New Kind of Machine Learning–Cellular Automata Model
New Kind of Machine Learning–Cellular Automata Model
English | 2025 | ISBN: 9819615003 | 411 Pages | PDF EPUB (True) | 38 MB
English | 2025 | ISBN: 9819615003 | 411 Pages | PDF EPUB (True) | 38 MB
This book introduces the CAML model, a novel integration of Cellular Automata (CA) and Machine Learning (ML), designed to deliver efficient computation with minimal training data and low computing resources. CAML operates through two key perspectives: one where CA is enhanced by ML to handle complex non-linear evolution, and another where CA strengthens ML by leveraging linear CA evolution to process linear functions effectively.