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DistinguishedEstablished

Liam Paninski

Columbia University Irving Medical Center

US

Core Metrics

Total Citations

22,390

H-Index

67

Publications

291

i10-Index

160

2-Year Citedness

9.5

avg citations per work

Ability Dimensions

Overall Score51
Late Bloomer
Impact70%

22,390 citations, h=67

Momentum75%

2yr mean: 9.5

Output67%

291 papers (10.8/year)

Efficiency54%

77 cites/paper

Novelty22%

3 unique research topics

Breadth40%

4 topic areas

Peak Power30%

Top 3 papers: 19% of citations

* Percentile scores are calculated relative to all scholars in the computational neuroscience dataset. Tags are assigned based on dimension combinations. Hover over the radar chart for details.

Scholar Profile Analysis

Liam Paninski is a distinguished scholar with 20k+ citations in computational neuroscience, currently affiliated with Columbia University Irving Medical Center.

Over a 27-year academic career, published 291 papers (averaging 10.8 per year), with 22,390 citations.

An h-index of 67, well above field average, indicates a substantial body of highly-cited work.

Academic impact accumulated gradually: first 5 years account for only 7.5%, indicating later works are more influential.

Primary research areas include Crawling, Recall, Poisson distribution.

Key Findings

Signature Work

"Instant neural control of a movement signal" is the most influential work, with 1,434 citations, published in 2002.

Early Career Analysis (First 5 Years)

Career Start

1998 - 2002

Early Citations

1,683

Early Works

5

Early Impact %

7.5%

Top Early Career Paper

Instant neural control of a movement signal

Publication Timeline

Research Topics

Crawling58.3%
Recall82.4%
Poisson distribution57.8%
Poisson distribution41.5%

Top Publications

12002Nature

Instant neural control of a movement signal

1,434

Citations

22003Neural Computation

Estimation of Entropy and Mutual Information

1,416

Citations

32008Nature

Spatio-temporal correlations and visual signalling in a complete neuronal population

1,402

Citations

2014Cambridge University Press eBooks

Neuronal Dynamics

1,361

Citations

2016Neuron

Simultaneous Denoising, Deconvolution, and Demixing of Calcium Imaging Data

1,120

Citations

2018eLife

Efficient and accurate extraction of in vivo calcium signals from microendoscopic video data

774

Citations

Impact Classification

高影响力

总引用超过2万次,是领域内公认的重要人物

稳定产出

h-index超过50,具有持续的学术产出能力