| DETAIL SUR L'OUVRAGE | ||
|---|---|---|
|
|
Auteur: Terrence J. Sejnowski ISBN: Maison Ed.: Massachusetts Institute of Technology Ville Ed.: Année Ed.: 2018 Domaine: Intelligence Artificielle Rayon: T Catégorie: Livres |
The Deep Learning Revolution by Terrence J. Sejnowski is a comprehensive exploration of the transformative impact of deep learning on artificial intelligence (AI), machine learning, and neuroscience. Drawing on his decades of experience as a leading researcher in the field, Sejnowski provides an accessible yet detailed account of the development of deep learning algorithms and their ability to mimic the brain's neural networks. The book traces the history of AI, highlighting key breakthroughs, including the development of neural networks, and the pivotal moment when deep learning techniques, powered by large datasets and increased computational power, began to revolutionize a wide array of industries. Sejnowski explains how deep learning algorithms have enabled machines to achieve remarkable feats such as image recognition, natural language processing, and playing complex games like Go and chess. The author delves into the intersection of neuroscience and deep learning, shedding light on how insights from the brain have inspired the development of artificial neural networks. He also discusses the societal implications of AI, from its impact on jobs and ethics to its potential to solve pressing global challenges Ouvrir le fichier |