A pipeline structure for the sequential boltzmann machine

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

Volumn E82-A, Issue 6, 1999, Pages 920-926

  Zhu, Hongbing ^a   Sasaki, Mamoru ^a   Inoue, Takahiro ^a  

^a KUMAMOTO UNIVERSITY   (Japan)

Author keywords

Neural network; Parallel transit evaluation algorithm; Pipeline structure; Sequential boltzmann machine

Indexed keywords

CMOS INTEGRATED CIRCUITS; PARALLEL ALGORITHMS; PIPELINE PROCESSING SYSTEMS; SEQUENTIAL MACHINES;

SEQUENTIAL BOLTZMANN MACHINE;

NEURAL NETWORKS;

EID: 0032684915     PISSN: 09168508     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (13)

1. K. Goser, U. Ramachcr, and U. Radiert, eds. , "Proc. 1st Int. Workshop Microclectron. Neural Network," Dormund, Germany, June 25-26, 1990.
2. "Hardware implementation and neural nets and synapses," Conf. sponsored by NSF and ONR, San Diego, CA, Jan. 1988.
3. J. Raffel, "Electronic implementation of neuromorphic systems," Proc. IEEE Custom Integrated Circuits Conf. , pp. 10. 1. 1-10. 1. 7, 1988.
4. E. R. Vittoz, "Analog VLSI implementation of neural networks," Proc. Int. Symp. Circuits Syst. , pp. 2524-2527, New Orleans, LA, 1990.
5. S. Satyanarayana, Y. Tsividis, and H. P. Graf, "A reconfigurable VLSI neural network," IEEE J. Solid-State Circuits, vol. 27, no. l, pp. 67-81, 1992.
6. E. Aarts and J. Korst, "Boltzmann machines and their applications," Lecture Notes in Computer Science, New York: Springer Verlag, no. 258, 1987.
7. E. H. L. Aarts and J. H. M. Korst, "Combinatorial optimization on a Boltzmann machine," Proc. European Seminar on Neural Computing, London, UK, 1988.
8. V. Zissimopoulos, V. Th. Paschos, and F. Pekergin, "On the approximation of NP-complete problems by using the Boltzmann machine method: The case of some converting and packing problems," IEEE Trans. Comput. , vol. 40, no. 12, pp. 1413-1418, 1991.
9. G. E. Hinton and T. J. Sejnowski, "Learning and relearning in Boltzmann machines," in Parallel Distributed Processing: Explorations in the Microstructure of Cognition, eds. D. E. Rumelhart, J. L. McCelelland, and the POP Research Group, Bradford Books, Cambridge, MA, 1986.
10. E. H. L. Aarst and J. H. M. Korst, "Simulated Annealing and Boltzmann Machines," John Wiley &Sons, New York, 1990.
11. H. Zhu and M. Sasaki, "Introducing a parallel-transitevaluation method to the sequential Boltzmann machine," IEICE Trans. Fundamentals, vol. J79-A, no. 9, pp. 15711581, Sept. 1996.
12. M. Sasaki, S. Kaneda, F. Ueno, T. Inoue, and Y. Kitamura, "Boltzmann machine processor using single-bit operation," IEICE Trans. Fundamentals, vol. E76-A, no. 6, pp. 878-885, June 1993.
13. A. DeGloria, P. Faraboschi, and M. Olivieri, "Efficient implementation of the Boltzmann machine algorithm," IEEE Trans. Neural Networks, vol. 4, no. l, pp. 159-163, Jan. 1993.