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These papers cover a range of topics, owing to the cross-disciplinary character of the workshop at which they were presented. Coverage includes: experiments and models concerning the dynamics of the neural activity in the cortex (DMS experiments, attractor dynamics in the cortex, spontaneous activity); hippocampus, space and memory; theoretical advances in neural network modelling; information processing in neural networks; applications of neural networks to experimental physics, particularly to high-energy physics; and digital and analog hardware implementations of neural networks.