[Comp-neuro] Explainable AI: Overcoming problems of Deep Learning problems with Adaptive Resonance
steve at bu.edu
Thu Jul 2 17:45:35 CEST 2020
There's currently a lot of interest in AI, notably Deep Learning, and in achieving autonomous adaptive intelligence. The following new article summarizes foundational problems of reliability and trustworthiness of Deep Learning, explains how Adaptive Resonance overcomes them, and outlines a blueprint for achieving autonomous adaptive intelligence:
Grossberg, S. (2020). A path towards Explainable AI and autonomous adaptive intelligence:
Deep Learning, Adaptive Resonance, and models of perception, emotion, and action.
Frontiers in Neurobotics, June 25, 2020.
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