Concepedia

Timothy L. H. Watkin

TL

8

Publications

727

Citations

8

H-Index

1991

Active since

Affiliations

University of Oxford(Current)

Timothy L. H. Watkin is an author at University of Oxford specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningArtificial IntelligenceData SciencePhysicsDeep LearningPattern RecognitionData MiningAutomated Reasoning

Publications per year

1991–1994

8

Publications

8

The statistical mechanics of learning a rule

Timothy L. H. Watkin, Albrecht Rau, Michael Biehl · Reviews of Modern Physics · 1993 · 465 citations · Full text

Engineering, Machine Learning, Neural Network +16

Optimal unsupervised learning

Timothy L. H. Watkin, Jean‐Pierre Nadal · Journal of Physics A Mathematical and General · 1994 · 66 citations

Artificial Intelligence, Instance-based Learning, Inferential Approach +15

Optimal Learning with a Neural Network

Timothy L. H. Watkin · Europhysics Letters (EPL) · 1993 · 60 citations

Artificial Intelligence, Model Optimization, Engineering +10

Learning unlearnable problems with perceptrons

Timothy L. H. Watkin, Albrecht Rau · Physical Review A · 1992 · 39 citations

Artificial Intelligence, Cognitive Science, Engineering +15

Selecting examples for perceptrons

Timothy L. H. Watkin, Albrecht Rau · Journal of Physics A Mathematical and General · 1992 · 32 citations

Artificial Intelligence, Incremental Learning, Instance-based Learning +14

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