Author

Michael Stuck

University of OttawaORCID 0009-0007-2064-7097Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:statistical model· 2 Approach:deep learning· 1

Frequent Co-Authors

Richard NaudiD· 2 shared Xingyun WangiD· 1 shared

Activity by Year

2023-2025 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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2 shared papersNeuroscience

Richard NaudORCID

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2 papers

Recent·Most cited

NeuroscienceNeuromorphic Computing and EngineeringPeer-reviewedFeb 12, 2025

A Burst-Dependent Algorithm for Neuromorphic On-Chip Learning of Spiking Neural Networks

Michael Stuck, Xingyun Wang, Richard Naud

This paper introduces and evaluates Burstprop, a burst-dependent algorithm for spiking neural networks, showing its effectiveness in image classification and robustness to feedback connectivity and weight discretization.

2 citations

statistical modelbenchmarking

𝕏 PostBluesky

NeuroscienceInternational Conference on Neuromorphic Systems (ICONS)Peer-reviewedAug 1, 2023

Burstprop for Learning in Spiking Neuromorphic Hardware

Michael Stuck, Richard Naud

This paper adapts the Burstprop algorithm for training hierarchical SNNs on MNIST, showing improved performance over STDP but lower accuracy than BPTT.

4 citations

deep learningstatistical model

𝕏 PostBluesky