Mr. Yassin Khalifa Profile

Yassin Khalifa

at Univ of Pittsburgh

SPIE Involvement:

Author

Area of Expertise:

Machine Learning , Deep Learning , Biomedical Signal Processing , Biomedical Time Series Analysis , Compressed Sensing , Biomedical Image Processing

Publications (2)

Proceedings Article | 12 April 2021 Presentation + Paper

Single neuron-based neural networks are as efficient as dense deep neural networks in binary and multi-class recognition problems

Yassin Khalifa, Justin Hawks, Ervin Sejdić

Proceedings Volume 11730, 117300O (2021) https://doi.org/10.1117/12.2588610

KEYWORDS: Neural networks, Binary data, Neurons, Visualization, Neuroscience, Artificial neural networks

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Proceedings Article | 12 April 2021 Presentation + Paper

On the robustness of high-resolution cervical auscultation-based detection of upper esophageal sphincter opening duration in diverse populations

Yassin Khalifa, Cara Donohue, James Coyle, Ervin Sejdić

Proceedings Volume 11730, 117300M (2021) https://doi.org/10.1117/12.2588591

KEYWORDS: Signal detection, Neural networks, Network architectures, Neck, Imaging systems, Sensors, Sensor technology, Physiology, Machine learning, Ionizing radiation

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