Core Metrics
Total Citations
56,738
H-Index
99
Publications
401
i10-Index
276
2-Year Citedness
85.3
avg citations per work
Ability Dimensions
56,738 citations, h=99
2yr mean: 85.3
401 papers (6.7/year)
141 cites/paper
4 unique research topics
5 topic areas
Top 3 papers: 20% 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
Zoubin Ghahramani is a elite scholar with 50k+ citations in computational neuroscience, currently affiliated with University of Cambridge.
Over a 60-year academic career, published 401 papers (averaging 6.7 per year), with 56,738 citations.
An h-index of 99, well above field average, indicates a substantial body of highly-cited work.
Academic impact accumulated gradually: first 5 years account for only 0.2%, indicating later works are more influential.
Primary research areas include Perplexity, Perplexity, Graph kernel.
Key Findings
Signature Work
"Dropout as a Bayesian Approximation: Representing Model Uncertainty in\n Deep Learning" is the most influential work, with 4,015 citations, published in 2015.
Consistent Output
Averaging 141 citations per paper, maintaining steady high-quality output.
Sustained Impact
Two-year mean citedness of 85.3 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
1965 - 1969
Early Citations
117
Early Works
1
Early Impact %
0.2%
Top Early Career Paper
Semi-supervised learning : from Gaussian fields to Gaussian processes
Publication Timeline
Research Topics
Top Publications
Dropout as a Bayesian Approximation: Representing Model Uncertainty in\n Deep Learning
4,015
Citations
An Introduction to Variational Methods for Graphical Models
3,674
Citations
An Internal Model for Sensorimotor Integration
3,450
Citations
Impact Classification
顶级影响力
总引用超过5万次，属于领域顶级学者
稳定产出
h-index超过50，具有持续的学术产出能力