Journal: Neural Computation

Volume 8, Issue 1

1 -- 40Wolfgang Maass 0001. Lower Bounds for the Computational Power of Networks of Spiking Neurons
41 -- 43Raúl Rojas. A Short Proof of the Posterior Probability Property of Classifier Neural Networks
44 -- 66Fabrizio Gabbiani, Christof Koch. Coding of Time-Varying Signals in Spike Trains of Integrate-and-Fire Neurons with Random Threshold
67 -- 84D. A. August, William B. Levy. A simple spike train decoder inspired by the sampling theorem
85 -- 93K. I. Blum, L. F. Abbott. A model of spatial map formation in the hippocampus of the rat
94 -- 114Christiane Linster, Claudine Masson. A Neural Model of Olfactory Sensory Memory in the Honeybee's Antennal Lobe
115 -- 128Rick L. Jenison, Kate Fissell. A Spherical Basis Function Neural Network for Modeling Auditory Space
129 -- 151Lei Xu 0001, Michael I. Jordan. On Convergence Properties of the EM Algorithm for Gaussian Mixtures
152 -- 163Robert Tibshirani. A Comparison of Some Error Estimates for Neural Network Models
164 -- 177H. N. Mhaskar. Neural Networks for Optimal Approximation of Smooth and Analytic Functions
178 -- 181David J. C. MacKay. Equivalence of Linear Boltzmann Chains and Hidden Markov Models
182 -- 201Eric A. Wan, Françoise Beaufays. Diagrammatic Derivation of Gradient Algorithms for Neural Networks
202 -- 214David Barber, David Saad. Does Extra Knowledge Necessarily Improve Generalization?