Toward Human-Level Artificial Intelligence - How neuroscience can inform the pursuit of artificial general intelligence or general AI

This book serves a dual purpose: first, offering a comprehensive survey of neuroscience and AI research pertinent to advancing towards human-level AI (HLAI), presenting key ideas and references for further exploration; second, it synthesizing these concepts to propose strategies for achieving HLAI.

Sommario

Chapter 1 AI and machine learning. Chapter 2 Elements of neural networks history. Chapter 3 Brain properties. Chapter 4 Cognitive processes. Chapter 5 Time and space in the brain. Chapter 6 Theories of consciousness. Chapter 7 Neurorobotics: Embodied AI. Chapter 8 Engineered brain architectures. Chapter 9 AI hardware. Chapter 10 The possibility of creating HLAI.Chapter 11 Methods to build HLAI. Chapter 12 Beyond HLAI

Info autore

Eitan Michael Azoff, PhD, is Chief Analyst at Cloud and Data Center Research Practice, Omdia, part of Informa.

Riassunto

This book serves a dual purpose: first, offering a comprehensive survey of neuroscience and AI research pertinent to advancing towards human-level AI (HLAI), presenting key ideas and references for further exploration; second, it synthesizing these concepts to propose strategies for achieving HLAI.

Dettagli sul prodotto

• Autori: Eitan Michael Azoff
• Editore: Taylor and Francis
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 18.09.2024
• EAN: 9781032829074
• ISBN: 978-1-03-282907-4
• Pagine: 176
• Peso: 394 g
• Illustrazioni: schwarz-weiss Illustrationen, farbige Illustrationen, Raster, farbig, Zeichnungen, schwarz-weiss, Zeichnungen, farbig
• Categorie: Scienze naturali, medicina, informatica, tecnica > Medicina > Tematiche generali; Artificial Intelligence, SCIENCE / Life Sciences / Neuroscience, Neurosciences, COMPUTERS / Artificial Intelligence / General, deep learning;neural networks;neurons;cognition;GPU