Mustafa Fayez Ali

According to our database, Mustafa Fayez Ali authored at least 20 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

WWW: What, When, Where to Compute-in-Memory.

Tanvi Sharma, Mustafa Fayez Ali, Indranil Chakraborty, Kaushik Roy

CoRR, 2023

A 65 nm 1.4-6.7 TOPS/W Adaptive-SNR Sparsity-Aware CIM Core with Load Balancing Support for DL workloads.

Mustafa Fayez Ali, Indranil Chakraborty, Sakshi Choudhary, Muya Chang, Dong Eun Kim, Arijit Raychowdhury, Kaushik Roy

Proceedings of the IEEE Custom Integrated Circuits Conference, 2023

2022

Compute-in-Memory Technologies and Architectures for Deep Learning Workloads.

Mustafa Fayez Ali, Sourjya Roy, Utkarsh Saxena, Tanvi Sharma, Anand Raghunathan, Kaushik Roy

IEEE Trans. Very Large Scale Integr. Syst., 2022

LNS-Madam: Low-Precision Training in Logarithmic Number System Using Multiplicative Weight Update.

Jiawei Zhao, Steve Dai, Rangharajan Venkatesan, Brian Zimmer, Mustafa Fayez Ali, Ming-Yu Liu, Brucek Khailany, William J. Dally, Anima Anandkumar

IEEE Trans. Computers, 2022

2021

PIM-DRAM: Accelerating Machine Learning Workloads Using Processing in Commodity DRAM.

Sourjya Roy, Mustafa Fayez Ali, Anand Raghunathan

IEEE J. Emerg. Sel. Topics Circuits Syst., 2021

IMPULSE: A 65nm Digital Compute-in-Memory Macro with Fused Weights and Membrane Potential for Spike-based Sequential Learning Tasks.

Amogh Agrawal, Mustafa Fayez Ali, Minsuk Koo, Nitin Rathi, Akhilesh Jaiswal, Kaushik Roy

CoRR, 2021

Design Tools for Resistive Crossbar based Machine Learning Accelerators.

Indranil Chakraborty, Sourjya Roy, Shrihari Sridharan, Mustafa Fayez Ali, Aayush Ankit, Shubham Jain, Anand Raghunathan

Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021

2020

i-SRAM: Interleaved Wordlines for Vector Boolean Operations Using SRAMs.

Akhilesh Jaiswal, Amogh Agrawal, Mustafa Fayez Ali, Saima Sharmin, Kaushik Roy

IEEE Trans. Circuits Syst., 2020

In-Memory Low-Cost Bit-Serial Addition Using Commodity DRAM Technology.

Mustafa Fayez Ali, Akhilesh Jaiswal, Kaushik Roy

IEEE Trans. Circuits Syst. I Regul. Pap., 2020

IMAC: In-Memory Multi-Bit Multiplication and ACcumulation in 6T SRAM Array.

Mustafa Fayez Ali, Akhilesh Jaiswal, Sangamesh Kodge, Amogh Agrawal, Indranil Chakraborty, Kaushik Roy

IEEE Trans. Circuits Syst. I Regul. Pap., 2020

Dynamic Read Current Sensing With Amplified Bit-Line Voltage for STT-MRAMs.

Mustafa Fayez Ali, Robert Andrawis, Kaushik Roy

IEEE Trans. Circuits Syst. II Express Briefs, 2020

Resistive Crossbars as Approximate Hardware Building Blocks for Machine Learning: Opportunities and Challenges.

Indranil Chakraborty, Mustafa Fayez Ali, Aayush Ankit, Shubham Jain, Sourjya Roy, Shrihari Sridharan, Amogh Agrawal, Anand Raghunathan, Kaushik Roy

Proc. IEEE, 2020

Circuits and Architectures for In-Memory Computing-Based Machine Learning Accelerators.

Aayush Ankit, Indranil Chakraborty, Amogh Agrawal, Mustafa Fayez Ali, Kaushik Roy

IEEE Micro, 2020

IMAC: In-memory multi-bit Multiplication andACcumulation in 6T SRAM Array.

Mustafa Fayez Ali, Akhilesh Jaiswal, Sangamesh Kodge, Amogh Agrawal, Indranil Chakraborty, Kaushik Roy

CoRR, 2020

RAMANN: in-SRAM differentiable memory computations for memory-augmented neural networks.

Mustafa Fayez Ali, Amogh Agrawal, Kaushik Roy

Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020

GENIEx: A Generalized Approach to Emulating Non-Ideality in Memristive Xbars using Neural Networks.

Indranil Chakraborty, Mustafa Fayez Ali, Dong Eun Kim, Aayush Ankit, Kaushik Roy

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

In-Memory Computing in Emerging Memory Technologies for Machine Learning: An Overview.

Kaushik Roy, Indranil Chakraborty, Mustafa Fayez Ali, Aayush Ankit, Amogh Agrawal

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

2019

Digital and Analog-Mixed-Signal In-Memory Processing in CMOS SRAM.

Akhilesh Jaiswal, Amogh Agrawal, Indranil Chakraborty, Mustafa Fayez Ali, Kaushik Roy

Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

2017

OTFTs compact models: analysis, comparison, and insights.

Mustafa Fayez, Khaled Mohamed Morsi, Mohammed Nabil Sabry

IET Circuits Devices Syst., 2017

2016

Design of OFET-based differential amplifier with cascaded diode-connected load.

Mustafa Fayez, Khaled Mohamed Morsi, Mohammed Nabil Sabry

Proceedings of the 28th International Conference on Microelectronics, 2016