Training a Neuron in Sequential Learning

Neural Processing Letters

Volumn 5, Issue 2, 1997, Pages 91-96

  Poulard, Hervé ^a   Hernandez, Neil ^b  

^a ACTIA   (France)

^b LAAS CNRS   (France)

Author keywords

Constructive algorithms; Neural networks; Sequential learning; Threshold unit learning

Indexed keywords

LEARNING ALGORITHMS; LEARNING SYSTEMS;

BCP MAX PRINCIPLES; CONSTRUCTIVE ALGORITHMS; POCKET ALGORITHM; SEQUENTIAL LEARNING; THERMAL PERCEPTRON; THRESHOLD UNIT LEARNING;

NEURAL NETWORKS;

EID: 0031125692     PISSN: 13704621     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (7)

1. S. Gallant, "Optimal linear discriminants", in IEEE Proc. 8th Conf. Pattern Recognition (Paris), pp. 849-852, 1986, IEEE Computer Society Press, Washington, DC.
2. S. Gallant, "Perceptron-based learning algorithms", IEEE Transactions on Neural Networks, Vol. 1, pp. 179-191, 1990.
3. M. Frean, "A thermal perceptron learning rule", Neural Computation, Vol. 4, No. 6, pp. 946-957, 1992.
4. M. Marchand, M. Golea and P. Rújan, "A convergence theorem for sequential learning in two-layer perceptron", Europhysics Letters, Vol. 11, pp. 487-492, 1990.
5. H. Poulard and N. Hernandez, "Two efficient multiple-output constructive algorithms", Technical Report LAAS-CNRS, 1996. http://www.laas.fr/∼poulard/papers/
6. H. Poulard and S. Labrèche, "A new algorithm for learning threshold unit", Technical Report LAAS-CNRS, 1996. http://www.laas.fr/~poulard/papers/
7. C. Campbell and C.P. Vicente, "The Target Switch algorithm: a constructive learning procedure for feedforward neural networks", Neural Computation, Vol. 7, pp. 1245-1264, 1995.