Low energy implementation of feedforward neural network with backpropagation algorithm using a spin orbit torque driven skyrmionic device

被引：0

作者：

Saxena, U. ^{[1
]}

Kaushik, D. ^{[1
]}

Bansal, M. ^{[1
]}

Chandel, H. ^{[1
]}

Sahu, U. ^{[1
]}

Bhowmik, D. ^{[1
]}

机构：

[1] Indian Inst Technol Delhi, Elect Engn, New Delhi, India

来源：

2018 IEEE INTERNATIONAL MAGNETIC CONFERENCE (INTERMAG) | 2018年

关键词：

MOTION;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

引用

页数：1

共 10 条

[1]

[Anonymous], 1994, Neural networks: a comprehensive foundation

[2] Deterministic Domain Wall Motion Orthogonal To Current Flow Due To Spin Orbit Torque [J].

Bhowmik, Debanjan ;

Nowakowski, Mark E. ;

You, Long ;

Lee, OukJae ;

Keating, David ;

Wong, Mark ;

Bokor, Jeffrey ;

Salahuddin, Sayeef .

SCIENTIFIC REPORTS, 2015, 5

[3]

Duna S., 2015, AIP ADV, V5

[4]

Emori S, 2013, NAT MATER, V12, P611, DOI [10.1038/NMAT3675, 10.1038/nmat3675]

[5] Spintronic Nanodevices for Bioinspired Computing [J].

Grollier, Julie ;

Querlioz, Damien ;

Stiles, Mark D. .

PROCEEDINGS OF THE IEEE, 2016, 104 (10) :2024-2039

[6] Deep learning [J].

LeCun, Yann ;

Bengio, Yoshua ;

Hinton, Geoffrey .

NATURE, 2015, 521 (7553) :436-444

[7]

Sampaio J, 2013, NAT NANOTECHNOL, V8, P839, DOI [10.1038/nnano.2013.210, 10.1038/nnano.2013.233, 10.1038/NNANO.2013.210]

[8]

Sengupta A., 2016, IEEE T BIOMEDICAL CI, V10

[9] Encoding neural and synaptic functionalities in electron spin: A pathway to efficient neuromorphic computing [J].

Sengupta, Abhronil ;

Roy, Kaushik .

APPLIED PHYSICS REVIEWS, 2017, 4 (04)

[10] The design and verification of MuMax3 [J].

Vansteenkiste, Arne ;

Leliaert, Jonathan ;

Dvornik, Mykola ;

Helsen, Mathias ;

Garcia-Sanchez, Felipe ;

Van Waeyenberge, Bartel .

AIP ADVANCES, 2014, 4 (10)

← 1 →