Takashi Shinozaki

According to our database, Takashi Shinozaki authored at least 12 papers between 2012 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Biologically motivated learning method for deep neural networks using hierarchical competitive learning.

Takashi Shinozaki

Neural Networks, 2021

2020

Biologically-Motivated Deep Learning Method using Hierarchical Competitive Learning.

Takashi Shinozaki

CoRR, 2020

Convolutional neural network with autoencoder-assisted multiclass labelling for seizure detection based on scalp electroencephalography.

Hirokazu Takahashi, Ali Emami, Takashi Shinozaki, Naoto Kunii, Takeshi Matsuo, Kensuke Kawai

Comput. Biol. Medicine, 2020

2019

Autoencoding of long-term scalp electroencephalogram to detect epileptic seizure for diagnosis support system.

Ali Emami, Naoto Kunii, Takeshi Matsuo, Takashi Shinozaki, Kensuke Kawai, Hirokazu Takahashi

Comput. Biol. Medicine, 2019

2018

Competitive Learning Enriches Learning Representation and Accelerates the Fine-tuning of CNNs.

Takashi Shinozaki

CoRR, 2018

2017

Biologically Inspired Feedforward Supervised Learning for Deep Self-Organizing Map Networks.

Takashi Shinozaki

CoRR, 2017

Kobe University, NICT and University of Siegen at TRECVID 2017 AVS Task.

Zhenying He, Takashi Shinozaki, Kimiaki Shirahama, Marcin Grzegorzek, Kuniaki Uehara

Proceedings of the 2017 TREC Video Retrieval Evaluation, 2017

2016

Kobe University, NICT and University of Siegen at TRECVID 2016 AVS Task.

Yasuyuki Matsumoto, Takashi Shinozaki, Kimiaki Shirahama, Marcin Grzegorzek, Kuniaki Uehara

Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

Semi-supervised Learning for Convolutional Neural Networks Using Mild Supervisory Signals.

Takashi Shinozaki

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015

University of Siegen, Kobe University and NICT at TRECVID 2015 SIN and MED Tasks.

Kimiaki Shirahama, Takashi Shinozaki, Yasuyuki Matsumoto, Marcin Grzegorzek, Kuniaki Uehara

Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

2013

Gap junctions facilitate propagation of synchronous firing in the cortical neural population: A numerical simulation study.

Takashi Shinozaki, Yasushi Naruse, Hideyuki Câteau

Neural Networks, 2013

2012

Spike suppression in a local cortical circuit induced by transcranial magnetic stimulation.

Yoichi Miyawaki, Takashi Shinozaki, Masato Okada

J. Comput. Neurosci., 2012