Seuraa
Mustafa Ali
Mustafa Ali
Vahvistettu sähköpostiosoite verkkotunnuksessa microsoft.com
Nimike
Viittaukset
Viittaukset
Vuosi
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
992020
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
972019
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
802020
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
722020
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
492020
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
242021
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
242020
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
222020
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
192021
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
182020
OTFTs compact models: analysis, comparison, and insights
M Fayez, KM Morsi, MN Sabry
IET Circuits, Devices & Systems 11 (5), 409-420, 2017
182017
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
13*2021
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
102019
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
82021
Sourjya Roy, Shrihari Sridharan, Amogh Agrawal, Anand Raghunathan, and Kaushik Roy. Resistive crossbars as approximate hardware building blocks for machine learning …
I Chakraborty, M Ali, A Ankit, S Jain
Proceedings of the IEEE 108 (12), 2276-2310, 2020
62020
Compute-in-memory technologies and architectures for deep learning workloads
M Ali, S Roy, U Saxena, T Sharma, A Raghunathan, K Roy
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 30 (11 …, 2022
52022
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
42017
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
A 65 nm 1.4-6.7 tops/w adaptive-snr sparsity-aware cim core with load balancing support for dl workloads
M Ali, I Chakraborty, S Choudhary, M Chang, DE Kim, A Raychowdhury, ...
2023 IEEE Custom Integrated Circuits Conference (CICC), 1-2, 2023
32023
Sourjya Roy, S. Sridharan, Amogh Agrawal, A. Raghunathan, and K. Roy. Resistive crossbars as approximate hardware building blocks for machine learning: Opportunities and challenges
I Chakraborty, M Ali, A Ankit, S Jain
Proceedings of the IEEE 108, 2276-2310, 2020
32020
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Artikkelit 1–20