Design of a Hamming neural network based on single-electron tunneling devices

Microelectronics Journal

Volumn 37, Issue 6, 2006, Pages 510-518

  Guimaraes J G ^a   Nobrega L M ^a   Da Costa, J C ^a  

^a UNIVERSITY OF BRASILIA   (Brazil)

Author keywords

Block; Hamming network; Neural network; Recognition; Room temperature; Single electron

Indexed keywords

COMPUTER SIMULATION; COMPUTER SOFTWARE; ELECTRON TUNNELING; THERMAL EFFECTS;

BLOCK; HAMMING NETWORK; RECOGNITION; ROOM TEMPERATURE; SINGLE-ELECTRON;

NEURAL NETWORKS;

EID: 33645076520     PISSN: 00262692     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.mejo.2005.07.007     Document Type: Article

References (28)

1. H. Grabert, and M.H. Devoret Single Charge Tunneling - Coulomb Blockade Phenomena in Nanostructures NATO ASI Series, Series B: Physics 1991
2. Semiconductor Industry Association The National Roadmap for Semiconductors 2003
3. J.C. da Costa, J. Hoekstra, M.J. Goossens, C.J.M. Verhoeven, H.M. Van Roermund, and A.H.M. Van Roermund Considerations about nanoelectronic GSI processors Analog Integrated Circuits and Signal Processing 24 2000 59 71
4. J. Carruthers, D. Hammerstrom, B. Colwell, G. Bourianoff, V. Zhirnov. Computer architectures for nanoscale devices, Technical report, Semiconductor Industry Association, 2003.
5. D.V. Averin, and K. Likharev Coulomb blockade of tunneling and coherent oscillations in small tunnel junctions Journal of Low Temperature Physics 62 1986 345 372
6. K.K. Likharev, N.S. Bakhvalov, G.S. Kazacha, and I. Serdyukova Single-electron device IEEE Transactions on Magnetics 25 1989 1436 1439
7. T.A. Fulton, and D. Dolan Observation of single-electron charging effects in small tunnel junctions Physics Review Letters 59 1987 109 112
8. H. Wolf, F.J. Ahlers, J. Niemeyer, H. Scherer, T. Weimann, A.B. Worin, V.A. Krupenin, S.V. Lotkohov, and E. Presnov Investigation of offset charge noise in single-electron tunneling devices IEEE Transactions on Instrumentation and Measurements 46 1997 303 306
9. D.K. Ferry Transport in Nanostructures 1997 Cambridge University Press USA
10. K.K. Likharev Single-electron devices and their applications Proceedings of the IEEE 87 1999 606 632
11. Ö Türel, and K. Likharev Crossnets: possible neuromorphic networks based on nanoscale components International Journal of Circuit Theory and Applications 31 2003 37 54
12. J. Hoekstra, J.C. Costa, M.J. Goossens, C.J.M. Verhoeven, and A.H.M. Van Roermund The application of neural networks for nanoelectronic circuits Proceedings of the International Conference on Neural Networks and Their Applications 1998 pp. 27-30
13. L. Fausett Fundamentals of Neural Networks 1994 Prentice-Hall New Jersey, USA
14. S. Haykin, and S. Haykin Neural Networks - A Comprehensive Foundation 1994 Prentice-Hall New Jersey, USA
15. K.F. Goser, C. Pacha, A. Kanstein, and M.L. Rossman Aspects of systems and circuits for nanoelectronics Proceedings of the IEEE 85 1997 558 573
16. Y. Fang, M.A. Cohen, and T.G Kincaid Dynamics of a winner-take-all neural network Neural Networks 9 1997 1141 1154
17. M.J. Goossens, C.J.M. Verhoeven, and A.H.M. Van Roermund Single-electron tunneling technology for neural networks Proceedings of the Fifth International Conference on Microelectronics for Neural Networks and Fuzzy Systems 1996 pp. 125-130
18. M. Kirihara, and K. Taniguchi A single-electron neuron device Japanese Journal of Applied Physics 36 1997 4172 4175
19. T. Yamada, and Y. Amemiya A multi-valued Hopfield network device using single-electron circuits IEICE Transactions on Electronics E82-C 1999 1615 1622
20. T. Yamada, M. Akazawa, T. Asai, and Y. Amemiya Boltzmann machine neural network devices using single-electron tunneling Nanotechnology 12 2001 60 67
21. J.G. Guimaraes, and J.C. Costa Performance analysis of single-electron winner-take-all networks Proceedings of the 18th Symposium on Technology and Devices SBMICRO2003 2003 pp. 120-129
22. J.G. Guimaraes, L.M. Nobrega, and J.C. Costa Single-electron winner-take-all macro block for large-scale integrated neural networks Proceedings of the 19th Symposium on Technology and Devices SBMICRO2004 2004 pp. 145-150
23. J.G. Guimaraes, H.C. do Carmo, and J.C. Costa Single-electron winner-take-all network Microelectronics Journal 35/2 2004 173 178
24. R. Lippmann An introdution to computing with neural nets IEEE ASSP Magazine 4 1987 4 22
25. C. Wasshuber, H. Kosina, and S. Selberherr SIMON - a simulator for single-electron tunneling devices and circuits IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 16 1997 937 944
26. K. Yamamura, and Y. Suda Improvement of operation reliability at room temperature for a single-electron pump IEICE Transactions of Electron E81-C 1998 16 20
27. Y. Takahashi, M. Nagase, H. Namatsu, K. Kurihara, K. Iwdate, Y. Nakajima, S. Horiguchi, K. Murase, and M. Tabe Fabrication technique for Si single-electron transistor operating at room temperature Electronics Letters 31 1995 136 137
28. J.G. Guimaraes, L.M. Nobrega, and J.C. Costa Single-electron hamming network Proceedings of the 20th Symposium on Technology and Devices SBMICRO2005 2005