Computer Science Program

Hiroyuki Kameda


In my research laboratory, we have been engaged in a wide range of research fields to clarify still unmeasurable and uncovered human intelligence scientifically, so that we can apply its acquired knowledge to computer software. The followings are research topics we are now interested in, for example:
(1) Blockchain3.0 technology to keep reliability of knowledge that AI systems discover and create automatically from other data and knowledge other computers acquire,
(2) clarifying a computational model of human higher brain functions to create games of tailor-made cognitive rehabilitation programs based on it, and
(3) smart NLP (Natural Language Processing) systems with ability of acquiring unknown words and syntactic rules inductively based on ILP (Inductive Logic Programming) methodology.

Name

Hiroyuki Kameda

Department/Research Field

Cognitive Science, Medical Engineering, Linguistic informatics



Research content
Recently, some AI systems with deep learning functions, for example, Watson, Alpha-go, and etc. have indeed surpassed a human, but they do not still contribute to elucidate the mechanism of human intelligent in details. On the other hand, the scientific elucidation of mechanism of higher brain functions in humans has a possibility to give a strong impact on our society, because it leads to the emerge of a new stage of medical treatment, rehabilitation, and education, which require the tailor-made-ness of the fields of medicine, health care, education, and etc. From this point of view, we have been engaged in implementation a computational model of higher brain functions in humans, and in application it to cognitive rehabilitation.
Hiroyuki Kameda
Figure 2. Cognitive Rehabilitation Game.

Research theme

1. Implementation of cognitive rehabilitation games based on a computational model of higher brain functions

Research keywords
cognitive rehabilitation games , higher brain function model
Lab link

http://kameken.clique.jp/