Mostafa Mahmoud
Teaching Assistant
Computer Engineering Department, Faculty of Engineering, Cairo University
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CV
Memory Requirements for Convolutional Neural Network Hardware Accelerators
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Citation:
Siu, K., D. M. Stuart, M. Mahmoud, and A. Moshovos, "Memory Requirements for Convolutional Neural Network Hardware Accelerators", 2018 IEEE International Symposium on Workload Characterization (IISWC), pp. 111-121, Sep., 2018.
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Date Presented:
Sep.
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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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