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Dr. Craig M. Vineyard
at Sandia National Labs
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Publications (4)
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
Proceedings Article | 31 May 2022 Presentation + Paper
Exploring SAR ATR with neural networks: going beyond accuracy
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
Proceedings Article | 30 May 2022 Presentation
Spiking neural approaches for SAR ATR
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
Proceedings Article | 12 April 2021 Presentation + Paper
Exploring characteristics of neural network architecture computation for enabling SAR ATR
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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