Takashi Shinozaki

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 9

Top Topics

Epileptic Seizures

Biologically Motivated

Competitive Learning

Convolutional Neural Networks

Top Venues

Comput. Biol. Medicine

Neural Networks

Publications

Takashi Shinozaki
Biologically motivated learning method for deep neural networks using hierarchical competitive learning. Neural Networks 144 (2021)
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 (2020)
Takashi Shinozaki
Biologically-Motivated Deep Learning Method using Hierarchical Competitive Learning. CoRR (2020)
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 (2019)
Takashi Shinozaki
Competitive Learning Enriches Learning Representation and Accelerates the Fine-tuning of CNNs. CoRR (2018)
Takashi Shinozaki
Biologically Inspired Feedforward Supervised Learning for Deep Self-Organizing Map Networks. CoRR (2017)
Zhenying He, Takashi Shinozaki, Kimiaki Shirahama, Marcin Grzegorzek, Kuniaki Uehara
Kobe University, NICT and University of Siegen at TRECVID 2017 AVS Task. TRECVID (2017)
Yasuyuki Matsumoto, Takashi Shinozaki, Kimiaki Shirahama, Marcin Grzegorzek, Kuniaki Uehara
Kobe University, NICT and University of Siegen at TRECVID 2016 AVS Task. TRECVID (2016)
Takashi Shinozaki
Semi-supervised Learning for Convolutional Neural Networks Using Mild Supervisory Signals. ICONIP (4) (2016)
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)
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 (2013)
Yoichi Miyawaki, Takashi Shinozaki, Masato Okada
Spike suppression in a local cortical circuit induced by transcranial magnetic stimulation. J. Comput. Neurosci. 33 (2) (2012)