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Preview of Occupational Therapy Conference
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Occupational Therapy Conference (news146.pdf)

5.2 MBEN 14 pages
The 23rd Gunma Prefecture Occupational Therapy Society conference was held online due to the COVID-19 pandemic
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Preview of Networks of Relations: Distributed Learning and Generalization
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Networks of Relations: Distributed Learning and Generalization (etr071.pdf)

114 KBEN 6 pages
Networks of Relations for Representation, Learning, and Generalization propose knowledge representation as a network of relations between variables, distributing relationships and encoding past experiences. This distributed system functions as an associative memory, utilizing an...
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Preview of Mitigating Catastrophic Forgetting in Reinforcement Learning
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Mitigating Catastrophic Forgetting in Reinforcement Learning (1802.07239.pdf)

2.49 MBChristos Kaplanis, Murray Shanahan, Claudia ClopathEN 14 pages
Unlike humans, artificial neural networks suffer from catastrophic forgetting, where new learning erases previously acquired knowledge. We show that a synaptic model with biological complexity can mitigate this issue at multiple timescales. This enables continual learning across...
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