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回答者 R0072

メールkhalique.vijdan.gt@u.tsukuba.ac.jp
名前KHALIQUE VIJDAN
所属(教員組織)※学生は指導教員の所属を選択 /Affiliation (Faculty/Organization)計算科学研究センター/Center for Computational Sciences
専門分野/ Research FieldData Engineering, Data analysis, Application of deep learning for data analysis
以下の項目から選んでください。 Please select from the options below.教員・研究員/ Faculty Member / Researcher
職位 PositionResearcher
2-1研究へのAIの活用経験と意識(当てはまるものを選んでください)/Experience with and Perceptions of AI Utilization in ResearchAIそのものやAIの高度化を研究している/I conduct research on AI itself or on the advancement of AI technologies.
5-1 専門分野(複数選択可)Classification of AI ResearchAI応用 AI Applications;機械学習 Machine Learning;
5-2 現在の主要研究テーマをご記入ください。 (1テーマにつき100〜300字程度) Please describe your current main research theme(s).Develop effective self-supervised learning methods for in-home EEG device for sleep monitoring. The aim is to improve the representation learning of sleep EEG data to improve the overall of performance of deep learning models for various tasks such as automatic sleep stage classification and arousal detection.