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EstablishedSenior

Kenneth D. Miller

Center for Theoretical Physics

PL

Core Metrics

Total Citations

12,315

H-Index

45

Publications

133

i10-Index

69

2-Year Citedness

3.9

avg citations per work

Ability Dimensions

Overall Score43
Impact49%

12,315 citations, h=45

Momentum42%

2yr mean: 3.9

Output39%

133 papers (3.0/year)

Efficiency68%

93 cites/paper

Novelty5%

2 unique research topics

Breadth40%

4 topic areas

Peak Power59%

Top 3 papers: 36% 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

Kenneth D. Miller is a established scholar with 10k+ citations in computational neuroscience, currently affiliated with Center for Theoretical Physics.

Over a 44-year academic career, published 133 papers (averaging 3.0 per year), with 12,315 citations.

An h-index of 45 reflects an active and influential researcher.

Primary research areas include Poisson distribution, Spatial frequency, Spatial frequency.

Key Findings

Signature Work

"Competitive Hebbian learning through spike-timing-dependent synaptic plasticity" is the most influential work, with 2,679 citations, published in 2000.

Early Career Analysis (First 5 Years)

Career Start

1981 - 1985

Early Citations

0

Early Works

2

Early Impact %

0%

Top Early Career Paper

nCJrs This microfiche was produced from documents received for

Publication Timeline

Research Topics

Poisson distribution48.3%
Spatial frequency48.8%
Spatial frequency42.3%
Spatial frequency74.4%

Top Publications

12000Nature Neuroscience

Competitive Hebbian learning through spike-timing-dependent synaptic plasticity

2,679

Citations

22019Nature Neuroscience

A deep learning framework for neuroscience

1,018

Citations

32000Annual Review of Neuroscience

Neural Mechanisms of Orientation Selectivity in the Visual Cortex

679

Citations

1989Science

Ocular Dominance Column Development: Analysis and Simulation

664

Citations

2009Neuron

Inhibitory Stabilization of the Cortical Network Underlies Visual Surround Suppression

496

Citations

1994Neural Computation

The Role of Constraints in Hebbian Learning

466

Citations

1998Journal of Neuroscience

Contrast-Invariant Orientation Tuning in Cat Visual Cortex: Thalamocortical Input Tuning and Correlation-Based Intracortical Connectivity

438

Citations

2016Nature Neuroscience

Parallel processing by cortical inhibition enables context-dependent behavior

402

Citations

2015Neuron

The Stabilized Supralinear Network: A Unifying Circuit Motif Underlying Multi-Input Integration in Sensory Cortex

369

Citations

2009Neuron

Balanced Amplification: A New Mechanism of Selective Amplification of Neural Activity Patterns

367

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