Stochastic resonance in an ensemble of single-electron neuromorphic devices and its application to competitive neural networks

Chaos, Solitons and Fractals

Volumn 32, Issue 2, 2007, Pages 855-861

  Oya, Takahide ^a   Asai, Tetsuya ^a   Amemiya, Yoshihito ^a  

^a HOKKAIDO UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL METHODS; ELECTRONS; NANOTECHNOLOGY; NEURAL NETWORKS; RESONANCE; STATISTICAL METHODS;

NEUROMORPHIC ARCHITECTURES; SINGLE ELECTRON CIRCUITS; SPIKING NEURONS; STOCHASTIC RESONANCE (SR);

RANDOM PROCESSES;

EID: 33749583176     PISSN: 09600779     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chaos.2005.11.027     Document Type: Article

References (6)

1. Likharev K., Mayr A., Muckra I., and Türel Ö. CrossNets: High-performance neuromorphic architectures for CMOL circuits. Molec Electron III: Ann NY Acad Sci 1006 (2003) 146-163
2. Oya T., Schmid A., Asai T., Leblebici Y., and Amemiya Y. On the fault tolerance of a clustered single-electron neural network for differential enhancement. IEICE Electron Expr 2 (2005) 76-80
3. Collins J.J., Chow C.C., and Imhoff T.T. Stochastic resonance without tuning. Nature 376 (1995) 236-238
4. Gravert H., and Devoret M.H. Single charge tunneling-coulomb blockade phenomena in nanostructures (1992), Plenum, New York
5. Oya T, Asai T, Kagaya R, Hirose T, Amemiya Y. Neuromorphic single-electron circuit and its application to temporal-domain neural competition. In: Proceedings of the 2004 international symposium nonlinear theory and its application. 2004. p. 235-9.
6. Asai T., Kanazawa Y., and Amemiya Y. A subthreshold MOS neuron circuit based on the Volterra system. IEEE Trans Neural Networks 14 (2004) 1308-1312