Pagliarini, S.N., Bhuin, S., Isgenc, M.M., Biswas, A.K., Pileggi, L.

A probabilistic synapse with strained MTJs for Spiking Neural Networks

author

Pagliarini, Samuel Nascimento

Bhuin, Sudipta

Isgenc, Mehmet Meric

Biswas, Ayan Kumar

Pileggi, Larry

statement of authorship

Samuel N. Pagliarini, Sudipta Bhuin, Mehmet Meric Isgenc, Ayan Kumar Biswas, Larry Pileggi

source

IEEE Transactions on Neural Networks and Learning Systems

publisher

IEEE

journal volume number month

vol. 31, no. 4

year of publication

2020

pages

p. 1113-1123 : ill

url

https://doi.org/10.1109/TNNLS.2019.2917819

subject term

tehisnärvivõrgud

sünapsid

tehisõpe

keyword

Handwritten digit recognition

magnetic tunnel junction (MTJ)

spiking neural network (SNN)

stochastic synapse

straintronics

ISSN

2162-237X

2162-2388

notes

Bibliogr.: 40 ref

scientific publication

teaduspublikatsioon

classifier

1.1

TTÜ department

arvutisüsteemide instituut

language

inglise

Uurimisrühm

Centre for hardware security

Pagliarini, S.N., Bhuin, S., Isgenc, M.M., Biswas, A.K., Pileggi, L. A probabilistic synapse with strained MTJs for Spiking Neural Networks // IEEE Transactions on Neural Networks and Learning Systems (2020) vol. 31, no. 4, p. 1113-1123 : ill. https://doi.org/10.1109/TNNLS.2019.2917819