Continual Lifelong Learning with Neural Networks: A Review

doi:10.1016/j.neunet.2019.01.012.

Paper

Continual Lifelong Learning with Neural Networks: A Review

Published Feb 21, 2018 · G. I. Parisi, Ronald Kemker, Jose L. Part

Neural networks : the official journal of the International Neural Network Society

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2,541

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129

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Abstract

Abstract removed due to Elsevier request; this does not indicate any issues with the research. Click the full text link above to read the abstract and view the original source.

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Study Snapshot

Key takeawayLifelong learning in artificial systems faces challenges, but progress has been made in domain-specific learning and addressing catastrophic forgetting.

PopulationOlder adults (50-71 years)

Sample size24

MethodsObservational

OutcomesBody Mass Index projections

ResultsSocial networks mitigate obesity in older groups.

Continual Lifelong Learning with Neural Networks: A Review

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