Connectionists: Explainable AI: From Deep Learning to Adaptive Resonance

[Grossberg, Stephen]

Dear Colleagues,

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 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.
https://doi.org/10.3389/fnbot.2020.00036

Best,

Steve Grossberg


Stephen Grossberg
http://en.wikipedia.org/wiki/Stephen_Grossberg
http://scholar.google.com/citations?user=3BIV70wAAAAJ&hl=en
https://youtu.be/9n5AnvFur7I
https://www.youtube.com/watch?v=_hBye6JQCh4

Wang Professor of Cognitive and Neural Systems
Director, Center for Adaptive Systems
Professor Emeritus of Mathematics & Statistics,
       Psychological & Brain Sciences, and Biomedical Engineering
Boston University
sites.bu.edu/steveg
steve at bu.edu

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