Author

Patrick Faion

Osnabrück University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

Frequent Co-Authors

Andrea Suckro· 1 shared Brian Lewis· 1 shared Gordon PipaiD· 1 shared Kai StandvossiD· 1 shared Richard GastiD· 1 shared

Activity by Year

2017-2017 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperNeuroscience

Andrea Suckro

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1 paper

Recent·Most cited

Encoding And Decoding Dynamic Sensory Signals With Recurrent Neural Networks: An Application Of Conceptors To Birdsongs

Richard Gast, Patrick Faion, Kai Standvoss, Andrea Suckro, Brian Lewis, Gordon Pipa

This paper introduces a model using recurrent neural networks to encode and decode dynamic sensory signals, demonstrating its ability to recognize complex hierarchical structures in birdsongs.

bioRxiv · Apr 28, 2017 · PreprintNeuroscience