Host: The Japanese Society for Artificial Intelligence
Name : The 35th Annual Conference of the Japanese Society for Artificial Intelligence
Number : 35
Location : [in Japanese]
Date : June 08, 2021 - June 11, 2021
In order to elucidate human perceptual functions, it is necessary to consider both bottom-up information processing, in which stimulus information received from the sensory organs is encoded into symbolic information, and top-down information processing, which is objective-oriented and based on memory, beliefs, and context. In this paper, we take the ResNet50 image classification problem as an example task, and conduct a basic study on the information processing when humans make judgments about visual information with ambiguities, and discuss the computation by which working memory during task execution penetrates the discrimination results of the model in a top-down manner.
