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Mustafa Ali
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IMAC: In-memory multi-bit multiplication and accumulation in 6T SRAM array
M Ali, A Jaiswal, S Kodge, A Agrawal, I Chakraborty, K Roy
IEEE Transactions on Circuits and Systems I: Regular Papers 67 (8), 2521-2531, 2020
582020
In-memory low-cost bit-serial addition using commodity DRAM technology
MF Ali, A Jaiswal, K Roy
IEEE Transactions on Circuits and Systems I: Regular Papers 67 (1), 155-165, 2019
582019
GENIEx: A Generalized Approach to Emulating Non-Ideality in Memristive Xbars using Neural Networks
I Chakraborty, MF Ali, DE Kim, A Ankit, K Roy
2020 57th ACM/IEEE Design Automation Conference (DAC), 6, 2020
552020
Resistive crossbars as approximate hardware building blocks for machine learning: Opportunities and challenges
I Chakraborty, M Ali, A Ankit, S Jain, S Roy, S Sridharan, A Agrawal, ...
Proceedings of the IEEE 108 (12), 2276-2310, 2020
422020
In-memory computing in emerging memory technologies for machine learning: An overview
K Roy, I Chakraborty, M Ali, A Ankit, A Agrawal
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
272020
OTFTs compact models: analysis, comparison, and insights
M Fayez, KM Morsi, MN Sabry
IET Circuits, Devices & Systems 11 (5), 409-420, 2017
172017
IMPULSE: A 65nm Digital Compute-in-Memory Macro with Fused Weights and Membrane Potential for Spike-based Sequential Learning Tasks
A Agrawal, M Ali, M Koo, N Rathi, A Jaiswal, K Roy
IEEE Solid-State Circuits Letters 4, 137-140, 2021
132021
Circuits and architectures for in-memory computing-based machine learning accelerators
A Ankit, I Chakraborty, A Agrawal, M Ali, K Roy
IEEE Micro 40 (6), 8-22, 2020
132020
i-SRAM: Interleaved Wordlines for Vector Boolean Operations Using SRAMs
A Jaiswal, A Agrawal, MF Ali, S Sharmin, K Roy
IEEE Transactions on Circuits and Systems I: Regular Papers 67 (12), 4651-4659, 2020
122020
A 35.5-127.2 tops/w dynamic sparsity-aware reconfigurable-precision compute-in-memory sram macro for machine learning
M Ali, I Chakraborty, U Saxena, A Agrawal, A Ankit, K Roy
IEEE Solid-State Circuits Letters 4, 129-132, 2021
112021
RAMANN: in-SRAM differentiable memory computations for memory-augmented neural networks
M Ali, A Agrawal, K Roy
Proceedings of the ACM/IEEE International Symposium on Low Power Electronics …, 2020
112020
PIM-DRAM: Accelerating machine learning workloads using processing in commodity DRAM
S Roy, M Ali, A Raghunathan
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 11 (4 …, 2021
42021
Low-Precision Training in Logarithmic Number System using Multiplicative Weight Update
J Zhao, S Dai, R Venkatesan, B Zimmer, M Ali, MY Liu, B Khailany, ...
Thirty-fifth Conference on Neural Information Processing Systems, NeurIPS …, 2021
42021
Dynamic Read Current Sensing with Amplified Bit-line Voltage for STT-MRAMs
MF Ali, R Andrawis, K Roy
IEEE Transactions on Circuits and Systems II: Express Briefs 99 (99), 1-5, 2019
42019
Simulation of organic thin film transistor at both device and circuit levels
M Fayez, K Morsy, MN Sabry
International Conference on Aerospace Sciences and Aviation Technology 16 …, 2015
42015
Design tools for resistive crossbar based machine learning accelerators
I Chakraborty, S Roy, S Sridharan, M Ali, A Ankit, S Jain, A Raghunathan
2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021
22021
Digital and analog-mixed-signal in-memory processing in cmos sram
A Jaiswal, A Agrawal, I Chakraborty, MF Ali, K Roy
Proceedings of the 2019 on Great Lakes Symposium on VLSI, 371-371, 2019
22019
All-ink fabrication of a TIPS-pentacene OTFT using plotter printing technique in all-air environment
M Fayez, K Morsi, MN Sabry
2017 Intl Conf on Advanced Control Circuits Systems (ACCS) Systems & 2017 …, 2017
22017
LNS-Madam: Low-Precision Training in Logarithmic Number System Using Multiplicative Weight Update
J Zhao, S Dai, R Venkatesan, B Zimmer, M Ali, MY Liu, B Khailany, ...
IEEE Transactions on Computers 71 (12), 3179-3190, 2022
12022
Design of OFET-based differential amplifier with cascaded diode-connected load
M Fayez, KM Morsi, MN Sabry
2016 28th International Conference on Microelectronics (ICM), 93-96, 2016
12016
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