Mathematical Perspectives on Neural Networks

This Handbook offers the first comprehensive reference guide to the interdisciplinary field of abductive cognition, providing readers with extensive information on the process of reasoning to hypotheses in humans, animals, and in computational machines. It highlights the role of abduction in both theory practice: in generating and testing hypotheses and explanatory functions for various purposes and as an educational device. It merges logical, cognitive, epistemological and philosophical perspectives with more practical needs relating to the application of abduction across various disciplines and practices, such as in diagnosis, creative reasoning, scientific discovery, diagrammatic and ignorance-based cognition, and adversarial strategies.

"The science of AI: Exploring the Depths of Artificial Intelligence"
Delve into the intricacies of Artificial Intelligence (AI) and Deep Learning through this comprehensive journey that illuminates the core facets shaping our technological landscape. From its historical genesis to futuristic horizons, this book is a compelling guide that navigates the vast terrain of AI with unparalleled depth and insight.