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Garrett T. Kenyon

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Event-to-Video Conversion for Overhead Object Detection

Feb 09, 2024
Darryl Hannan, Ragib Arnab, Gavin Parpart, Garrett T. Kenyon, Edward Kim, Yijing Watkins

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LCANets++: Robust Audio Classification using Multi-layer Neural Networks with Lateral Competition

Aug 23, 2023
Sayanton V. Dibbo, Juston S. Moore, Garrett T. Kenyon, Michael A. Teti

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Implementing and Benchmarking the Locally Competitive Algorithm on the Loihi 2 Neuromorphic Processor

Jul 25, 2023
Gavin Parpart, Sumedh R. Risbud, Garrett T. Kenyon, Yijing Watkins

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Sampling binary sparse coding QUBO models using a spiking neuromorphic processor

Jun 02, 2023
Kyle Henke, Elijah Pelofske, Georg Hahn, Garrett T. Kenyon

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Dictionary Learning with Accumulator Neurons

May 30, 2022
Gavin Parpart, Carlos Gonzalez, Terrence C. Stewart, Edward Kim, Jocelyn Rego, Andrew O'Brien, Steven Nesbit, Garrett T. Kenyon, Yijing Watkins

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Prediction and compression of lattice QCD data using machine learning algorithms on quantum annealer

Dec 03, 2021
Boram Yoon, Chia Cheng Chang, Garrett T. Kenyon, Nga T. T. Nguyen, Ermal Rrapaj

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A Little Robustness Goes a Long Way: Leveraging Universal Features for Targeted Transfer Attacks

Jun 03, 2021
Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon

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Adversarial Perturbations Are Not So Weird: Entanglement of Robust and Non-Robust Features in Neural Network Classifiers

Feb 09, 2021
Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon

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The Selectivity and Competition of the Mind's Eye in Visual Perception

Nov 23, 2020
Edward Kim, Maryam Daniali, Jocelyn Rego, Garrett T. Kenyon

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It's Hard for Neural Networks To Learn the Game of Life

Sep 03, 2020
Jacob M. Springer, Garrett T. Kenyon

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