New research mimics human memory to create smarter machines

New Research Mimics Human Memory to Build Smarter Machines

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Telegraph
New Research Mimics Human Memory to Build Smarter Machines

New Research Mimics Human Memory to Build Smarter Machines. A new artificial intelligence framework inspired by human memory could make machines more efficient, adaptable, and capable of reasoning. A paper recently published in the journal "Engineering" proposes a new approach to artificial intelligence that models the functions of human memory. The research aims to overcome key limitations of current large models like ChatGPT and lay the foundation for more efficient, cognitively intelligent artificial intelligence systems. While large models have demonstrated impressive performance in a range of applications, they also have significant flaws. These flaws include high data and computational requirements, susceptibility to catastrophic forgetting, and limited logical reasoning ability. According to this research, these issues stem from the basic design of artificial neural networks, their...