Mostafa Mahmoud

Enrique Torres-Sánchez

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

Marple: Scalable Spike Sorting for Untethered Brain-Machine Interfacing.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

Atalanta: A Bit is Worth a "Thousand" Tensor Values.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

Power Level Control of Nuclear Power Plants During Load Following Operation Using Fractional Order Controller Based on a Modified Algorithm.

[BibT_eX]

[DOI]

Tarek A. Boghdady

Essam El-Din Abou El-Zahab

Elsayed Tag-Eldin

Mahmoud M. Sayed

IEEE Access, 2023

2022

Schrödinger's FP: Dynamic Adaptation of Floating-Point Containers for Deep Learning Training.

[BibT_eX]

[DOI]

Enrique Torres-Sánchez

CoRR, 2022

APack: Off-Chip, Lossless Data Compression for Efficient Deep Learning Inference.

[BibT_eX]

[DOI]

CoRR, 2022

Mokey: enabling narrow fixed-point inference for out-of-the-box floating-point transformer models.

[BibT_eX]

[DOI]

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

2021

Boveda: Building an On-Chip Deep Learning Memory Hierarchy Brick by Brick.

[BibT_eX]

[DOI]

Gennady Pekhimenko

Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

FPRaker: A Processing Element For Accelerating Neural Network Training.

[BibT_eX]

[DOI]

Proceedings of the MICRO '21: 54th Annual IEEE/ACM International Symposium on Microarchitecture, 2021

2020

TensorDash: Exploiting Sparsity to Accelerate Deep Neural Network Training and Inference.

[BibT_eX]

[DOI]

CoRR, 2020

TensorDash: Exploiting Sparsity to Accelerate Deep Neural Network Training.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

Late Breaking Results: Building an On-Chip Deep Learning Memory Hierarchy Brick by Brick.

[BibT_eX]

[DOI]

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019

Accelerating Image-Sensor-Based Deep Learning Applications.

[BibT_eX]

[DOI]

Dylan Malone Stuart

Zissis Poulos

IEEE Micro, 2019

ShapeShifter: Enabling Fine-Grain Data Width Adaptation in Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019

Characterizing Sources of Ineffectual Computations in Deep Learning Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2019

Laconic deep learning inference acceleration.

[BibT_eX]

[DOI]

Sayeh Sharify

Proceedings of the 46th International Symposium on Computer Architecture, 2019

Bit-Tactical: A Software/Hardware Approach to Exploiting Value and Bit Sparsity in Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018

Laconic Deep Learning Computing.

[BibT_eX]

[DOI]

Sayeh Sharify

Natalie D. Enright Jerger

CoRR, 2018

Bit-Tactical: Exploiting Ineffectual Computations in Convolutional Neural Networks: Which, Why, and How.

[BibT_eX]

[DOI]

CoRR, 2018

Identifying and Exploiting Ineffectual Computations to Enable Hardware Acceleration of Deep Learning.

[BibT_eX]

[DOI]

Tayler H. Hetherington

Proceedings of the 16th IEEE International New Circuits and Systems Conference, 2018

Diffy: a Déjà vu-Free Differential Deep Neural Network Accelerator.

[BibT_eX]

[DOI]

Kevin Siu

Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture, 2018

Memory Requirements for Convolutional Neural Network Hardware Accelerators.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Workload Characterization, 2018

Characterizing Sources of Ineffectual Computations in Deep Learning Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Workload Characterization, 2018

2017

IDEAL: image denoising accelerator.

[BibT_eX]

[DOI]

Bojian Zheng

Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

2016

Memory controller design under cloud workloads.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Symposium on Workload Characterization, 2016

2008

Usability and its Role in Enhancing the Online User Experience in the Egyptian Web-Based Governmental Services Portals.

[BibT_eX]

Aboul El Neil

Proceedings of the WEBIST 2008, 2008

Using expert systems technology to increase agriculture production and water conservation.

[BibT_eX]

[DOI]