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EstablishedMid-Career

Claudia Clopath

Imperial College London

GB

Core Metrics

Total Citations

15,010

H-Index

43

Publications

263

i10-Index

100

2-Year Citedness

7.6

avg citations per work

Ability Dimensions

Overall Score51
Late Bloomer
Landmark Paper
Impact51%

15,010 citations, h=43

Momentum67%

2yr mean: 7.6

Output64%

263 papers (13.8/year)

Efficiency37%

57 cites/paper

Novelty5%

2 unique research topics

Breadth40%

4 topic areas

Peak Power90%

Top 3 papers: 54% 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

Claudia Clopath is a established scholar with 10k+ citations in computational neuroscience, currently affiliated with Imperial College London.

Over a 19-year academic career, published 263 papers (averaging 13.8 per year), with 15,010 citations.

An h-index of 43 reflects an active and influential researcher.

Academic impact accumulated gradually: first 5 years account for only 7.9%, indicating later works are more influential.

Primary research areas include Embodied cognition, Embodied cognition, Embodied cognition.

Key Findings

Signature Work

"Overcoming catastrophic forgetting in neural networks" is the most influential work, with 6,331 citations, published in 2017.

Early Career Analysis (First 5 Years)

Career Start

2006 - 2010

Early Citations

1,188

Early Works

8

Early Impact %

7.9%

Top Early Career Paper

Connectivity reflects coding: a model of voltage-based STDP with homeostasis

Publication Timeline

Research Topics

Embodied cognition81.1%
Embodied cognition87.4%
Embodied cognition58%
Recall44.8%

Top Publications

12017Proceedings of the National Academy of Sciences

Overcoming catastrophic forgetting in neural networks

6,331

Citations

22019Nature Neuroscience

A deep learning framework for neuroscience

1,018

Citations

32011Science

Inhibitory Plasticity Balances Excitation and Inhibition in Sensory Pathways and Memory Networks

829

Citations

2010Nature Neuroscience

Connectivity reflects coding: a model of voltage-based STDP with homeostasis

615

Citations

2013Nature

The emergence of functional microcircuits in visual cortex

461

Citations

2008Biological Cybernetics

Firing patterns in the adaptive exponential integrate-and-fire model

321

Citations

2020Nature Communications

AI for social good: unlocking the opportunity for positive impact

303

Citations

2023Nature Communications

Catalyzing next-generation Artificial Intelligence through NeuroAI

242

Citations

2017Nature Communications

Supervised learning in spiking neural networks with FORCE training

227

Citations

2011Proceedings of the National Academy of Sciences

A triplet spike-timing–dependent plasticity model generalizes the Bienenstock–Cooper–Munro rule to higher-order spatiotemporal correlations

213

Citations

Impact Classification

中高影响力

总引用超过1万次,在特定方向具有显著影响