Impact of shrinking technologies on the activation function of neurons

Eickhoff R, Kaulmann T, Rückert U (2007)
In: Proceedings of the International Conference on Artificial Neural Networks. Springer-Verlag: 501-510.

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Konferenzbeitrag | Veröffentlicht | Englisch
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Abstract / Bemerkung
Artificial neural networks are able to solve a great variety of different applications, e.g. classification or approximation tasks. To utilize their advantages in technical systems various hardware realizations do exist. In this work, the impact of shrinking device sizes on the activation function of neurons is investigated with respect to area demands, power consumption and the maximum resolution in their information processing. Furthermore, analog and digital implementations are compared in emerging silicon technologies beyond 100 nm feature size.
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Proceedings of the International Conference on Artificial Neural Networks
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501-510
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Eickhoff R, Kaulmann T, Rückert U. Impact of shrinking technologies on the activation function of neurons. In: Proceedings of the International Conference on Artificial Neural Networks. Springer-Verlag; 2007: 501-510.
Eickhoff, R., Kaulmann, T., & Rückert, U. (2007). Impact of shrinking technologies on the activation function of neurons. Proceedings of the International Conference on Artificial Neural Networks, 501-510. Springer-Verlag. doi:10.1007/978-3-540-74690-4_51
Eickhoff, R., Kaulmann, T., and Rückert, U. (2007). “Impact of shrinking technologies on the activation function of neurons” in Proceedings of the International Conference on Artificial Neural Networks (Springer-Verlag), 501-510.
Eickhoff, R., Kaulmann, T., & Rückert, U., 2007. Impact of shrinking technologies on the activation function of neurons. In Proceedings of the International Conference on Artificial Neural Networks. Springer-Verlag, pp. 501-510.
R. Eickhoff, T. Kaulmann, and U. Rückert, “Impact of shrinking technologies on the activation function of neurons”, Proceedings of the International Conference on Artificial Neural Networks, Springer-Verlag, 2007, pp.501-510.
Eickhoff, R., Kaulmann, T., Rückert, U.: Impact of shrinking technologies on the activation function of neurons. Proceedings of the International Conference on Artificial Neural Networks. p. 501-510. Springer-Verlag (2007).
Eickhoff, Ralf, Kaulmann, Tim, and Rückert, Ulrich. “Impact of shrinking technologies on the activation function of neurons”. Proceedings of the International Conference on Artificial Neural Networks. Springer-Verlag, 2007. 501-510.

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