Publications

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2017
Mahmoud, M., B. Zheng, A. D. Lascorz, F. Heide, J. Assouline, P. Boucher, E. Onzon, and A. Moshovos, "IDEAL: Image DEnoising AcceLerator", 2017 50th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO), pp. 82-95, Oct, 2017. Abstract
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2019
Lascorz, A. D., P. Judd, D. M. Stuart, Z. Poulos, M. Mahmoud, S. Sharify, M. Nikolic, K. Siu, and A. Moshovos, "Bit-Tactical: A Software/Hardware Approach to Exploiting Value and Bit Sparsity in Neural Networks", Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, New York, NY, USA, Association for Computing Machinery, pp. 749–763, 2019. Abstract
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Sharify, S., A. D. Lascorz, M. Mahmoud, M. Nikolic, K. Siu, D. M. Stuart, Z. Poulos, and A. Moshovos, "Laconic Deep Learning Inference Acceleration", Proceedings of the 46th International Symposium on Computer Architecture, New York, NY, USA, Association for Computing Machinery, pp. 304–317, 2019. Abstract
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Lascorz, A. D., S. Sharify, I. Edo, D. M. Stuart, O. M. Awad, P. Judd, M. Mahmoud, M. Nikolic, K. Siu, Z. Poulos, et al., "ShapeShifter: Enabling Fine-Grain Data Width Adaptation in Deep Learning", Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, New York, NY, USA, Association for Computing Machinery, pp. 28–41, 2019. Abstract
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Mahmoud, M., D. M. Stuart, Z. Poulos, A. D. Lascorz, P. Judd, S. Sharify, M. Nikolić, K. Siu, I. E. Vivancos, J. Albericio, et al., "Accelerating Image-Sensor-Based Deep Learning Applications", IEEE Micro, vol. 39, no. 5, pp. 26-35, Sep., 2019. Abstract
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Tourism