Isao Ishikawa

1. Universality of Group Convolutional Neural Networks Based on Ridgelet Analysis on Groups
   2022/05/30 by Sho Sonoda, Sonoda, Sho, Isao Ishikawa +3 · 2 citations
   Neuroscience · Computer Science · Engineering · #Brain Tumor Detection and Classification #Medical Image Segmentation Techniques #Sparse and Compressive Sensing Techniques
2. Metric on Nonlinear Dynamical Systems with Perron-Frobenius Operators
   2018/05/31 by Isao Ishikawa, Keisuke Fujii, Ishikawa, Isao +7 · 1 citation
   Mathematics · Agricultural and Biological Sciences · #Morphological variations and asymmetry #Advanced Scientific Research Methods
3. Universal approximation property of invertible neural networks
   2022/04/15 by Isao Ishikawa, Takeshi Teshima, Ishikawa, Isao +9 · 1 citation
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
4. Deep Ridgelet Transform and Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines
   2024/05/22 by Sho Sonoda, Yuka Hashimoto, Sonoda, Sho +5 · 2 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematical Analysis and Transform Methods #Mathematical Approximation and Integration #Matrix Theory and Algorithms #Representation Theory (math.RT)