Concepedia

Forest Agostinelli

FA

Statistics

Publications

11

Citations

974

H-Index

11

Active since

2013

Affiliations

University of California, Irvine(Current)

University of South Carolina

University of Michigan

Ann Arbor Center for Independent Living

Forest Agostinelli is an author at University of California, Irvine specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningRobot LearningRoboticsDeep LearningComputational GeometryArtificial IntelligenceOmicsSleep

Publications per year

2013–2022

11

Publications

11

Learning Activation Functions to Improve Deep Neural Networks

Forest Agostinelli, Matthew D. Hoffman, Peter Sadowski et al. · arXiv (Cornell University) · 2014 · 349 citations · Full text

Non-linear Activation Function, Convolutional Neural Network, Deep Neural Networks +13

Adaptive Multi-Column Deep Neural Networks with Application to Robust Image Denoising

Forest Agostinelli, Michael R. Anderson, Honglak Lee · 2013 · 201 citations

Solving the Rubik’s cube with deep reinforcement learning and search

Forest Agostinelli, Stephen McAleer, Alexander Shmakov et al. · Nature Machine Intelligence · 2019 · 139 citations

Artificial Intelligence, Engineering, Machine Learning +6

What time is it? Deep learning approaches for circadian rhythms

Forest Agostinelli, Nicholas Ceglia, Babak Shahbaba et al. · Bioinformatics · 2016 · 108 citations · Full text

CircadiOmics: circadian omic web portal

Nicholas Ceglia, Yu Liu, Siwei Chen et al. · Nucleic Acids Research · 2018 · 50 citations · Full text

Engineering, Periodicity Statistics, Biostatistics +17

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