This textbook comes from the expertise of , a long-time academic in the field. During the book's development, Dr. Kumar served as a Professor and Head of the Department of Physics and Computer Science at the Dayalbagh Educational Institute (Deemed University) in Agra, India, where he also coordinated the Neural Networks and Multimedia Labs. His deep involvement in teaching neural networks at both undergraduate and graduate levels directly informed the book's classroom-focused design and accessibility.
Professor Satish Kumar’s Neural Networks: A Classroom Approach (often referred to as the “blue-covered” or “green-covered” classic in academic circles) has long been revered for its . Unlike research papers or overly mathematical treatises, this book adopts a lecture-style delivery: step-by-step derivations, solved examples, and exercises that mirror classroom discussion. Neural Networks A Classroom Approach By Satish Kumar.pdf