferencia › Artículo › revisión exhaustiva

TY - CONF

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AU - Alarcón-Paredes, Antonio

AU - Argüelles-Cruz, Amadeo José

PY - 2008

Y1 - 2008

N2 - In this paper, a weightless neural network model is presented, based on the known operations Alpha and Beta. This weightless Alpha-Beta neural network model is called CAINN - Computing Artificial Intelligence Neural Network. The CAINN's pattern learning and recalling algorithms are created given the Generalized Alpha, Sigma-Alpha, and Sigma-Beta operations, based on the ADAM weightless neural network model. Studies of the CAINN performance are shown. These studies report the reliability of the CAINN model.

AB - In this paper, a weightless neural network model is presented, based on the known operations Alpha and Beta. This weightless Alpha-Beta neural network model is called CAINN - Computing Artificial Intelligence Neural Network. The CAINN's pattern learning and recalling algorithms are created given the Generalized Alpha, Sigma-Alpha, and Sigma-Beta operations, based on the ADAM weightless neural network model. Studies of the CAINN performance are shown. These studies report the reliability of the CAINN model.

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U2 - 10.1109/CERMA.2008.94

DO - 10.1109/CERMA.2008.94

M3 - Artículo

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EP - 438

T2 - Proceedings - 5th Meeting of the Electronics, Robotics and Automotive Mechanics Conference 2008, CERMA 2008

Y2 - 30 September 2008 through 3 October 2008

ER -

CAINN - Weightless alpha-beta neural network

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