Sahni M. Neural Networks,...Mathematical Modeling and Applications 2023

Textbook in PDF format

This textbook comprehensively discusses the latest mathematical modeling techniques and their applications in various areas such as fuzzy modeling, signal processing, neural network, machine learning, image processing, and their numerical analysis. It further covers image processing techniques such as the Viola-Jones method for face detection and fuzzy approach for person video emotion. It will serve as an ideal reference text for graduate students and academic researchers in the fields of mechanical engineering, electronics, communication engineering, computer engineering, and mathematics.
Features
• Discusses applications of neural networks, machine learning, image processing, and mathematical modeling
• Provides simulation techniques in machine learning and image processing-based problems
• Highlights artificial intelligence and machine learning techniques in the detection of diseases
• Introduces mathematical modeling techniques such as wavelet transform, modeling using differential equations, and numerical techniques for multi-dimensional data
• Includes real-life problems for better understanding
This book presents mathematical modeling techniques such as wavelet transform, differential equations, and numerical techniques for multi-dimensional data. It will serve as an ideal reference text for graduate students and academic researchers in diverse engineering fields such as mechanical, electronics and communication, and computer engineering