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Articles by Noboru Murata

Geometry of EM and related iterative algorithms
12 November 2022 by Hideitsu Hino and others
Machine Learning
Fast and robust multiplane single molecule localization microscopy using deep neural network
7 January 2020 by Toshimitsu Aritake and others
Computer Vision and Pattern Recognition, Machine Learning
On a convergence property of a geometrical algorithm for statistical manifolds
27 September 2019 by Shotaro Akaho and others
Machine Learning
Transport Analysis of Infinitely Deep Neural Network
31 October 2018 by Sho Sonoda and Noboru Murata
Machine Learning
Integral representation of shallow neural network that attains the global minimum
10 October 2018 by Sho Sonoda and others
Machine Learning
Estimation of neural connections from partially observed neural spikes
21 January 2018 by Taishi Iwasaki and others
Neurons and Cognition, Quantitative Methods
Transportation analysis of denoising autoencoders: a novel method for analyzing deep neural networks
12 December 2017 by Sho Sonoda and Noboru Murata
Machine Learning
Double Sparse Multi-Frame Image Super Resolution
2 December 2015 by Toshiyuki Kato and others
Computer Vision and Pattern Recognition
Neural Network with Unbounded Activation Functions is Universal Approximator
29 November 2015 by Sho Sonoda and Noboru Murata
Neural and Evolutionary Computing, Machine Learning
Sparse Coding Approach for Multi-Frame Image Super Resolution
17 February 2014 by Toshiyuki Kato and others
Computer Vision and Pattern Recognition
Nonparametric Weight Initialization of Neural Networks via Integral Representation
24 December 2013 by Sho Sonoda and Noboru Murata
Machine Learning, Neural and Evolutionary Computing
Meissner effect in honeycomb arrays of multi-walled carbon nanotubes
23 March 2007 by N. Murata and others
Superconductivity, Mesoscale and Nanoscale Physics
Multiplicative Nonholonomic/Newton -like Algorithm
9 February 2000 by Toshinao Akuzawa and Noboru Murata
Machine Learning