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2 produkter
2 produkter
Del 2801 - Communications in Computer and Information Science
Cellular Automata Technology
5th Asian Symposium, ASCAT 2026, Calicut, India, February 25–27, 2026, Revised Selected Papers
Häftad, Engelska, 2026
773 kr
Skickas inom 10-15 vardagar
This book constitutes the refereed conference proceedings of the 5th Asian Symposium on Cellular Automata Technology, ASCAT 2026, held in Calicut, India, during February 25–27, 2026.The 20 full papers included in this book were carefully reviewed and selected from 41 submissions.They focus on cellular automata, both as a technological framework and as a model of computation across diverse fields.
1 210 kr
Skickas inom 7-10 vardagar
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.The book focuses on real-world applications of CA, such as in Computational Biology, where CAML models protein chains to predict mutations linked to human diseases, using carefully designed CA rule sequences for each amino acid. Another significant application is in multi-language Sentiment Analysis, where the model analyzes text in five languages (Hindi, Arabic, English, Greek, and Georgian), without relying on pre-trained language models.CAML uses CA rules for Unicode character modeling, offering a transparent, interpretable prediction algorithm.Overall, CAML aims to drive industrial and societal applications of CA, with an emphasis on transparent results and efficient hardware design through CA’s regular, modular, and scalable structure.