On the Circuit Complexity of Sigmoid Feedforward Neural Networks

Author:

Beiu Valeriu,Taylor John G.

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience

Reference58 articles.

1. Abu-Mostafa, Y. (1989). Complexity in neural systems. In C.A. Mead (Ed.), Analog VLSI and neural systems (pp. 353–358). Reading, MA: Addison Wesley.

2. Albrecht, A. (1992). On bounded-depth threshold circuits for pattern functions. In Proceedings of the International Conference on Artificial Neural Networks ICANN'92, Brighton, UK (pp. 135–138). Amsterdam: Elsevier Science.

3. The monotone circuit complexity of Boolean functions;Alon;Combinatorica,1987

4. Alon, N., & Bruck, J. (1991). Explicit construction of depth-2 majority circuits for comparison and addition. (IBM Technical Report RJ 8300 (75661)). San Jose, CA: IBM Almaden Research Center (to appear in SIAM Journal of Discrete Mathematics).

5. A comparison study of binary feedforward neural networks and digital circuits;Andree;Neural Networks,1993

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