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职业迁徙
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Research Statement
Research Statement We aim to uncover the basic principles of brain computations that form the basis of perception and guide complex behavior. Our vision is to integrate engineering, systems neuroscience, and data analytics to advance our knowledge of inner working of the brain. Correspondingly, the interdisciplinary projects in the lab can be categorized into three main threads: Neuro-engineering, Neuro-biology, and Neuro-informatics. Neuro-engineering is focused on developing advanced neural probes to interrogate and manipulate the brain using nanotechnology approaches. These novel tools are used in Neuro-biology experiments to record massive datasets of brain activity in live animals during active navigation in virtual reality. Development of machine learning analytical methods in Neuro-informatics thread provides insight into functionality of neural circuits and systems.
Research Interests
Neuroengineering, Integrated neural probes, neurophotonics, Brain-machine interface, Virtual Reality systems
Neurobiology, Experimental systems neuroscience, Hierarchical information processing in cortical networks
Neuroinformatics, Machine learning, dimensionality reduction, network dynamics
Research Areas
Biosensors and bioelectronics
Electromagnetics and Optics
Microelectronics and Photonics
Nanotechnology
Research Statement We aim to uncover the basic principles of brain computations that form the basis of perception and guide complex behavior. Our vision is to integrate engineering, systems neuroscience, and data analytics to advance our knowledge of inner working of the brain. Correspondingly, the interdisciplinary projects in the lab can be categorized into three main threads: Neuro-engineering, Neuro-biology, and Neuro-informatics. Neuro-engineering is focused on developing advanced neural probes to interrogate and manipulate the brain using nanotechnology approaches. These novel tools are used in Neuro-biology experiments to record massive datasets of brain activity in live animals during active navigation in virtual reality. Development of machine learning analytical methods in Neuro-informatics thread provides insight into functionality of neural circuits and systems.
Research Interests
Neuroengineering, Integrated neural probes, neurophotonics, Brain-machine interface, Virtual Reality systems
Neurobiology, Experimental systems neuroscience, Hierarchical information processing in cortical networks
Neuroinformatics, Machine learning, dimensionality reduction, network dynamics
Research Areas
Biosensors and bioelectronics
Electromagnetics and Optics
Microelectronics and Photonics
Nanotechnology
研究兴趣
论文共 284 篇作者统计合作学者相似作者
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Insu Park,Sungho Kim, Christopher Kenji Brenden,Weihua Shi,Hrishikesh Iyer,Rashid Bashir,Yurii Vlasov
ACS NANOno. 9 (2024): 6963-6974
SENSORS AND ACTUATORS B-CHEMICAL (2023): 133733-133733
2023 Conference on Lasers and Electro-Optics (CLEO)pp.1-2, (2023)
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bioRxiv : the preprint server for biology (2023)
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bioRxiv (Cold Spring Harbor Laboratory) (2023)
Yu Ding,Yurii Vlasov
Scientific reportsno. 1 (2023): 14370-19
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