Metric structure of kernel Grassmannian representation and its application to brain signal processing

核格拉斯曼表示的度量结构及其在脑信号处理中的应用

• 批准号: 15K00302
• 负责人: Washizawa Yoshikazu
• 金额: $ 3万
• 依托单位: The University of Electro-Communications
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Scientific Research (C)
• 财政年份: 2015
• 资助国家: 日本
• 起止时间: 2015-04-01 至 2018-03-31
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-15K00302/
• 关键词: 生体信号処理; グラスマン多様体; 脳信号処理; ブレインコンピュータインターフェース; 計量学習

项目成果

Spatial filter for short period code modulation visual evoked potentials in brain computer interfaces

脑机接口中短周期编码调制视觉诱发电位的空间滤波器

• 发表时间: 2015
• 期刊: Proceedings of the 30th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2015)
• 作者: H. Itoga;Y. Washizawa;and Y. Urakami;N. Morita and Y. Washizawa;H. Sato and Y. Washizawa;Y. Washizawa;J. Sato and Y. Washizawa;Y. Washizawa;R. Togashi and Y. Washizawa;J. Sato and Y. Washizawa
• 通讯作者: J. Sato and Y. Washizawa

Channel selection for brain signal classification by penalized automatic relevance determination

• DOI: 10.1109/apsipa.2015.7415427
• 发表时间: 2015-12
• 期刊: 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)
• 作者: Reo Togashi;Y. Washizawa

Asynchronous stimulation method for N100-P300 Speller

N100-P300 Speller 的异步刺激方法

• 发表时间: 2018
• 期刊: Proceedings of the 6th International Conference on Cognitive Neurodynamics (ICCN2017).
• 作者: H. Itoga;Y. Washizawa;and Y. Urakami;N. Morita and Y. Washizawa
• 通讯作者: N. Morita and Y. Washizawa

Discriminative Metric Learning on Extended Grassmann Manifold for Classification of Brain Signals

• DOI: 10.1587/transfun.e99.a.880
• 发表时间: 2016-04
• 期刊: IEICE Trans. Fundam. Electron. Commun. Comput. Sci.
• 作者: Y. Washizawa

Ranking deep neural network for automatic music recommendation system using EEG

使用脑电图的自动音乐推荐系统的深度神经网络排名

• 发表时间: 2018
• 期刊: Proceedings of the 2018 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP)
• 作者: H. Itoga;Y. Washizawa;and Y. Urakami
• 通讯作者: and Y. Urakami