Solving the N-bit parity problem using neural networks

Neural Networks

Volumn 12, Issue 9, 1999, Pages 1321-1323

  Hohil, Myron E ^a   Liu, Derong ^a   Smith, Stanley H ^a  

^a Stevens Institute of Technology   (United States)

Author keywords

Exclusive OR problem; N bit parity problem; Neural networks

Indexed keywords

FORMAL LOGIC; FUNCTIONS; LEARNING SYSTEMS; LINEAR PROGRAMMING; PROBLEM SOLVING;

ACTIVATION FUNCTIONS; PARITY PROBLEMS;

NEURAL NETWORKS;

ADAPTATION; ANALYTIC METHOD; ARTICLE; FEEDBACK SYSTEM; LEARNING; NERVE CELL NETWORK; PRIORITY JOURNAL; TASK PERFORMANCE; TECHNIQUE; TRAINING;

EID: 0032864174     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0893-6080(99)00069-6     Document Type: Article

References (4)

1. Brown D.A. N-bit parity networks. Neural Networks. 6:1993;607-608.
2. Hohil, M.E., Liu, D., & Smith, S.H. (1998). N-bit parity networks: a simple solution. Proceedings of the 32nd Annual Conference on Information Sciences and Systems, Princeton University, Princeton, NJ, March 1998 (pp. 695-700).
3. Minor J.M. Parity with two layer feedforward nets. Neural Networks. 6:1993;705-707.
4. Stork D.G., Allen J.D. How to solve the N-bit parity problem with two hidden units. Neural Networks. 5:1992;923-926.