Mustafa Fayez Ali

22 papers A* 2A 1B 1Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2025 B conf
Evaluating Compute in Memory Architectures for Matrix Multiplication: A Dataflow-Centric Perspective.
ISPASS
Tanvi Sharma, Indranil Chakraborty, Mustafa Fayez Ali, Kaushik Roy
2025 J jnl
What, When, Where to Compute-in-Memory for Efficient Matrix Multiplication During Machine Learning Inference.
IEEE Trans. Emerg. Top. Comput.
Tanvi Sharma, Mustafa Fayez Ali, Indranil Chakraborty, Kaushik Roy
2023 — conf
A 65 nm 1.4-6.7 TOPS/W Adaptive-SNR Sparsity-Aware CIM Core with Load Balancing Support for DL workloads.
CICC
Mustafa Fayez Ali, Indranil Chakraborty, Sakshi Choudhary, Muya Chang, Dong Eun Kim, Arijit Raychowdhury, Kaushik Roy
2023 J jnl
WWW: What, When, Where to Compute-in-Memory.
CoRR
Tanvi Sharma, Mustafa Fayez Ali, Indranil Chakraborty, Kaushik Roy
2022 J jnl
Compute-in-Memory Technologies and Architectures for Deep Learning Workloads.
IEEE Trans. Very Large Scale Integr. Syst.
Mustafa Fayez Ali, Sourjya Roy, Utkarsh Saxena, Tanvi Sharma, Anand Raghunathan, Kaushik Roy
2022 J jnl
LNS-Madam: Low-Precision Training in Logarithmic Number System Using Multiplicative Weight Update.
IEEE Trans. Computers
Jiawei Zhao, Steve Dai, Rangharajan Venkatesan, Brian Zimmer, Mustafa Fayez Ali, Ming-Yu Liu, Brucek Khailany, William J. Dally, Anima Anandkumar
2021 — conf
Design Tools for Resistive Crossbar based Machine Learning Accelerators.
AICAS
Indranil Chakraborty, Sourjya Roy, Shrihari Sridharan, Mustafa Fayez Ali, Aayush Ankit, Shubham Jain, Anand Raghunathan
2021 J jnl
IMPULSE: A 65nm Digital Compute-in-Memory Macro with Fused Weights and Membrane Potential for Spike-based Sequential Learning Tasks.
CoRR
Amogh Agrawal, Mustafa Fayez Ali, Minsuk Koo, Nitin Rathi, Akhilesh Jaiswal, Kaushik Roy
2021 J jnl
PIM-DRAM: Accelerating Machine Learning Workloads Using Processing in Commodity DRAM.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Sourjya Roy, Mustafa Fayez Ali, Anand Raghunathan
2021 J jnl
PIM-DRAM: Accelerating Machine Learning Workloads using Processing in Commodity DRAM.
CoRR
Sourjya Roy, Mustafa Fayez Ali, Anand Raghunathan
2020 J jnl
Circuits and Architectures for In-Memory Computing-Based Machine Learning Accelerators.
IEEE Micro
Aayush Ankit, Indranil Chakraborty, Amogh Agrawal, Mustafa Fayez Ali, Kaushik Roy
2020 J jnl
Dynamic Read Current Sensing With Amplified Bit-Line Voltage for STT-MRAMs.
IEEE Trans. Circuits Syst. II Express Briefs
Mustafa Fayez Ali, Robert Andrawis, Kaushik Roy
2020 A* conf
GENIEx: A Generalized Approach to Emulating Non-Ideality in Memristive Xbars using Neural Networks.
DAC
Indranil Chakraborty, Mustafa Fayez Ali, Dong Eun Kim, Aayush Ankit, Kaushik Roy
2020 J jnl
GENIEx: A Generalized Approach to Emulating Non-Ideality in Memristive Xbars using Neural Networks.
CoRR
Indranil Chakraborty, Mustafa Fayez Ali, Dong Eun Kim, Aayush Ankit, Kaushik Roy
2020 J jnl
IMAC: In-Memory Multi-Bit Multiplication and ACcumulation in 6T SRAM Array.
IEEE Trans. Circuits Syst. I Regul. Pap.
Mustafa Fayez Ali, Akhilesh Jaiswal, Sangamesh Kodge, Amogh Agrawal, Indranil Chakraborty, Kaushik Roy
2020 J jnl
IMAC: In-memory multi-bit Multiplication andACcumulation in 6T SRAM Array.
CoRR
Mustafa Fayez Ali, Akhilesh Jaiswal, Sangamesh Kodge, Amogh Agrawal, Indranil Chakraborty, Kaushik Roy
2020 A* conf
In-Memory Computing in Emerging Memory Technologies for Machine Learning: An Overview.
DAC
Kaushik Roy, Indranil Chakraborty, Mustafa Fayez Ali, Aayush Ankit, Amogh Agrawal
2020 J jnl
In-Memory Low-Cost Bit-Serial Addition Using Commodity DRAM Technology.
IEEE Trans. Circuits Syst. I Regul. Pap.
Mustafa Fayez Ali, Akhilesh Jaiswal, Kaushik Roy
2020 A conf
RAMANN: in-SRAM differentiable memory computations for memory-augmented neural networks.
ISLPED
Mustafa Fayez Ali, Amogh Agrawal, Kaushik Roy
2020 J jnl
Resistive Crossbars as Approximate Hardware Building Blocks for Machine Learning: Opportunities and Challenges.
Proc. IEEE
Indranil Chakraborty, Mustafa Fayez Ali, Aayush Ankit, Shubham Jain, Sourjya Roy, Shrihari Sridharan, Amogh Agrawal, Anand Raghunathan, Kaushik Roy
2020 J jnl
i-SRAM: Interleaved Wordlines for Vector Boolean Operations Using SRAMs.
IEEE Trans. Circuits Syst.
Akhilesh Jaiswal, Amogh Agrawal, Mustafa Fayez Ali, Saima Sharmin, Kaushik Roy
2019 — conf
Digital and Analog-Mixed-Signal In-Memory Processing in CMOS SRAM.
ACM Great Lakes Symposium on VLSI
Akhilesh Jaiswal, Amogh Agrawal, Indranil Chakraborty, Mustafa Fayez Ali, Kaushik Roy