This book presents contributions of researchers working in Neuroscience, Brain Theory and Artificial Intelligence discussing experimental and conceptual approaches to the understanding of frontier problems such as processing of sensory information, visual processing, learning and knowledge representation, motor integration and the constru#tion of complex automata. The methods cover a wide variety of approaches and techniques from single channel analysis in neuronal membranes to learning processes in neural network models and those techniques used for symbolic processing in distributed artificial intelligence.