Studies in Computational Intelligence: Bridging Logic and Learning

Bhuyan, Bikram Pratim; Ramdane-Cherif, Amar; Singh, Thipendra P.; Tomar, Ravi

This book highlights and attempts to fill a crucial gap in the existing literature by providing a comprehensive exploration of the emerging field of neuro-symbolic AI. It introduces the concept of neuro-symbolic AI, highlighting its fusion of symbolic reasoning and machine learning. The book covers symbolic AI and knowledge representation, neural networks and deep learning, neuro-symbolic integration approaches, reasoning and inference techniques, applications in healthcare and robotics, as well as challenges and future directions. By combining the power of symbolic logic and knowledge representation with the flexibility of neural networks, neuro-symbolic AI offers the potential for more interpretable and trustworthy AI systems. This book is a valuable resource for researchers, practitioners, and students interested in understanding and applying neuro-symbolic AI.

Details

Published by: Springer

Publication Date: 2024-12-23

Format: Hardcover

ISBN-13: 9789819781706

DOI: 10.1007/978-981-97-8171-3

Dimensions: 235cm x155cm

Pages: 358