Variation-Aware Non-linear Mapping for Honey-Memristor Based Neuromorphic System

Harshvardhan Uppaluru; Md Mehedi Hasan Tanim; Md Omar Faruque; Mohammed Rafeeq Khan; Zoe Templin; Feng Zhao; Jinhui Wang

doi:10.1109/ICONS62911.2024.00013

Variation-Aware Non-linear Mapping for Honey-Memristor Based Neuromorphic System

Harshvardhan Uppaluru
, Md Mehedi Hasan Tanim
, Md Omar Faruque
, Mohammed Rafeeq Khan
, Zoe Templin
, Feng Zhao
, Jinhui Wang

University of South Alabama
Washington State University Vancouver

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

Original language	English
Title of host publication	Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	32-38
Number of pages	7
ISBN (Electronic)	9798350368659
DOIs	https://doi.org/10.1109/ICONS62911.2024.00013
State	Published - 2024
Externally published	Yes
Event	2024 International Conference on Neuromorphic Systems, ICONS 2024 - Arlington, United States Duration: Jul 30 2024 → Aug 2 2024

Publication series

Name	Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024

Conference

Conference	2024 International Conference on Neuromorphic Systems, ICONS 2024
Country/Territory	United States
City	Arlington
Period	7/30/24 → 8/2/24

ASJC Scopus Subject Areas

Artificial Intelligence
Computer Science Applications
Computer Vision and Pattern Recognition
Signal Processing
Modeling and Simulation

Keywords

Accuracy
Emerging devices
Natural Organic Memristors
Neuromorphic system
Non-linearity

Access to Document

10.1109/ICONS62911.2024.00013

Cite this

Uppaluru, H., Tanim, M. M. H., Faruque, M. O., Khan, M. R., Templin, Z., Zhao, F., & Wang, J. (2024). Variation-Aware Non-linear Mapping for Honey-Memristor Based Neuromorphic System. In Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024 (pp. 32-38). (Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICONS62911.2024.00013

Variation-Aware Non-linear Mapping for Honey-Memristor Based Neuromorphic System. / Uppaluru, Harshvardhan; Tanim, Md Mehedi Hasan; Faruque, Md Omar et al.
Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024. Institute of Electrical and Electronics Engineers Inc., 2024. p. 32-38 (Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024).

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

Uppaluru, H, Tanim, MMH, Faruque, MO, Khan, MR, Templin, Z, Zhao, F & Wang, J 2024, Variation-Aware Non-linear Mapping for Honey-Memristor Based Neuromorphic System. in Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024. Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024, Institute of Electrical and Electronics Engineers Inc., pp. 32-38, 2024 International Conference on Neuromorphic Systems, ICONS 2024, Arlington, United States, 7/30/24. https://doi.org/10.1109/ICONS62911.2024.00013

Uppaluru H, Tanim MMH, Faruque MO, Khan MR, Templin Z, Zhao F et al. Variation-Aware Non-linear Mapping for Honey-Memristor Based Neuromorphic System. In Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024. Institute of Electrical and Electronics Engineers Inc. 2024. p. 32-38. (Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024). doi: 10.1109/ICONS62911.2024.00013

Uppaluru, Harshvardhan ; Tanim, Md Mehedi Hasan ; Faruque, Md Omar et al. / Variation-Aware Non-linear Mapping for Honey-Memristor Based Neuromorphic System. Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024. Institute of Electrical and Electronics Engineers Inc., 2024. pp. 32-38 (Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024).

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title = "Variation-Aware Non-linear Mapping for Honey-Memristor Based Neuromorphic System",

keywords = "Accuracy, Emerging devices, Natural Organic Memristors, Neuromorphic system, Non-linearity",

author = "Harshvardhan Uppaluru and Tanim, \{Md Mehedi Hasan\} and Faruque, \{Md Omar\} and Khan, \{Mohammed Rafeeq\} and Zoe Templin and Feng Zhao and Jinhui Wang",

note = "Publisher Copyright: {\textcopyright} 2024 IEEE.; 2024 International Conference on Neuromorphic Systems, ICONS 2024 ; Conference date: 30-07-2024 Through 02-08-2024",

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doi = "10.1109/ICONS62911.2024.00013",

language = "English",

series = "Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024",

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AU - Uppaluru, Harshvardhan

AU - Tanim, Md Mehedi Hasan

AU - Faruque, Md Omar

AU - Khan, Mohammed Rafeeq

AU - Templin, Zoe

AU - Zhao, Feng

AU - Wang, Jinhui

PY - 2024

Y1 - 2024

KW - Accuracy

KW - Emerging devices

KW - Natural Organic Memristors

KW - Neuromorphic system

KW - Non-linearity

UR - https://www.scopus.com/pages/publications/85214691149

UR - https://www.scopus.com/pages/publications/85214691149#tab=citedBy

U2 - 10.1109/ICONS62911.2024.00013

DO - 10.1109/ICONS62911.2024.00013

M3 - Conference contribution

AN - SCOPUS:85214691149

T3 - Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024

SP - 32

EP - 38

BT - Proceedings - 2024 International Conference on Neuromorphic Systems, ICONS 2024

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2024 International Conference on Neuromorphic Systems, ICONS 2024

Y2 - 30 July 2024 through 2 August 2024

ER -

Variation-Aware Non-linear Mapping for Honey-Memristor Based Neuromorphic System

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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