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Takashi Matsubara
Takashi Matsubara
Verified email at sys.es.osaka-u.ac.jp - Homepage
Title
Cited by
Cited by
Year
Deep learning for stock prediction using numerical and textual information
R Akita, A Yoshihara, T Matsubara, K Uehara
2016 IEEE/ACIS 15th International Conference on Computer and Information …, 2016
2872016
Data augmentation using random image cropping and patching for deep CNNs
R Takahashi, T Matsubara, K Uehara
IEEE Transactions on Circuits and Systems for Video Technology 30 (9), 2917-2931, 2019
1812019
RICAP: Random image cropping and patching data augmentation for deep cnns
R Takahashi, T Matsubara, K Uehara
Asian conference on machine learning, 786-798, 2018
672018
A generalized rotate-and-fire digital spiking neuron model and its on-FPGA learning
T Matsubara, H Torikai, T Hishiki
IEEE Transactions on Circuits and Systems II: Express Briefs 58 (10), 677-681, 2011
592011
Asynchronous cellular automaton-based neuron: theoretical analysis and on-FPGA learning
T Matsubara, H Torikai
IEEE transactions on neural networks and learning systems 24 (5), 736-748, 2013
562013
Classification and characterisation of brain network changes in chronic back pain: A multicenter study
H Mano, G Kotecha, K Leibnitz, T Matsubara, C Sprenger, A Nakae, ...
Wellcome open research 3, 2018
552018
An asynchronous recurrent network of cellular automaton-based neurons and its reproduction of spiking neural network activities
T Matsubara, H Torikai
IEEE Transactions on Neural Networks and Learning Systems 27 (4), 836-852, 2015
362015
Deep neural generative model of functional MRI images for psychiatric disorder diagnosis
T Matsubara, T Tashiro, K Uehara
IEEE Transactions on Biomedical Engineering 66 (10), 2768-2779, 2019
342019
Stock price prediction by deep neural generative model of news articles
T Matsubara, R Akita, K Uehara
IEICE TRANSACTIONS on Information and Systems 101 (4), 901-908, 2018
322018
Image generation using generative adversarial networks and attention mechanism
Y Kataoka, T Matsubara, K Uehara
2016 IEEE/ACIS 15th International Conference on Computer and Information …, 2016
302016
Deep Energy-Based Modeling of Discrete-Time Physics
T Matsubara, A Ishikawa, T Yaguchi
Advances in Neural Information Processing Systems 33, 2020
172020
A novel weight-shared multi-stage CNN for scale robustness
R Takahashi, T Matsubara, K Uehara
IEEE Transactions on Circuits and Systems for Video Technology 29 (4), 1090-1101, 2018
17*2018
Neuron-like responses and bifurcations of a generalized asynchronous sequential logic spiking neuron model
T Matsubara, H Torikai
IEICE Transactions on Fundamentals of Electronics, Communications and …, 2012
152012
Guidelines for creating artificial neural network empirical interatomic potential from first-principles molecular dynamics data under specific conditions and its application to …
K Shimamura, S Fukushima, A Koura, F Shimojo, M Misawa, RK Kalia, ...
The Journal of Chemical Physics 151 (12), 124303, 2019
142019
Anomaly machine component detection by deep generative model with unregularized score
T Matsubara, R Tachibana, K Uehara
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
142018
Scale-invariant recognition by weight-shared cnns in parallel
R Takahashi, T Matsubara, K Uehara
Asian Conference on Machine Learning, 295-310, 2017
142017
Hypernetwork-based implicit posterior estimation and model averaging of cnn
K Ukai, T Matsubara, K Uehara
Asian Conference on Machine Learning, 176-191, 2018
132018
Semi-supervised learning using adversarial networks
R Tachibana, T Matsubara, K Uehara
2016 IEEE/ACIS 15th International Conference on Computer and Information …, 2016
132016
A novel asynchronous digital spiking neuron model and its various neuron-like bifurcations and responses
T Matsubara, H Torikai
The 2011 International Joint Conference on Neural Networks, 741-748, 2011
112011
Automatic manga colorization with color style by generative adversarial nets
Y Kataoka, T Matsubara, K Uehara
2017 18th IEEE/ACIS International Conference on Software Engineering …, 2017
102017
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