Dr. Craig M. Vineyard Profile

Dr. Craig M. Vineyard

at Sandia National Labs

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Author

Publications (6)

Proceedings Article | 7 June 2024 Presentation + Paper

SAR ATR analysis and implications for learning

Johannes Bauer, Efrain Gonzalez, William Severa, Craig Vineyard

Proceedings Volume 13039, 130390L (2024) https://doi.org/10.1117/12.3014042

KEYWORDS: Neural networks, Synthetic aperture radar, Data modeling, Shadows, Education and training, Image segmentation, Automatic target recognition, Machine learning, Image classification, Statistical modeling

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Proceedings Article | 7 June 2024 Presentation + Paper

Benchmarking transferability metrics for SAR ATR

Johannes Bauer, Efrain Gonzalez, William Severa, Craig Vineyard

Proceedings Volume 13039, 130390K (2024) https://doi.org/10.1117/12.3014031

KEYWORDS: Data modeling, Machine learning, Synthetic aperture radar, Education and training, Automatic target recognition, Neural networks, Performance modeling, Statistical modeling, Statistical analysis, Distance measurement

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Proceedings Article | 28 September 2023 Presentation

Fundamental Properties of Optical Diffractive Neural Networks Through Co-Design

Francois Leonard, Elliot Fuller, Corinne Teeter, Craig Vineyard

Proceedings Volume PC12655, PC1265516 (2023) https://doi.org/10.1117/12.2677537

KEYWORDS: Neural networks, Geometrical optics, Optical properties, Materials properties, Education and training, Physical coherence, Light-matter interactions, Evolutionary algorithms, Classification systems, Artificial intelligence

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Proceedings Article | 31 May 2022 Presentation + Paper

Exploring SAR ATR with neural networks: going beyond accuracy

Ryan Melzer, William Severa, Craig Vineyard

Proceedings Volume 12096, 120960D (2022) https://doi.org/10.1117/12.2618659

KEYWORDS: Data modeling, Synthetic aperture radar, Neural networks, Performance modeling, Automatic target recognition, Statistical modeling, Convolution, Visualization, Detection and tracking algorithms

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Proceedings Article | 30 May 2022 Presentation

Spiking neural approaches for SAR ATR

Craig Vineyard, William Severa, Aaron Hill, James Aimone, Esteban Guillen, Javier Zazueta, Ryan Dellana

Proceedings Volume PC12096, PC1209603 (2022) https://doi.org/10.1117/12.2618898

KEYWORDS: Synthetic aperture radar, Neurons, Neural networks, Convolutional neural networks, Computer architecture, Brain, Artificial neural networks

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Proceedings Article | 12 April 2021 Presentation + Paper

Exploring characteristics of neural network architecture computation for enabling SAR ATR

Ryan Melzer, William Severa, Mark Plagge, Craig Vineyard

Proceedings Volume 11729, 1172909 (2021) https://doi.org/10.1117/12.2588006

KEYWORDS: Neural networks, Synthetic aperture radar, Computer architecture, Data modeling, Machine vision, Machine learning, Convolution, Computer vision technology, Computer simulations

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Showing 5 of 6 publications

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