Noriyasu Homma
Professor
Research Division on Advanced Information Technology, Cybers
Tohoku University
Japan
Biography
Dr. Masafumi Goto, is a Professor of Advanced Surgical Science and Technology, at Tohoku University School of medicine. He is M.D. and Ph.D. His research themes are Revelation of the information processing mechanisms in the neuronal circuit of cortico-basal ganglia loop, Development of highly intelligent medical instruments, Improvement of X-ray CT image quality. Research Keywords for him are basal ganglia, Parkinson’s disease, calcium, image-guided radiation therapy, computer-aided diagnosis.
Research Interest
calcium imaging, MRI, X-ray CT, computational intelligence, machine learning
Publications
-
Bukovsky, I., Bila, J., Gupta, M. M., Hou, Z. G., & Homma, N. (2010). Foundation and classification of nonconventional neural units and paradigm of nonsynaptic neural interaction. In Discoveries and breakthroughs in cognitive informatics and natural intelligence (pp. 508-523). IGI Global.
-
Bukovsky, I., Homma, N., Smetana, L., Rodriguez, R., Mironovova, M., & Vrana, S. (2010, July). Quadratic neural unit is a good compromise between linear models and neural networks for industrial applications. In Cognitive Informatics (ICCI), 2010 9th IEEE International Conference on (pp. 556-560). IEEE.
-
Zhang, X., Homma, N., Goto, S., Kawasumi, Y., Ishibashi, T., Abe, M., ... & Yoshizawa, M. (2013). A hybrid image filtering method for computer-aided detection of microcalcification clusters in mammograms. Journal of Medical Engineering, 2013.
-
Gupta, M. M., Bukovsky, I., Homma, N., Solo, A. M., & Hou, Z. G. (2012). Fundamentals of Higher Order Neural Networks for. Network and Communication Technology Innovations for Web and IT Advancement, 103.
-
HOMMA, N., & GUPTA, M. M. (2002). < Original Papers> A General Second-order Neural Unit. Bulletin of College of Medical Sciences, Tohoku University, 11(1), 1-6.
-
Gupta, M., Jin, L., & Homma, N. (2004). Static and dynamic neural networks: from fundamentals to advanced theory. John Wiley & Sons.
