Aimed at neuroscientists, coputer scientists, electrical engineers and mathematicians, this book presents the proceedings of the 5th Italian Workshop on Neural Nets. Papers cover subjects such as equivalent architectures of multi-layer perceptrons; evolving ability to respond to time in inhibition in attractor neural networks; holographic networks in econometry; and speaker recognition over telephone lines.