Takuya Tanaka

株式会社リコー / R&D Engineer (Machine Learning)

Takuya Tanaka

株式会社リコー / R&D Engineer (Machine Learning)

Takuya Tanaka

株式会社リコー / R&D Engineer (Machine Learning)

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Apr 2013
-
Present

R&D Engineer (Machine Learning)
Present

Apr 2013 -

Present

--Expertise 専門性 画像処理、画像認識、機械学習(image, Fintech, EEG,fNIRS,EOGなどの生体データ)、 -image recognition and machine learning (deep learning) for automation of visual inspection. -Machine learning for fintech and human computer interfece.

Mar 2011

電気通信大学

知能機械工学科

Mar 2011

機械学習、ブレインマシンインターフェース、 機械力学、振動工学、熱力学、流体力学、制御工学


Skills and qualities

アルゴリズム

Recommended by Md. Razzaqul Haider
1

ハードウェア

Recommended by Md. Razzaqul Haider
1

Matlab

Recommended by Md. Razzaqul Haider
1

R

Recommended by Md. Razzaqul Haider
1

machine learning acceleration

Recommended by Md. Razzaqul Haider
1

sysgen, hardware programming, FPGA

 and 6 skills

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Publications

Takuya Tanaka, Ryosuke Kasahara, and Daishiro Kobayashi. "Efficient logic architecture in training gradient boosting decision tree for high-performance and edge computing." arXiv preprint arXiv:1812.08295 (2018).

Dec 2018

田中 拓哉,笠原 亮介,"画像を用いた自動外観検査技術",日本画像学会誌, 221号, Vol. 55, No. 3 (2016)

June 2016

笠原 亮介,田中 拓哉,澤木 太郎,山田 佑, "半教師あり異常検知を用いた欠陥領域検出," Vision Engineering Workshop (2014).

Dec 2014

Accomplishments/Portfolio

目と口で動かせる車椅子の開発

Awards and Certifications

精密工学会 外観検査アルゴリズムコンテスト 優秀賞

Mar 2015

精密工学会 外観検査アルゴリズムコンテスト 優秀賞

Mar 2014