Memory And Sleep: A Computational Understanding
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A01=Zhe Sage Chen
Artificial Intelligence (AI)
Author_Zhe Sage Chen
Brain
Brain Disorders
Brain Rhythms
Brain-machine Interface
Brainwave
Brainwave Entrainment
Category=JMR
Category=PSAN
Computational Neuroscience
Digital Twin Brain
Dream
Episodic Memory
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Hippocampus
Hippocampus Prostheses
Learning
Memory
Memory Consolidation
Neural Networks
Neural Oscillation
NeuroAI
Neuroethics
Neurostimulation
Procedural Memory
Reinforcement Learning
Semantic Memory
Sleep
Synaptic Plasticity
Targeted Memory Reactivation
Working Memory
Product details
- ISBN 9789819829040
- Publication Date: 30 May 2026
- Publisher: World Scientific Publishing Co Pte Ltd
- Publication City/Country: SG
- Product Form: Hardback
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The book provides a general introduction to memory and sleep, focusing on computational understanding of the concepts. It includes both fundamental and advanced topics about the process of learning in biological and computational systems, neurotechnology, NeuroAI, and neuroethics.It systematically covers major categories of memory; neural substrates of memory; brainwaves and their relationship to memory; the role of sleep in memory; dreaming; and memory consolidation.It includes important historical accounts and anecdotes of scientific discoveries. It has fifty-eight illustrations, and hundreds of notes and references.It bridges the gap between memory and computation. It provides novel computational perspectives of brain disorders and mental illnesses. It includes discussions on many computational models such as the attractor network, predictive coding, Bayesian inference, and reinforcement learning.It provides documented clinical observations and patient stories of memory-related diseases (such as amnesia).It discusses stem cells, organoids, memory manipulation, closed-loop neural interfaces, cutting-edge AI, neurotechnology, and their roles in future memory research.
