Toward Human-Level Artificial Intelligence: How Neuroscience Can Inform the Pursuit of Artificial General Intelligence or General AI
Autor Eitan Michael Azoffen Limba Engleză Hardback – 18 sep 2024
- The focus on visual processing and thinking and the possible role of brain lateralization toward visual thinking and intelligence.
- Diffuse decision making by ensembles of neurons.
- The inside-out model to give HLAI an inner "life" and the possible role for cognitive architecture implementing the scientific method through the plan-do-check-act cycle within that model (learning to learn).
- A neuromodulation feature such as a machine equivalent of dopamine that reinforces learning.
- The embodied HLAI machine, a neurorobot, that interacts with the physical world as it learns.
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Specificații
ISBN-13: 9781032831305
ISBN-10: 1032831308
Pagini: 192
Ilustrații: 58
Dimensiuni: 156 x 234 x 16 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Locul publicării:Boca Raton, United States
ISBN-10: 1032831308
Pagini: 192
Ilustrații: 58
Dimensiuni: 156 x 234 x 16 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Locul publicării:Boca Raton, United States
Public țintă
Academic, General, Professional Practice & Development, Undergraduate Advanced, and Undergraduate CoreNotă biografică
Eitan Michael Azoff, PhD, is Chief Analyst at Cloud and Data Center Research Practice, Omdia, part of Informa.
Cuprins
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
Descriere
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.