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2020 – today
- 2021
[j5]Takashi Shinozaki
:
Biologically motivated learning method for deep neural networks using hierarchical competitive learning. Neural Networks 144: 271-278 (2021)- 2020
- [j4]Hirokazu Takahashi, Ali Emami, Takashi Shinozaki, Naoto Kunii, Takeshi Matsuo, Kensuke Kawai:
Convolutional neural network with autoencoder-assisted multiclass labelling for seizure detection based on scalp electroencephalography. Comput. Biol. Medicine 125: 104016 (2020) - [i3]Takashi Shinozaki:
Biologically-Motivated Deep Learning Method using Hierarchical Competitive Learning. CoRR abs/2001.01121 (2020)
2010 – 2019
- 2019
- [j3]Ali Emami, Naoto Kunii, Takeshi Matsuo, Takashi Shinozaki, Kensuke Kawai, Hirokazu Takahashi:
Autoencoding of long-term scalp electroencephalogram to detect epileptic seizure for diagnosis support system. Comput. Biol. Medicine 110: 227-233 (2019) - 2018
- [i2]Takashi Shinozaki:
Competitive Learning Enriches Learning Representation and Accelerates the Fine-tuning of CNNs. CoRR abs/1804.09859 (2018) - 2017
- [c4]Zhenying He, Takashi Shinozaki, Kimiaki Shirahama, Marcin Grzegorzek, Kuniaki Uehara:
Kobe University, NICT and University of Siegen at TRECVID 2017 AVS Task. TRECVID 2017 - [i1]Takashi Shinozaki:
Biologically Inspired Feedforward Supervised Learning for Deep Self-Organizing Map Networks. CoRR abs/1710.09574 (2017) - 2016
- [c3]Takashi Shinozaki:
Semi-supervised Learning for Convolutional Neural Networks Using Mild Supervisory Signals. ICONIP (4) 2016: 381-388 - [c2]Yasuyuki Matsumoto, Takashi Shinozaki, Kimiaki Shirahama, Marcin Grzegorzek, Kuniaki Uehara:
Kobe University, NICT and University of Siegen at TRECVID 2016 AVS Task. TRECVID 2016 - 2015
- [c1]Kimiaki Shirahama, Takashi Shinozaki, Yasuyuki Matsumoto, Marcin Grzegorzek, Kuniaki Uehara:
University of Siegen, Kobe University and NICT at TRECVID 2015 SIN and MED Tasks. TRECVID 2015 - 2013
- [j2]Takashi Shinozaki, Yasushi Naruse, Hideyuki Câteau:
Gap junctions facilitate propagation of synchronous firing in the cortical neural population: A numerical simulation study. Neural Networks 46: 91-98 (2013) - 2012
- [j1]Yoichi Miyawaki, Takashi Shinozaki, Masato Okada:
Spike suppression in a local cortical circuit induced by transcranial magnetic stimulation. J. Comput. Neurosci. 33(2): 405-419 (2012)
Coauthor Index
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