Acceso abierto

Designing Convolutional Neural Network Architecture Using Genetic Algorithms


Cite

Y. B. a. A. C. Ian Goodfellow, Deep Learning, 2016. Y. B. a. A. C. Ian Goodfellow Deep Learning 2016 Search in Google Scholar

Y. J. L. D. B. B. D. J. S. G. H. P. G. I. H. D. H. R. E. a. H. W. LeCun, “Handwritten digit recognition: Applications,” IEEE Communications Magazine, pp. 41-46, 1989. Y. J. L. D. B. B. D. J. S. G. H. P. G. I. H. D. H. R. E. a. H. W. LeCun “Handwritten digit recognition: Applications,” IEEE Communications Magazine, pp. 4146 1989 Search in Google Scholar

M. Matusugu, M. Katsuhiko, M. Yusuke and K. Yuji, “Subject independent facial expression recognition with robust face detection using a convolutional neural network,” Neural Networks, vol. 16, pp. 555-559, 2003. M. Matusugu M. Katsuhiko M. Yusuke and K. Yuji “Subject independent facial expression recognition with robust face detection using a convolutional neural network,” Neural Networks, vol. 16, pp. 555 559 2003 10.1016/S0893-6080(03)00115-1 Search in Google Scholar

D. H. Hubel and T. N. Wiesel, “Receptive fields and functional architecture of monkey striate cortex,” The Journal of Physiology, vol. 195, pp. 218-243, 1968. D. H. Hubel and T. N. Wiesel “Receptive fields and functional architecture of monkey striate cortex,” The Journal of Physiology, vol. 195, pp. 218243 1968 10.1113/jphysiol.1968.sp00845515579124966457 Search in Google Scholar

A. karpathy, “CS23In Convolutional Neural Networks for Visual Recognition,” 2016. [Online]. Available: http://cs23In.github.io/convolutional-networks/. A. karpathy “CS23In Convolutional Neural Networks for Visual Recognition,” 2016 [Online]. Available: http://cs23In.github.io/convolutional-networks/ Search in Google Scholar

ujjwalkarn, “An Intuitive Explanation of Convolutional Neural Networks,” 11 August 2016. [Online]. Available: https://ujjwalkarn.me/2016/08/11/intuitive-explanation-convnets/. ujjwalkarn “An Intuitive Explanation of Convolutional Neural Networks,” 11 August 2016 [Online]. Available: https://ujjwalkarn.me/2016/08/11/intuitive-explanation-convnets/ Search in Google Scholar

“Genetic Algorithms,” [Online]. Available: https://www.doc.ic.ac.uk/~nd/surprise_96/journal/voll/hmw/article.html#top. “Genetic Algorithms,” [Online]. Available: https://www.doc.ic.ac.uk/~nd/surprise_96/journal/voll/hmw/article.html#top Search in Google Scholar

L. N. d. Castro, “Genetic Algorithms,” in Fundamentals of Natural Computing; Basic Concepts, Algorithms, and Applications, Chapman and Hall/CRC, 2006, pp. 88-91. L. N. d. Castro “Genetic Algorithms,” in Fundamentals of Natural Computing; Basic Concepts, Algorithms, and Applications, Chapman and Hall/CRC 2006, pp. 88 91 10.1201/9781420011449 Search in Google Scholar

J. Barr, “New P2 Instance Type for Amazon EC2-Up to 16 GPUs,” 29 September 2016 [Online]. Available: https://aws.amazon.com/blogs/aws/new-p2-instance-type-for-amazon-ec2-up-to-16-gpus/. J. Barr “New P2 Instance Type for Amazon EC2-Up to 16 GPUs,” 29 September 2016 [Online]. Available: https://aws.amazon.com/blogs/aws/new-p2-instance-type-for-amazon-ec2-up-to-16-gpus/ Search in Google Scholar

A. Gibiansky, “Convolutional Neural Networks,” 24 February 2014. [Online]. Available: http://andrew.gibiansky.com/blog/machine-learning/convolutional-neural-networks/. A. Gibiansky “Convolutional Neural Networks,” 24 February 2014 [Online]. Available: http://andrew.gibiansky.com/blog/machine-learning/convolutional-neural-networks/ Search in Google Scholar

eISSN:
2470-8038
Idioma:
Inglés
Calendario de la edición:
4 veces al año
Temas de la revista:
Computer Sciences, other