Publications

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2019
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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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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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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2018
Moshovos, A., J. Albericio, P. Judd, A. Delmas, S. Sharify, M. Mahmoud, T. Hetherington, M. Nikolic, D. M. Stuart, K. Siu, et al., "Identifying and Exploiting Ineffectual Computations to Enable Hardware Acceleration of Deep Learning", 2018 16th IEEE International New Circuits and Systems Conference (NEWCAS), pp. 356-360, June, 2018. Abstract
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Tourism