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전체선택

Design of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)

회의자료

issue: 2023 International Electron Devices Meeting (IEDM) Electron Devices Meeting (IEDM), 2023 International. :1-4 Dec, 2023
Author: Burr, G. W.
Tsai, H.
Simon, W.
Boybat, I.
Ambrogio, S.
Ho, C.-E.
Liou, Z.-W.
Rasch, M.
Buchel, J.
Narayanan, P.
Gordon, T.
Jain, S.
Levin, T. M.
Hosokawa, K.
Le Gallo, M.
Smith, H.
Ishii, M.
Kohda, Y.
Chen, A.
Mackin, C.
Fasoli, A.
ElMaghraoui, K.
Muralidhar, R.
Okazaki, A.
Chen, C. -T.
Frank, M. M.
Lammie, C.
Vasilopoulos, A.
Friz, A. M.
Luquin, J.
Teehan, S.
Ahsan, I.
Sebastian, A.
Narayanan, V.
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

ML-HW Co-Design of Noise-Robust TinyML Models and Always-On Analog Compute-in-Memory Edge Accelerator

학술저널

issue: IEEE Micro Micro, IEEE. 42(6):76-87 Jan, 2022
Author: Zhou, C.
Redondo, F.G.
Buchel, J.
Boybat, I.
Comas, X.T.
Nandakumar, S.R.
Das, S.
Sebastian, A.
Le Gallo, M.
Whatmough, P.N.
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE) 등재 - Web of Science (SCIE) 등재 - SCOPUS 조회 - Impact Factor (JCR)

HERMES-Core—A 1.59-TOPS/mm2 PCM on 14-nm CMOS In-Memory Compute Core Using 300-ps/LSB Linearized CCO-Based ADCs

학술저널

issue: IEEE Journal of Solid-State Circuits IEEE J. Solid-State Circuits Solid-State Circuits, IEEE Journal of. 57(4):1027-1038 Apr, 2022
Author: Khaddam-Aljameh, R.
Stanisavljevic, M.
Fornt Mas, J.
Karunaratne, G.
Brandli, M.
Liu, F.
Singh, A.
Muller, S.M.
Egger, U.
Petropoulos, A.
Antonakopoulos, T.
Brew, K.
Choi, S.
Ok, I.
Lie, F.L.
Saulnier, N.
Chan, V.
Ahsan, I.
Narayanan, V.
Nandakumar, S.R.
Le Gallo, M.
Francese, P.A.
Sebastian, A.
Eleftheriou, E.
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE) 등재 - Web of Science (SCIE) 등재 - SCOPUS 조회 - Impact Factor (JCR)

A Multi-Memristive Unit-Cell Array With Diagonal Interconnects for In-Memory Computing

학술저널

issue: IEEE Transactions on Circuits and Systems II: Express Briefs IEEE Trans. Circuits Syst. II Circuits and Systems II: Express Briefs, IEEE Transactions on. 68(12):3522-3526 Dec, 2021
Author: Khaddam-Aljameh, R.
Martemucci, M.
Kersting, B.
Le Gallo, M.
Bruce, R.L.
BrightSky, M.
Sebastian, A.
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE) 등재 - Web of Science (SCIE) 등재 - SCOPUS 조회 - Impact Factor (JCR)

Energy Efficient In-Memory Hyperdimensional Encoding for Spatio-Temporal Signal Processing

학술저널

issue: IEEE Transactions on Circuits and Systems II: Express Briefs IEEE Trans. Circuits Syst. II Circuits and Systems II: Express Briefs, IEEE Transactions on. 68(5):1725-1729 May, 2021
Author: Karunaratne, G.
Le Gallo, M.
Hersche, M.
Cherubini, G.
Benini, L.
Sebastian, A.
Rahimi, A.
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE) 등재 - Web of Science (SCIE) 등재 - SCOPUS 조회 - Impact Factor (JCR)

HERMES Core – A 14nm CMOS and PCM-based In-Memory Compute Core using an array of 300ps/LSB Linearized CCO-based ADCs and local digital processing

회의자료

issue: 2021 Symposium on VLSI Circuits VLSI Circuits, 2021 Symposium on. :1-2 Jun, 2021
Author: Khaddam-Aljameh, R.
Stanisavljevic, M.
Fornt Mas, J.
Karunaratne, G.
Braendli, M.
Liu, F.
Singh, A.
Muller, S. M.
Egger, U.
Petropoulos, A.
Antonakopoulos, T.
Brew, K.
Choi, S.
Ok, I.
Lie, F. L.
Saulnier, N.
Chan, V.
Ahsan, I.
Narayanan, V.
Nandakumar, S. R.
Le Gallo, M.
Francese, P. A.
Sebastian, A.
Eleftheriou, E.
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

An efficient synaptic architecture for artificial neural networks

회의자료

issue: 2017 17th Non-Volatile Memory Technology Symposium (NVMTS) Non-Volatile Memory Technology Symposium (NVMTS), 2017 17th. :1-4 Aug, 2017
Author: Boybat, I.
Le Gallo, M.
Nandakumar, S.R.
Moraitis, T.
Tuma, T.
Rajendran, B.
Leblebici, Y.
Sebastian, A.
Eleftheriou, E.
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

Compressed Sensing With Approximate Message Passing Using In-Memory Computing

학술저널

issue: IEEE Transactions on Electron Devices IEEE Trans. Electron Devices Electron Devices, IEEE Transactions on. 65(10):4304-4312 Oct, 2018
Author: Le Gallo, M.
Sebastian, A.
Cherubini, G.
Giefers, H.
Eleftheriou, E.
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE) 등재 - Web of Science (SCIE) 등재 - SCOPUS 조회 - Impact Factor (JCR)

Supervised learning in spiking neural networks with MLC PCM synapses

회의자료

issue: 2017 75th Annual Device Research Conference (DRC) Device Research Conference (DRC), 2017 75th Annual. :1-2 Jun, 2017
Author: Nandakumar, S. R.
Boybat, I.
Le Gallo, M.
Sebastian, A.
Rajendran, B.
Eleftheriou, E.
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

8-bit Precision In-Memory Multiplication with Projected Phase-Change Memory

회의자료

issue: 2018 IEEE International Electron Devices Meeting (IEDM) Electron Devices Meeting (IEDM), 2018 IEEE International. :27.7.1-27.7.4 Dec, 2018
Author: Giannopoulos, I.
Sebastian, A.
Le Gallo, M.
Jonnalagadda, V.P.
Sousa, M.
Boon, M.N.
Eleftheriou, E.
DB Label: Database : IEEE Xplore Digital Library

원문보기: Full Text (IEEE)

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