Rule Extraction from Recurrent Neural Networks: A Taxonomy and Review Neural Comp. 2005. 17:1223-1263.
[Abstract][Full Text][PDF]
Eric E. Thomson and William B. Kristan
Quantifying Stimulus Discriminability: A Comparison of Information Theory and Ideal Observer Analysis Neural Comp. 2005. 17:741-778.
[Abstract][Full Text][PDF]
Simone Fiori
Nonlinear Complex-Valued Extensions of Hebbian Learning: An Essay Neural Comp. 2005. 17:779-838.
[Abstract][Full Text][PDF]
Florentin Worgotter and Bernd Porr
Temporal Sequence Learning, Prediction, and Control: A Review of Different Models and Their Relation to Biological Mechanisms Neural Comp. 2005. 17:245-319.
[Abstract][Full Text][PDF]
Jiri Sima and Pekka Orponen
General-Purpose Computation with Neural Networks: A Survey of Complexity Theoretic Results Neural Comp. 2003. 15:2727-2778.
[Abstract][Full Text][PDF]
Guilherme de A. Barreto, Aluizio F. R. Araujo, and Stefan C. Kremer
A Taxonomy for Spatiotemporal Connectionist Networks Revisited: The Unsupervised Case Neural Comp. 2003. 15:1255-1320.
[Abstract][Full Text][PDF]
Zhe Chen and Simon Haykin
On Different Facets of Regularization Theory Neural Comp. 2002. 14:2791-2846.
[Abstract][Full Text][PDF]
Stefan C. Kremer
Spatiotemporal Connectionist Networks: A Taxonomy and Review Neural Comp. 2001. 13:249-306.
[Abstract][Full Text][PDF]
Amit Manwani and Christof Koch
Detecting and Estimating Signals over Noisy and Unreliable Synapses: Information-Theoretic Analysis Neural Comp. 2001. 13:1-33.
[Abstract][Full Text][PDF]
M. L. Hines and N. T. Carnevale
Expanding NEURON's Repertoire of Mechanisms with NMODL Neural Comp. 2000. 12:995-1007.
[Abstract][Full Text][PDF]
Sam Roweis and Zoubin Ghahramani
A Unifying Review of Linear Gaussian Models Neural Comp. 1999. 11:305-345.
[Abstract][PDF]