Core Metrics
Total Citations
6,237
H-Index
35
Publications
140
i10-Index
63
2-Year Citedness
5.7
avg citations per work
Ability Dimensions
6,237 citations, h=35
2yr mean: 5.7
140 papers (3.5/year)
45 cites/paper
3 unique research topics
4 topic areas
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
Anne Collins is a rising scholar with 5k+ citations in computational neuroscience, currently affiliated with University of California, Berkeley.
Over a 40-year academic career, published 140 papers (averaging 3.5 per year), with 6,237 citations.
An h-index of 35 reflects an active and influential researcher.
Academic impact accumulated gradually: first 5 years account for only 0.5%, indicating later works are more influential.
Primary research areas include Recall, Bayesian statistics, Bayesian statistics.
Key Findings
Signature Work
"Ten simple rules for the computational modeling of behavioral data" is the most influential work, with 663 citations, published in 2019.
Early Career Analysis (First 5 Years)
Career Start
1985 - 1989
Early Citations
32
Early Works
2
Early Impact %
0.5%
Top Early Career Paper
Macroaggregate Formation in Optimal Additive Red Cells
Publication Timeline
Research Topics
Top Publications
Ten simple rules for the computational modeling of behavioral data
663
Citations
Reasoning, Learning, and Creativity: Frontal Lobe Function and Human Decision-Making
539
Citations
How much of reinforcement learning is working memory, not reinforcement learning? A behavioral, computational, and neurogenetic analysis
461
Citations
Opponent actor learning (OpAL): Modeling interactive effects of striatal dopamine on reinforcement learning and choice incentive.
448
Citations
Cognitive control over learning: Creating, clustering, and generalizing task-set structure.
436
Citations
Foundations of human reasoning in the prefrontal cortex
424
Citations
Working Memory Contributions to Reinforcement Learning Impairments in Schizophrenia
233
Citations
Within- and across-trial dynamics of human EEG reveal cooperative interplay between reinforcement learning and working memory
165
Citations
Working Memory Load Strengthens Reward Prediction Errors
150
Citations
Beyond dichotomies in reinforcement learning
130
Citations