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Showing posts with the label motifs

role of dynamical motifs in neural networks

Cognitive Flexibility and Its Role in Human Intelligence The Importance of Cognitive Flexibility Cognitive flexibility, the capacity of swiftly transition between diverse thoughts and conce pts, is a significant human strength. This vital skill under pins multi-tasking, quick learning, and ada ptability to novel environments. Current Limitations in Artificial Intelligence While artificial intelligence has made great strides, it has yet to match human cognitive flexibility,  particularly in the context of skill acquisition and task-switching. A dee per ex ploration of how biological neural circuits facilitate these ca pabilities could be key to creating more ada ptable AI systems. Advances in Neural Com putations Recently, com puter scientists and neuroscientists have begun ex ploring neural com putations through the use of artificial neural networks. However, these networks are  predominantly trained to handle s pecific tasks one at a time rather than addressing multi ple tas...