Weight features for predicting future model performance of deep neural networks
- Yasunori Yamada
- Tetsuro Morimura
- 2016
- IJCAI 2016
Yasunori Yamada is a Senior Research Scientist and technical lead for the Digital Health group, IBM Research - Tokyo. He received his Ph.D. in Information Science & Technology from the University of Tokyo and joined IBM in 2015. His research interests include neuroscience, embodied intelligence, cognitive science, behavioral science, and digital health.
External Awards
Invited Talk
'Digital Health - Behavioral analysis for neurological disorders and mental health,
at the 20th seminar of Yocho-gaku, Nagoya University, Nov, 2024.
'Speech and language analysis for early detection of Alzheimer’s disease',
in Asia-Pacific Association for Machine Translation, Jul, 2024.
'Behavioral analysis for early detection of Alzheimer’s disease',
in Regional IPA/JPS Meeting, Sep, 2021.
'Behavioral features for elderly health monitoring',
in Rapid-2018 (Workshop of LREC), May, 2018.
Workshop of Scientific Approach for Philosophical Issues of Mind, December, 2017.
'Simulating cortical learning of the human fetus via sensorimotor experiences',
in the 59th Annual Meeting of the Japanese Society of Child Neurology, June, 2017.
Workshop about Machine Learning, Information Theory, and Neuroscience, March, 2017.
'An Embodied Brain Model of the Human Fetus',
in the 4th International Symposium on Cognitive Neuroscience Robotics, March, 2017.
'Brain and musculoskeletal models for motor and cognitive deficits'
in Computational Biology Seminar at IBM Thomas J. Watson Research Center, Jul, 2016
'Large-scale cortical simulation for human development & brain disorders'
in Computational Biology Seminar at IBM Thomas J. Watson Research Center, Feb, 2016.
Biography
BS of Engineering (2010)
The University of Tokyo, Japan
MA of Information Science & Technology (2012)
The University of Tokyo, Japan
Ph.D. student (2012-2015)
Grad. School of Information Science & Technology, The University of Tokyo, Japan
A research fellow (2012-2015)
in Japan Society for the Promotion of Science (JSPS)
Researcher (2015-)
in IBM Research - Tokyo
Research of my phD http://www.isi.imi.i.u-tokyo.ac.jp/~y-yamada/index.html