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个人简介
The brain is a remarkably complex network of neurons, and many functions and dysfunctions of the mind cannot be localized to any particular part of the brain. Further, network activity changes in time at every spatial scale, from molecular dynamics of single synapses to coordinated oscillations across brain areas to circadian rhythms. Distilling spatial-temporal coherent patterns from large scale, noisy measurements is vital to understanding how networks of neurons give rise to behavior.
I am inspired by system-level questions in neuroscience: How can we describe the multi-scale connective topology of brain areas? What functional metrics differentiate a neuronal network before and after learning? To tackle these and related questions, I leverage recent mathematical advances in the fields of dimensionality reduction and compressive sensing.
I am inspired by system-level questions in neuroscience: How can we describe the multi-scale connective topology of brain areas? What functional metrics differentiate a neuronal network before and after learning? To tackle these and related questions, I leverage recent mathematical advances in the fields of dimensionality reduction and compressive sensing.
研究兴趣
论文共 125 篇作者统计合作学者相似作者
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Eli J Muller,Brandon Munn,Giulia Baracchini,Ben D. Fulcher,Vicente Medel,Michelle J Redinbaugh,Yuri B Saalmann,Bingni Wen Brunton, Steve L Brunton, James Shine
biorxiv(2024)
Ricardo Vinuesa,Jean Rabault,Hossein Azizpour,Stefan Bauer,Bingni W. Brunton,Arne Elofsson, Elias Jarlebring,Hedvig Kjellstrom, Stefano Markidis, David Marlevi, Paola Cinnella,Steven L. Brunton
CoRR (2024)
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crossref(2024)
Lili Karashchuk,Jing Shuang Lisa Li, Grant M Chou, Sarah Walling-Bell,Steven L Brunton,John C Tuthill,Bingni W Brunton
bioRxiv the preprint server for biology (2024)
Integrative organismal biology (Oxford, England)no. 1 (2024): obae007-obae007
Chris J Dallmann,Yichen Luo,Sweta Agrawal, Grant M Chou, Andrew Cook,Bingni W Brunton,John C Tuthill
bioRxiv the preprint server for biology (2024)
JOURNAL OF NEURAL ENGINEERINGno. 4 (2024)
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2023)
Integrative and comparative biologyno. 2 (2023): 474-483
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作者统计
#Papers: 125
#Citation: 4424
H-Index: 23
G-Index: 66
Sociability: 6
Diversity: 3
Activity: 133
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