Dr. Cory Merkel Profile

Dr. Cory Merkel

at Rochester Institute of Technology

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Author

Publications (6)

SPIE Journal Paper | 31 January 2022 Open Access

Review of spike-based neuromorphic computing for brain-inspired vision: biology, algorithms, and hardware

Hagar Hendy, Cory Merkel

JEI, Vol. 31, Issue 01, 010901, (January 2022) https://doi.org/10.1117/12.10.1117/1.JEI.31.1.010901

KEYWORDS: Neurons, Computer vision technology, Brain, Neural networks, Cameras, Biology, Evolutionary algorithms, Computer programming, Visual process modeling, Analog electronics

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Proceedings Article | 1 August 2021 Presentation + Paper

Expanding smart assistant accessibility through dysarthria speech-trained transformer networks

Daniel Adams, Cory Merkel

Proceedings Volume 11843, 118430R (2021) https://doi.org/10.1117/12.2594212

KEYWORDS: Data modeling, Transformers, Prototyping, Statistical modeling, Speech recognition, Computer programming, Instrument modeling, Head, Video acceleration, Video

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Proceedings Article | 1 August 2021 Poster + Paper

Exploring CNN features in the context of adversarial robustness and human perception

Enzo Casamassima, Andrew Herbert, Cory Merkel

Proceedings Volume 11843, 1184313 (2021) https://doi.org/10.1117/12.2594363

KEYWORDS: Visualization, Statistical modeling, Data modeling, Visual system, Visual process modeling, Machine learning, Image classification, Convolutional neural networks, Human vision research, Computer vision technology, Psychology, Computer security

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Proceedings Article | 1 August 2021 Paper

Contrastive pooling segmentation network

Rajiv Mandya Nagaraju, Cory Merkel

Proceedings Volume 11843, 118430D (2021) https://doi.org/10.1117/12.2594976

KEYWORDS: Image segmentation, Image classification, Feature extraction, Convolution, Classification systems, Network architectures, Mining, Image resolution, Robotics, Performance modeling

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Proceedings Article | 12 May 2016 Paper

Optimized hardware framework of MLP with random hidden layers for classification applications

Abdullah Zyarah, Abhishek Ramesh, Cory Merkel, Dhireesha Kudithipudi

Proceedings Volume 9850, 985007 (2016) https://doi.org/10.1117/12.2225498

KEYWORDS: Feature extraction, Neurons, Network architectures, Databases, MATLAB, Electroluminescent displays, Mathematical modeling, Neodymium, Neural networks, Software development

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Proceedings Article | 22 May 2014 Paper

Heterogeneous CMOS/memristor hardware neural networks for real-time target classification

Cory Merkel, Dhireesha Kudithipudi, Ray Ptucha

Proceedings Volume 9119, 911908 (2014) https://doi.org/10.1117/12.2053436

KEYWORDS: Neurons, Neural networks, Spatial light modulators, Classification systems, Data modeling, Mirrors, Resistance, Image classification, Detection and tracking algorithms, Databases

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Showing 5 of 6 publications

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