On Reconfiguring Memory-Centric AI Edge Devices for CIM

Hung Ming Chen; Cheng En Ni; Kang Yu Chang; Tzu Chieh Chiang; Shih Han Chang; Cheng Yu Chiang; Bo Cheng Lai; Chien Nan Liu; Shyh Jye Jou

doi:10.1109/ISOCC53507.2021.9613893

On Reconfiguring Memory-Centric AI Edge Devices for CIM

Hung Ming Chen, Cheng En Ni, Kang Yu Chang, Tzu Chieh Chiang, Shih Han Chang, Cheng Yu Chiang, Bo Cheng Lai, Chien Nan Liu, Shyh Jye Jou

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

In this paper, we continue our prior efforts on the fast generation of memory-centric Al edge devices with compute-in-memory (CIM) technology. From data mapping to design verification and layout automation, the proposed EDA solutions can help improve the design efficiency to reconfigure the devices for specific applications such as mobile net and keyword spotting.

Original language	English
Title of host publication	Proceedings - International SoC Design Conference 2021, ISOCC 2021
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	262-263
Number of pages	2
ISBN (Electronic)	9781665401746
DOIs	https://doi.org/10.1109/ISOCC53507.2021.9613893
State	Published - 2021
Event	18th International System-on-Chip Design Conference, ISOCC 2021 - Jeju Island, Korea, Republic of Duration: 6 Oct 2021 → 9 Oct 2021

Publication series

Name	Proceedings - International SoC Design Conference 2021, ISOCC 2021

Conference

Conference	18th International System-on-Chip Design Conference, ISOCC 2021
Country/Territory	Korea, Republic of
City	Jeju Island
Period	6/10/21 → 9/10/21

Keywords

AI edge device synthesis
Compute-In-Memory (CIM)
Reconfigurability

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10.1109/ISOCC53507.2021.9613893

Cite this

Chen, H. M., Ni, C. E., Chang, K. Y., Chiang, T. C., Chang, S. H., Chiang, C. Y., Lai, B. C., Liu, C. N., & Jou, S. J. (2021). On Reconfiguring Memory-Centric AI Edge Devices for CIM. In Proceedings - International SoC Design Conference 2021, ISOCC 2021 (pp. 262-263). (Proceedings - International SoC Design Conference 2021, ISOCC 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISOCC53507.2021.9613893

@inproceedings{20842caa75b44e0aa8e853fc4a5edb01,

title = "On Reconfiguring Memory-Centric AI Edge Devices for CIM",

abstract = "In this paper, we continue our prior efforts on the fast generation of memory-centric Al edge devices with compute-in-memory (CIM) technology. From data mapping to design verification and layout automation, the proposed EDA solutions can help improve the design efficiency to reconfigure the devices for specific applications such as mobile net and keyword spotting.",

keywords = "AI edge device synthesis, Compute-In-Memory (CIM), Reconfigurability",

author = "Chen, {Hung Ming} and Ni, {Cheng En} and Chang, {Kang Yu} and Chiang, {Tzu Chieh} and Chang, {Shih Han} and Chiang, {Cheng Yu} and Lai, {Bo Cheng} and Liu, {Chien Nan} and Jou, {Shyh Jye}",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 18th International System-on-Chip Design Conference, ISOCC 2021 ; Conference date: 06-10-2021 Through 09-10-2021",

year = "2021",

doi = "10.1109/ISOCC53507.2021.9613893",

language = "English",

series = "Proceedings - International SoC Design Conference 2021, ISOCC 2021",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "262--263",

booktitle = "Proceedings - International SoC Design Conference 2021, ISOCC 2021",

address = "美國",

}

Chen, HM, Ni, CE, Chang, KY, Chiang, TC, Chang, SH, Chiang, CY, Lai, BC , Liu, CN & Jou, SJ 2021, On Reconfiguring Memory-Centric AI Edge Devices for CIM. in Proceedings - International SoC Design Conference 2021, ISOCC 2021. Proceedings - International SoC Design Conference 2021, ISOCC 2021, Institute of Electrical and Electronics Engineers Inc., pp. 262-263, 18th International System-on-Chip Design Conference, ISOCC 2021, Jeju Island, Korea, Republic of, 6/10/21. https://doi.org/10.1109/ISOCC53507.2021.9613893

On Reconfiguring Memory-Centric AI Edge Devices for CIM. / Chen, Hung Ming; Ni, Cheng En; Chang, Kang Yu et al.
Proceedings - International SoC Design Conference 2021, ISOCC 2021. Institute of Electrical and Electronics Engineers Inc., 2021. p. 262-263 (Proceedings - International SoC Design Conference 2021, ISOCC 2021).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - On Reconfiguring Memory-Centric AI Edge Devices for CIM

AU - Chen, Hung Ming

AU - Ni, Cheng En

AU - Chang, Kang Yu

AU - Chiang, Tzu Chieh

AU - Chang, Shih Han

AU - Chiang, Cheng Yu

AU - Lai, Bo Cheng

AU - Liu, Chien Nan

AU - Jou, Shyh Jye

PY - 2021

Y1 - 2021

N2 - In this paper, we continue our prior efforts on the fast generation of memory-centric Al edge devices with compute-in-memory (CIM) technology. From data mapping to design verification and layout automation, the proposed EDA solutions can help improve the design efficiency to reconfigure the devices for specific applications such as mobile net and keyword spotting.

AB - In this paper, we continue our prior efforts on the fast generation of memory-centric Al edge devices with compute-in-memory (CIM) technology. From data mapping to design verification and layout automation, the proposed EDA solutions can help improve the design efficiency to reconfigure the devices for specific applications such as mobile net and keyword spotting.

KW - AI edge device synthesis

KW - Compute-In-Memory (CIM)

KW - Reconfigurability

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U2 - 10.1109/ISOCC53507.2021.9613893

DO - 10.1109/ISOCC53507.2021.9613893

M3 - Conference contribution

AN - SCOPUS:85123372545

T3 - Proceedings - International SoC Design Conference 2021, ISOCC 2021

SP - 262

EP - 263

BT - Proceedings - International SoC Design Conference 2021, ISOCC 2021

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 18th International System-on-Chip Design Conference, ISOCC 2021

Y2 - 6 October 2021 through 9 October 2021

ER -

Chen HM, Ni CE, Chang KY, Chiang TC, Chang SH, Chiang CY et al. On Reconfiguring Memory-Centric AI Edge Devices for CIM. In Proceedings - International SoC Design Conference 2021, ISOCC 2021. Institute of Electrical and Electronics Engineers Inc. 2021. p. 262-263. (Proceedings - International SoC Design Conference 2021, ISOCC 2021). doi: 10.1109/ISOCC53507.2021.9613893

On Reconfiguring Memory-Centric AI Edge Devices for CIM

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