An Analog Circuit Design for k-Winners-Take-All Operations

Xiaoyang Liu; Jun Wang

doi:10.1007/978-3-030-04239-4_60

An Analog Circuit Design for k-Winners-Take-All Operations

Xiaoyang Liu^*
, Jun Wang

^*Corresponding author for this work

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

4 Citations (Scopus)

Abstract

This paper designs an analog circuit for k-winners-take-all (kWTA) operations. The circuit is stable and finite-time convergent. The stable state of the circuit is equivalent to the optimal solution of the kWTA. Simulation results via SPICE substantiate the efficiency of the design.

Original language	English
Title of host publication	Neural Information Processing
Subtitle of host publication	25th International Conference, ICONIP 2018, Proceedings
Editors	Long Cheng, Andrew Chi Sing Leung, Seiichi Ozawa
Publisher	Springer, Cham
Pages	666-675
Volume	7
ISBN (Electronic)	9783030042394
ISBN (Print)	9783030042387
DOIs	https://doi.org/10.1007/978-3-030-04239-4_60
Publication status	Published - Dec 2018
Event	25th International Conference on Neural Information Processing (ICONIP 2018) - Sokha Siem Reap Resort & Convention Center, Siem Reap, Cambodia Duration: 13 Dec 2018 → 16 Dec 2018 https://conference.cs.cityu.edu.hk/iconip/

Publication series

Name	Lecture Notes in Computer Science (including subseries Theoretical Computer Science and General Issues)
Volume	11307
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	25th International Conference on Neural Information Processing (ICONIP 2018)
Abbreviated title	ICONIP 2018
Place	Cambodia
City	Siem Reap
Period	13/12/18 → 16/12/18
Internet address	https://conference.cs.cityu.edu.hk/iconip/

Research Keywords

Analog circuit design
k-winners-take-all
Recurrent neural network

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10.1007/978-3-030-04239-4_60

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Liu, X., & Wang, J. (2018). An Analog Circuit Design for k-Winners-Take-All Operations. In L. Cheng, A. C. S. Leung, & S. Ozawa (Eds.), Neural Information Processing: 25th International Conference, ICONIP 2018, Proceedings (Vol. 7, pp. 666-675). (Lecture Notes in Computer Science (including subseries Theoretical Computer Science and General Issues); Vol. 11307). Springer, Cham. https://doi.org/10.1007/978-3-030-04239-4_60

Liu, Xiaoyang ; Wang, Jun. / An Analog Circuit Design for k-Winners-Take-All Operations. Neural Information Processing: 25th International Conference, ICONIP 2018, Proceedings. editor / Long Cheng ; Andrew Chi Sing Leung ; Seiichi Ozawa. Vol. 7 Springer, Cham, 2018. pp. 666-675 (Lecture Notes in Computer Science (including subseries Theoretical Computer Science and General Issues)).

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title = "An Analog Circuit Design for k-Winners-Take-All Operations",

abstract = "This paper designs an analog circuit for k-winners-take-all (kWTA) operations. The circuit is stable and finite-time convergent. The stable state of the circuit is equivalent to the optimal solution of the kWTA. Simulation results via SPICE substantiate the efficiency of the design.",

keywords = "Analog circuit design, k-winners-take-all, Recurrent neural network",

author = "Xiaoyang Liu and Jun Wang",

year = "2018",

month = dec,

doi = "10.1007/978-3-030-04239-4\_60",

language = "English",

isbn = "9783030042387",

volume = "7",

series = "Lecture Notes in Computer Science (including subseries Theoretical Computer Science and General Issues)",

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pages = "666--675",

editor = "Long Cheng and Leung, \{Andrew Chi Sing\} and Ozawa, \{Seiichi \}",

booktitle = "Neural Information Processing",

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Liu, X & Wang, J 2018, An Analog Circuit Design for k-Winners-Take-All Operations. in L Cheng, ACS Leung & S Ozawa (eds), Neural Information Processing: 25th International Conference, ICONIP 2018, Proceedings. vol. 7, Lecture Notes in Computer Science (including subseries Theoretical Computer Science and General Issues), vol. 11307, Springer, Cham, pp. 666-675, 25th International Conference on Neural Information Processing (ICONIP 2018), Siem Reap, Cambodia, 13/12/18. https://doi.org/10.1007/978-3-030-04239-4_60

An Analog Circuit Design for k-Winners-Take-All Operations. / Liu, Xiaoyang; Wang, Jun.
Neural Information Processing: 25th International Conference, ICONIP 2018, Proceedings. ed. / Long Cheng; Andrew Chi Sing Leung; Seiichi Ozawa. Vol. 7 Springer, Cham, 2018. p. 666-675 (Lecture Notes in Computer Science (including subseries Theoretical Computer Science and General Issues); Vol. 11307).

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

T1 - An Analog Circuit Design for k-Winners-Take-All Operations

AU - Liu, Xiaoyang

AU - Wang, Jun

PY - 2018/12

Y1 - 2018/12

N2 - This paper designs an analog circuit for k-winners-take-all (kWTA) operations. The circuit is stable and finite-time convergent. The stable state of the circuit is equivalent to the optimal solution of the kWTA. Simulation results via SPICE substantiate the efficiency of the design.

AB - This paper designs an analog circuit for k-winners-take-all (kWTA) operations. The circuit is stable and finite-time convergent. The stable state of the circuit is equivalent to the optimal solution of the kWTA. Simulation results via SPICE substantiate the efficiency of the design.

KW - Analog circuit design

KW - k-winners-take-all

KW - Recurrent neural network

UR - https://www.scopus.com/pages/publications/85058989568

UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-85058989568&origin=recordpage

U2 - 10.1007/978-3-030-04239-4_60

DO - 10.1007/978-3-030-04239-4_60

M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 9783030042387

VL - 7

T3 - Lecture Notes in Computer Science (including subseries Theoretical Computer Science and General Issues)

SP - 666

EP - 675

BT - Neural Information Processing

A2 - Cheng, Long

A2 - Leung, Andrew Chi Sing

A2 - Ozawa, Seiichi

PB - Springer, Cham

T2 - 25th International Conference on Neural Information Processing (ICONIP 2018)

Y2 - 13 December 2018 through 16 December 2018

ER -

Liu X, Wang J. An Analog Circuit Design for k-Winners-Take-All Operations. In Cheng L, Leung ACS, Ozawa S, editors, Neural Information Processing: 25th International Conference, ICONIP 2018, Proceedings. Vol. 7. Springer, Cham. 2018. p. 666-675. (Lecture Notes in Computer Science (including subseries Theoretical Computer Science and General Issues)). Epub 2018 Nov 18. doi: 10.1007/978-3-030-04239-4_60

An Analog Circuit Design for k-Winners-Take-All Operations

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