Luis A. Q. Villon

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Active since

2022

Affiliations

The University of Texas at Austin(Current)

Universidade Federal do Recôncavo da Bahia

Iscte – Instituto Universitário de Lisboa

Universidade Federal do Rio de Janeiro

Instituto de Telecomunicações

Luis A. Q. Villon is an author at The University of Texas at Austin specializing in energy-efficient edge computing, edge ai inference, and artificial intelligence.

ORCID

Publications per year

2022–2023

Publications

Weightless Neural Networks for Efficient Edge Inference

Zachary Susskind, Aman Arora, Igor D. S. Miranda et al. · 2022 · 27 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

ULEEN: A Novel Architecture for Ultra-low-energy Edge Neural Networks

Zachary Susskind, Aman Arora, Igor D. S. Miranda et al. · ACM Transactions on Architecture and Code Optimization · 2023 · 15 citations · Full text

Computing, Computer Engineering, Computer Science +17

Distributive Thermometer: A New Unary Encoding for Weightless Neural Networks

Alan T. L. Bacellar, Zachary Susskind, Luis A. Q. Villon et al. · 2022 · 11 citations · Full text

Computing, Computer Science, Machine Learning +13

LogicWiSARD: Memoryless Synthesis of Weightless Neural Networks

Igor D. S. Miranda, Aman Arora, Zachary Susskind et al. · 2022 · 11 citations · Full text

Engineering, Computer Engineering, Computer Science +17

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