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LegendarySenior

Yoshua Bengio

Centre Universitaire de Mila

DZ

Core Metrics

Total Citations

479,505

H-Index

187

Publications

1,290

i10-Index

721

2-Year Citedness

72.6

avg citations per work

Ability Dimensions

Overall Score76
Prolific
Late Bloomer
All-Rounder
Legend
Impact99%

479,505 citations, h=187

Momentum96%

2yr mean: 72.6

Output98%

1290 papers (34.9/year)

Efficiency96%

372 cites/paper

Novelty61%

4 unique research topics

Breadth40%

4 topic areas

Peak Power44%

Top 3 papers: 27% 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

Yoshua Bengio is a legendary figure in the field with 100k+ citations in computational neuroscience, currently affiliated with Centre Universitaire de Mila.

Over a 37-year academic career, published 1290 papers (averaging 34.9 per year), with 479,505 citations.

With an h-index of 187, one of the rare scholars to reach this level, indicating lasting and broad research impact.

Academic impact accumulated gradually: first 5 years account for only 0.1%, indicating later works are more influential.

Primary research areas include Computer science, Environmental science, Geology.

Key Findings

Signature Work

"Deep learning" is the most influential work, with 75,636 citations, published in 2015.

Consistent Output

Averaging 372 citations per paper, maintaining steady high-quality output.

Sustained Impact

Two-year mean citedness of 72.6 indicates research continues to generate significant impact.

Sustained Growth

Very low early citation share indicates influence built through long-term accumulation, with later works being more impactful.

Early Career Analysis (First 5 Years)

Career Start

1988 - 1992

Early Citations

398

Early Works

20

Early Impact %

0.1%

Top Early Career Paper

Global optimization of a neural network-hidden Markov model hybrid

Publication Timeline

Research Topics

Computer science32.4%
Environmental science36.3%
Geology23.5%
Engineering17.6%

Top Publications

12015Nature

Deep learning

75,636

Citations

21998Proceedings of the IEEE

Gradient-based learning applied to document recognition

55,110

Citations

Impact Classification

顶级影响力

总引用超过5万次,属于领域顶级学者

持续产出

h-index超过100,表明长期高质量产出

高产学者

发表超过1290篇论文,产出极为丰富