Wolfram Schultz: Reward Responses of Dopamine Neurons: A Biological Reinforcement Signal.
3-12
Henry Markram, Misha Tsodyks: The Information Content of Action Potential Trains - A Synaptic Basis.
13-23
Robert Miller: Cortical Cell Assemblies, Laminar Interaction, and Thalamocortical Interplay.
25-30
Nicolas Brunel: Cross-Correlations in Sparsely Connected Recurrent Networks of Spiking Neurons.
31-36
Igor V. Tetko, Alessandro E. P. Villa: A Comparative Study of Pattern Detection Algorithm and Dynamical System Approach Using Simulated Spike Trains.
37-42
Jean Rouat: Spatio-Temporal Pattern Recognition with Neural Networks: Application to Speech.
43-48
Petr Lánský, Vera Lánská: Noise in Integrate-and-Fire Models of Neuronal Dynamics.
49-54
Volker Steuber, David J. Willshaw: How a Single Purkinje Cell Could Learn the Adaptive Timing of the Classically Conditioned Eye-Blink Response.
115-120
Walter Senn, Misha Tsodyks, Henry Markram: An Algorithm for Synaptic Modification Based on Exact Timing of Pre- and Post-Synaptic Action Potentials.
121-126
Lubica Benusková: Modeling Plasticity in Rat Barrel Cortex Induced by One Spared Whisker.
127-132
Raymond Kohli, Peter G. H. Clarke: Mathematical Analysis of Competition Between Sensory Ganglion Cells for Nerve Growth Factor in the Skin.
133-138
Björn Dobrzewski, D. Ruwish, Mathias Bode: Wave Propagation in Self-Organizing Feature Maps as a Means for the Representation of Temporal Sequences.
661-666
Nicolas Pican: Contextual Kohonen SOM with Orthogonal Weight Estimator Principle.
667-672
Part 5:
Robotics, Adaptive Autonomous Agents, and Control
Helge Ritter: Self-Organizing Maps for Robot Control.
675-684
Inman Harvey: Cognition is Not Computation; Evolution is Not Optimisation.
685-690
Christian Scheier, Rolf Pfeifer: Information Theoretic Implications of Embodiment for Neural Network Learning.
691-696
Jun Tani: Visual Attention and Learning of a Cognitive Robot.
697-702
Steffen Egner, Christian Scheier: Feature Binding Through Temporally Correlated Neural Activity in a Robot Model of Visual Perception.
703-708
Fan Yang, Michel Paindavoine, Hervé Abdi: A Pre-Processing Technique Based on the Wavelet Transform for Linear Autoassociators with Applications to Face Recognition.
925-930
Kunihiko Fukushima, Hideki Hashimoto: Recognition and Segmentation of Components of a Face by a Multi-Resolution Neural Network.
931-936
Thomas Ragg, Steffen Gutjahr: Building High Performant Classifiers by Integrating Bayesian Learning, Mutual Information and Committee Techniques - A Case Study in Time Series Prediction.
1023-1028
Younès Bennani, Fabrice Bossaert, Elisabeth Didelet: Linear and Nonlinear Combinations of Connectionist Models for Local Diagnosis in Real-Time Telephone Network Traffic Management.
1089-1094