Short bio
PhD University of Tsukuba
Research project
Multiscale physics and wavelet transform.
Short abstract
In physics, multiscale phenomena are captured by the renormalization group. Wavelet transform is useful in analyzing multiscale behaviors. We investigate the relation between the renormalization group and the wavelet transform. Then we wish to obtain insight into how features are extracted hierarchically in neural networks.