Herbert Jaeger
3 papers · 2015–2018 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Hot Topic Early Bird
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Conference Pioneer
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Research topics
Keywords
continual learning
(1)
reservoir computing
(1)
stochastic process
(1)
pattern storage
(1)
learning algorithm
(1)
long-term memory
(1)
catastrophic interference
(1)
temporal pattern
(1)
predictive state representation
(1)
observable operator model
(1)
content-addressable memory
(1)
stochastic multiplicity automata
(1)
deep feed-forward network
(1)
Papers
Overcoming Catastrophic Interference using Conceptor-Aided Backpropagation
ICLR 2018
Using Conceptors to Manage Neural Long-Term Memories for Temporal Patterns
JMLR 2017
Links Between Multiplicity Automata, Observable Operator Models and Predictive State Representations -- a Unified Learning Framework
JMLR 2015