Author

Dimitrios C. Gklezakos

University of Washington

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Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Approach:deep learning· 1

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Rajesh P. N. RaoiD· 2 shared Linxing Preston JiangiD· 1 shared

Activity by Year

2021-2022 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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2 shared papersNeuroscience

Rajesh P. N. RaoORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintJan 20, 2022

Active Predictive Coding Networks: A Neural Solution to the Problem of Learning Reference Frames and Part-Whole Hierarchies

Dimitrios C. Gklezakos, Rajesh P. N. Rao

This paper introduces APCNs, a neural network framework that learns reference frames and parses visual scenes into part-whole hierarchies, demonstrating compositional representation and transfer learning on standard datasets.

9 citations

deep learningstatistical model

𝕏 PostBluesky

NeurosciencebioRxivPreprintFeb 22, 2021

Dynamic Predictive Coding with Hypernetworks

Linxing Preston Jiang, Dimitrios C. Gklezakos, Rajesh P. N. Rao

This paper introduces a dynamic predictive coding model using hypernetworks to predict spatiotemporal patterns in natural image sequences, showing it learns visual cortex-like receptive fields.

3 citations

statistical model

𝕏 PostBluesky