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Hossein Valavi
Hossein Valavi
princeton.edu의 이메일 확인됨
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In-memory computing: Advances and prospects
N Verma, H Jia, H Valavi, Y Tang, M Ozatay, LY Chen, B Zhang, ...
IEEE solid-state circuits magazine 11 (3), 43-55, 2019
4062019
A 64-tile 2.4-Mb in-memory-computing CNN accelerator employing charge-domain compute
H Valavi, PJ Ramadge, E Nestler, N Verma
IEEE Journal of Solid-State Circuits 54 (6), 1789-1799, 2019
3352019
A programmable heterogeneous microprocessor based on bit-scalable in-memory computing
H Jia, H Valavi, Y Tang, J Zhang, N Verma
IEEE Journal of Solid-State Circuits 55 (9), 2609-2621, 2020
1952020
A mixed-signal binarized convolutional-neural-network accelerator integrating dense weight storage and multiplication for reduced data movement
H Valavi, PJ Ramadge, E Nestler, N Verma
2018 IEEE Symposium on VLSI Circuits, 141-142, 2018
1752018
15.1 a programmable neural-network inference accelerator based on scalable in-memory computing
H Jia, M Ozatay, Y Tang, H Valavi, R Pathak, J Lee, N Verma
2021 IEEE International Solid-State Circuits Conference (ISSCC) 64, 236-238, 2021
158*2021
Scalable and programmable neural network inference accelerator based on in-memory computing
H Jia, M Ozatay, Y Tang, H Valavi, R Pathak, J Lee, N Verma
IEEE Journal of Solid-State Circuits 57 (1), 198-211, 2021
842021
Fully row/column-parallel in-memory computing SRAM macro employing capacitor-based mixed-signal computation with 5-b inputs
J Lee, H Valavi, Y Tang, N Verma
2021 Symposium on VLSI Circuits, 1-2, 2021
782021
A microprocessor implemented in 65nm CMOS with configurable and bit-scalable accelerator for programmable in-memory computing
H Jia, Y Tang, H Valavi, J Zhang, N Verma
arXiv preprint arXiv:1811.04047, 2018
452018
Analog switched-capacitor neural network
EG Nestler, N Verma, H Valavi
US Patent 11,263,522, 2022
322022
Configurable in memory computing engine, platform, bit cells and layouts therefore
N Verma, H Valavi, H Jia
US Patent 11,669,446, 2023
192023
A Programmable Embedded Microprocessor for Bit-scalable In-memory Computing.
H Jia, H Valavi, Y Tang, J Zhang, N Verma
Hot Chips Symposium, 1-29, 2019
142019
Revisiting the landscape of matrix factorization
H Valavi, S Liu, P Ramadge
International Conference on Artificial Intelligence and Statistics, 1629-1638, 2020
52020
The landscape of matrix factorization revisited
H Valavi, S Liu, PJ Ramadge
arXiv preprint arXiv:2002.12795, 2020
42020
Scalable array architecture for in-memory computing
H Jia, M Ozatay, H Valavi, N Verma
US Patent App. 17/797,833, 2023
32023
Multi-dataset low-rank matrix factorization
H Valavi, PJ Ramadge
2019 53rd Annual Conference on Information Sciences and Systems (CISS), 1-5, 2019
22019
An upper-bound on the required size of a neural network classifier
H Valavi, PJ Ramadge
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
22018
Configurable in memory computing engine, platform, bit cells and layouts therefore
N Verma, H Valavi, H Jia
US Patent 12,007,890, 2024
12024
Hardware Acceleration to Address the Costs of Data Movement
H Valavi
https://pqdtopen.proquest.com/pubnum/27548046.html, 2020
12020
Configurable in memory computing engine, platform, bit cells and layouts therefore
N Verma, H Valavi, H Jia
US Patent App. 18/738,851, 2024
2024
Analog switched-capacitor neural network
EG Nestler, N Verma, H Valavi
US Patent 12,061,977, 2024
2024
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