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Accelerating Deep Neuroevolution on Distributed FPGAs for Reinforcement Learning Problems


May 10, 2020
Alexis Asseman, Nicolas Antoine, Ahmet S. Ozcan

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* 12 pages. Submitted to ACM Journal on Emerging Technologies in Computing Systems: Special Issue on Hardware and Algorithms for Efficient Machine Learning 

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Simulation of neural function in an artificial Hebbian network


Dec 02, 2019
J. Campbell Scott, Thomas F. Hayes, Ahmet S. Ozcan, Winfried W. Wilcke

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* 20 pages, 5 figures 

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Transfer Learning in Visual and Relational Reasoning


Nov 27, 2019
T. S. Jayram, Vincent Marois, Tomasz Kornuta, Vincent Albouy, Emre Sevgen, Ahmet S. Ozcan

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* 20 pages 

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Leveraging Medical Visual Question Answering with Supporting Facts


May 28, 2019
Tomasz Kornuta, Deepta Rajan, Chaitanya Shivade, Alexis Asseman, Ahmet S. Ozcan

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* Working notes from the ImageCLEF 2019 VQA-Med competition 

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On transfer learning using a MAC model variant


Nov 16, 2018
Vincent Marois, T. S. Jayram, Vincent Albouy, Tomasz Kornuta, Younes Bouhadjar, Ahmet S. Ozcan

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* Paper accepted for Visually Grounded Interaction and Language (ViGIL) Workshop, NIPS 2018, Montreeal, Canada 

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Learning to Remember, Forget and Ignore using Attention Control in Memory


Sep 28, 2018
T. S. Jayram, Younes Bouhadjar, Ryan L. McAvoy, Tomasz Kornuta, Alexis Asseman, Kamil Rocki, Ahmet S. Ozcan

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* 20 pages 

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Using Multi-task and Transfer Learning to Solve Working Memory Tasks


Sep 28, 2018
T. S. Jayram, Tomasz Kornuta, Ryan L. McAvoy, Ahmet S. Ozcan

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* 16 pages 

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