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Tony Givargis

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Enhanced Detection of Transdermal Alcohol Levels Using Hyperdimensional Computing on Embedded Devices

Mar 18, 2024
Manuel E. Segura, Pere Verges, Justin Tian Jin Chen, Ramesh Arangott, Angela Kristine Garcia, Laura Garcia Reynoso, Alexandru Nicolau, Tony Givargis, Sergio Gago-Masague

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Molecular Classification Using Hyperdimensional Graph Classification

Mar 18, 2024
Pere Verges, Igor Nunes, Mike Heddes, Tony Givargis, Alexandru Nicolau

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Always-Sparse Training by Growing Connections with Guided Stochastic Exploration

Jan 12, 2024
Mike Heddes, Narayan Srinivasa, Tony Givargis, Alexandru Nicolau

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DotHash: Estimating Set Similarity Metrics for Link Prediction and Document Deduplication

May 27, 2023
Igor Nunes, Mike Heddes, Pere Vergés, Danny Abraham, Alexander Veidenbaum, Alexandru Nicolau, Tony Givargis

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HDCC: A Hyperdimensional Computing compiler for classification on embedded systems and high-performance computing

Apr 24, 2023
Pere Vergés, Mike Heddes, Igor Nunes, Tony Givargis, Alexandru Nicolau

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Torchhd: An Open-Source Python Library to Support Hyperdimensional Computing Research

May 18, 2022
Mike Heddes, Igor Nunes, Pere Vergés, Dheyay Desai, Tony Givargis, Alexandru Nicolau

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An Extension to Basis-Hypervectors for Learning from Circular Data in Hyperdimensional Computing

May 16, 2022
Igor Nunes, Mike Heddes, Tony Givargis, Alexandru Nicolau

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GraphHD: Efficient graph classification using hyperdimensional computing

May 16, 2022
Igor Nunes, Mike Heddes, Tony Givargis, Alexandru Nicolau, Alex Veidenbaum

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OPEB: Open Physical Environment Benchmark for Artificial Intelligence

Jul 04, 2017
Hamid Mirzaei, Mona Fathollahi, Tony Givargis

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Fine-grained acceleration control for autonomous intersection management using deep reinforcement learning

May 30, 2017
Hamid Mirzaei, Tony Givargis

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