Mostafa Mahmoud
Teaching Assistant
Computer Engineering Department, Faculty of Engineering, Cairo University
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Accelerating Image-Sensor-Based Deep Learning Applications
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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.
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Recent Publications
Characterizing Sources of Ineffectual Computations in Deep Learning Networks
Bit-Tactical: A Software/Hardware Approach to Exploiting Value and Bit Sparsity in Neural Networks
Laconic Deep Learning Inference Acceleration
ShapeShifter: Enabling Fine-Grain Data Width Adaptation in Deep Learning
Accelerating Image-Sensor-Based Deep Learning Applications
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