Neuro-Symbolic Artificial Intelligence

£159.99

Neuro-Symbolic Artificial Intelligence

Bridging Logic and Learning

Mathematical modelling Robotics Artificial intelligence Human–computer interaction

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

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Collection: Studies in Computational Intelligence

Language: English

Published by: Springer

Published on: 22nd December 2024

Format: LCP-protected ePub

ISBN: 9789819781713


Introduction

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.

Coverage

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.

Benefits

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.

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