A fully parallel and scalable implementation of a Hopfield Neural Network on the SHARC-net supercomputer

Proceedings - International Symposium on High Performance Computing Systems and Applications

Volumn , Issue , 2005, Pages 103-109

  Sykes, Edward R ^a   Mirkovic, Aleksandar ^a  

^a SHERIDAN COLLEGE   (Canada)

Author keywords

Distributed ANNs; Parallel hopfield neural networks; Parallel neural networks

Indexed keywords

DISTRIBUTED ANN; PARALLEL HOPFIELD NEURAL NETWORKS; PARALLEL NEURAL NETWORKS; SCALING ABILITY;

ARTIFICIAL INTELLIGENCE; COMPUTER SCIENCE; MULTIPROGRAMMING; PARALLEL PROCESSING SYSTEMS; SUPERCOMPUTERS; TOPOLOGY;

NEURAL NETWORKS;

EID: 28744456033     PISSN: 15505243     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HPCS.2005.6     Document Type: Conference Paper

References (10)

1. Hopfield, J. (1982). Neural networks and physical systems with emergent collective computational abilities. Proceedings of the National Academy of Sciences of the USA, 9(2554).
2. Ole Kirk, Martin Barfoed, Fredrik Bjorkling, Application of a Neural Network in the Optimization of an Enzymatic Synthesis, Tetrahedron Computer Methodology, Vol. 3, No. 3/4, 239 to 243, 1990.
3. Henrik Lundstedt, Neural Networks and Predictions of Solar-terrestrial Effects, Lund Observatory, Lund, Sweden, 1990.
4. James W. O'Sullivan, Neural Nets: A Practical Primer, AI In Finance, Spring, 1994.
5. O'Reilly, R. C., & Munakata, Y. (2000). Computational Explorations in Cognitive Neuroscience, London, England: MIT Press.
6. Amit, D. J. (1989). Modeling Brain Function: The World of Attractor Neural Networks. Cambridge University Press, Cambridge.
7. M. Andrecut, "Learning Rule for Pattern Recognition in Hopfield Neuronal Network," International journal of Modern Physics B, vol. 12, no. 32, pp. 3529-3537, 1998.
8. MacKay, D. J. (2003). Information Theory, Inference, and Learning Algorithms. Cambridge University Press.
9. Chandra, R., Dagum, L., Kohr, D., Maydan, D., McDonald, J., Menon, R. (2001). Parallel Programming in OpenMP. Morgan Kaufmann Publishers, San Fransisco.
10. Wilkinson, B., Allen, M. (1999). Parallel Programming: Techniques and Applications Using Networked Workstations and Parallel Computers. Prentice Hall, Upper Saddle River, New Jersey.