基本信息
浏览量:54
职业迁徙
个人简介
The long-term goal of the Kepecs laboratory is to reverse engineer the computational and neurobiological processes underlying cognition and decision-making and apply these insights to biological psychiatry.
The laboratory starts with quantifiable behavioral tasks, for both humans and rodents, that enable the lab to isolate and study distinct cognitive processes, such as decision confidence. The lab probes the neural basis of these processes in rodents using state-of-the-art electrophysiological, imaging, and optogenetic techniques to establish the underlying neural mechanisms. Given the complexity of behavior and the dynamics of neural networks producing it, the lab also develops new algorithms for analyzing data and models to help us interpret them. By understanding how brains accomplish cognitive tasks, often beyond the capacity of current machine learning algorithms, the lab also expects to uncover new computational principles.
In terms of topics our approach is multifaceted, currently the lab studies the neural basis of decision confidence, impulsivity, social value and foraging; the division of labor among cell-types in prefrontal cortex; communication across cortical regions; neuromodulatory systems and most recently brain-body interactions.
The laboratory starts with quantifiable behavioral tasks, for both humans and rodents, that enable the lab to isolate and study distinct cognitive processes, such as decision confidence. The lab probes the neural basis of these processes in rodents using state-of-the-art electrophysiological, imaging, and optogenetic techniques to establish the underlying neural mechanisms. Given the complexity of behavior and the dynamics of neural networks producing it, the lab also develops new algorithms for analyzing data and models to help us interpret them. By understanding how brains accomplish cognitive tasks, often beyond the capacity of current machine learning algorithms, the lab also expects to uncover new computational principles.
In terms of topics our approach is multifaceted, currently the lab studies the neural basis of decision confidence, impulsivity, social value and foraging; the division of labor among cell-types in prefrontal cortex; communication across cortical regions; neuromodulatory systems and most recently brain-body interactions.
研究兴趣
论文共 108 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
Shu-Jing Li, Balazs Hangya, Unmukt Gupta,Kyle B. Fischer,James Fitzhugh Sturgill,Edward M. Callaway,Adam Kepecs
biorxiv(2024)
bioRxiv the preprint server for biology (2024)
IBRO Neuroscience Reports (2023): S719
biorxiv(2022)
Joshua T. Vogelstein,Timothy Verstynen,Konrad P. Kording,Leyla Isik,John W. Krakauer,Ralph Etienne-Cummings,Elizabeth L. Ogburn,Carey E. Priebe,Randal Burns,Kwame Kutten,James J. Knierim, James B. Potash,Thomas Hartung,Lena Smirnova,Paul Worley,Alena Savonenko,Ian Phillips,Michael I. Miller,Rene Vidal,Jeremias Sulam,Adam Charles,Noah J. Cowan,Maxim Bichuch,Archana Venkataraman, Chen Li,Nitish Thakor,Justus M Kebschull, Marilyn Albert, Jinchong Xu,Marshall Hussain Shuler,Brian Caffo,Tilak Ratnanather,Ali Geisa,Seung-Eon Roh,Eva Yezerets,Meghana Madhyastha,Javier J. How,Tyler M. Tomita,Jayanta Dey, Ningyuan, Huang,Jong M. Shin,Kaleab Alemayehu Kinfu,Pratik Chaudhari,Ben Baker,Anna Schapiro,Dinesh Jayaraman,Eric Eaton,Michael Platt,Lyle Ungar,Leila Wehbe,Adam Kepecs, Amy Christensen,Onyema Osuagwu,Bing Brunton,Brett Mensh,Alysson R. Muotri,Gabriel Silva,Francesca Puppo,Florian Engert,Elizabeth Hillman, Julia Brown,Chris White,Weiwei Yang
CoRR (2022)
引用0浏览0EI引用
0
0
加载更多
作者统计
#Papers: 109
#Citation: 9833
H-Index: 42
G-Index: 99
Sociability: 6
Diversity: 0
Activity: 1
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn