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Memory Augmented AI

Authors: Grimaldi, Michele;

Memory Augmented AI

Abstract

"Memory and Artificial Intelligence: Structures, Models, and Implementation for Advanced Cognitive Systems" Memory is a fundamental element of human cognition, but how can it be replicated in artificial intelligence systems? This article explores the structures of biological memory and their implementation in AI, analyzing advanced models such as LSTM, Differentiable Neural Computers (DNC), Retrieval-Augmented Generation (RAG), and Variational Auto-Encoders (VAE). Understand the link between human and artificial memory Discover how to create an adaptive and stable memory system for AI Analyze the most advanced cognitive architectures (Soar, CRAM, LIDA, SASE) Explore the concept of holographic memory to simulate neural plasticity For researchers, developers, and AI enthusiasts who want to build more advanced cognitive systems. Read the article and discover the future of memory in machines!

Keywords

Cognitive robots, Artificial Intelligence, Memory, Computers, Computer Systems, Autonomous robots, Computer vision, Computer hardware, Memory/physiology

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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