Events
CHAIN ACADEMIC SEMINAR #15
From Artificial Failure to Artificial Perception
Title
From Artificial Failure to Artificial Perception
Abstract
Complex systems fail. I argue that the nature of these failures can be a blueprint characterizing living organisms and biological intelligence. Perception offers a convenient testbed for this idea: Artificial Intelligence has been focused on reproducing hman’s perceptual successes in object recognition, classification, and video prediction. However, in reality, human perception has numerous flaws, some of which are shared with other animals; perception has not evolved to reach perfect accuracy, but to be useful. Through the example of perceptual illusions and memory failures, I will try to convince you that imitating biological successes can be misleading; and that imitating failures offers a path towards understanding and emulating intelligence in artificial systems.
主催:北海道大学人間知・脳・AI研究教育センター
共催:科学研究費補助金 基盤研究(A) 「意識変容の現象学──哲学・数学・神経科学・ロボティクスによる学際的アプローチ」(20H00001 代表者田口茂)