Core Metrics
Total Citations
17,325
H-Index
61
Publications
261
i10-Index
142
2-Year Citedness
17.5
avg citations per work
Ability Dimensions
17,325 citations, h=61
2yr mean: 17.5
261 papers (4.9/year)
66 cites/paper
2 unique research topics
4 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
Surya Ganguli is a established scholar with 10k+ citations in computational neuroscience, currently affiliated with Stanford University.
Over a 53-year academic career, published 261 papers (averaging 4.9 per year), with 17,325 citations.
An h-index of 61, well above field average, indicates a substantial body of highly-cited work.
Academic impact accumulated gradually: first 5 years account for only 0.8%, indicating later works are more influential.
Primary research areas include Embodied cognition, Embodied cognition, Recall.
Key Findings
Signature Work
"Deep Unsupervised Learning using Nonequilibrium Thermodynamics" is the most influential work, with 1,410 citations, published in 2015.
Sustained Impact
Two-year mean citedness of 17.5 indicates research continues to generate significant impact.
Early Career Analysis (First 5 Years)
Career Start
1972 - 1976
Early Citations
133
Early Works
12
Early Impact %
0.8%
Top Early Career Paper
Metabolic cost of walking at different speeds with patellar tendon-bearing prosthesis.
Publication Timeline
Research Topics
Top Publications
Deep Unsupervised Learning using Nonequilibrium Thermodynamics
1,410
Citations
A deep learning framework for neuroscience
1,018
Citations
Exact solutions to the nonlinear dynamics of learning in deep linear neural networks
1,002
Citations
Continual Learning Through Synaptic Intelligence.
975
Citations
Cortical layer–specific critical dynamics triggering perception
659
Citations
Deep Knowledge Tracing
627
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
稳定产出
h-index超过50，具有持续的学术产出能力