Literature DB >> 34373533

Non-volatile artificial synapse based on a vortex nano-oscillator.

Leandro Martins1,2, Alex S Jenkins3, Lara San Emeterio Alvarez3, Jérôme Borme3, Tim Böhnert3, João Ventura4, Paulo P Freitas3, Ricardo Ferreira3.   

Abstract

In this work, a new mechanism to combine a non-volatile behaviour with the spin diode detection of a vortex-based spin torque nano-oscillator (STVO) is presented. Experimentally, it is observed that the spin diode response of the oscillator depends on the vortex chirality. Consequently, fixing the frequency of the incoming signal and switching the vortex chirality results in a different rectified voltage. In this way, the chirality can be deterministically controlled via the application of electrical signals injected locally in the device, resulting in a non-volatile control of the output voltage for a given input frequency. Micromagnetic simulations corroborate the experimental results and show the main contribution of the Oersted field created by the input RF current density in defining two distinct spin diode detections for different chiralities. By using two non-identical STVOs, we show how these devices can be used as programmable non-volatile synapses in artificial neural networks.
© 2021. The Author(s).

Entities:  

Year:  2021        PMID: 34373533     DOI: 10.1038/s41598-021-95569-4

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  14 in total

1.  Synchronization dynamics on the picosecond time scale in coupled Josephson junction neurons.

Authors:  K Segall; M LeGro; S Kaplan; O Svitelskiy; S Khadka; P Crotty; D Schult
Journal:  Phys Rev E       Date:  2017-03-22       Impact factor: 2.529

2.  A fully programmable 100-spin coherent Ising machine with all-to-all connections.

Authors:  Peter L McMahon; Alireza Marandi; Yoshitaka Haribara; Ryan Hamerly; Carsten Langrock; Shuhei Tamate; Takahiro Inagaki; Hiroki Takesue; Shoko Utsunomiya; Kazuyuki Aihara; Robert L Byer; M M Fejer; Hideo Mabuchi; Yoshihisa Yamamoto
Journal:  Science       Date:  2016-10-20       Impact factor: 47.728

3.  A bioinspired flexible organic artificial afferent nerve.

Authors:  Yeongin Kim; Alex Chortos; Wentao Xu; Yuxin Liu; Jin Young Oh; Donghee Son; Jiheong Kang; Amir M Foudeh; Chenxin Zhu; Yeongjun Lee; Simiao Niu; Jia Liu; Raphael Pfattner; Zhenan Bao; Tae-Woo Lee
Journal:  Science       Date:  2018-06-01       Impact factor: 47.728

4.  Vowel recognition with four coupled spin-torque nano-oscillators.

Authors:  Miguel Romera; Philippe Talatchian; Sumito Tsunegi; Flavio Abreu Araujo; Vincent Cros; Paolo Bortolotti; Juan Trastoy; Kay Yakushiji; Akio Fukushima; Hitoshi Kubota; Shinji Yuasa; Maxence Ernoult; Damir Vodenicarevic; Tifenn Hirtzlin; Nicolas Locatelli; Damien Querlioz; Julie Grollier
Journal:  Nature       Date:  2018-10-29       Impact factor: 49.962

5.  Artificial brains. A million spiking-neuron integrated circuit with a scalable communication network and interface.

Authors:  Paul A Merolla; John V Arthur; Rodrigo Alvarez-Icaza; Andrew S Cassidy; Jun Sawada; Filipp Akopyan; Bryan L Jackson; Nabil Imam; Chen Guo; Yutaka Nakamura; Bernard Brezzo; Ivan Vo; Steven K Esser; Rathinakumar Appuswamy; Brian Taba; Arnon Amir; Myron D Flickner; William P Risk; Rajit Manohar; Dharmendra S Modha
Journal:  Science       Date:  2014-08-07       Impact factor: 47.728

6.  Two-dimensional mutually synchronized spin Hall nano-oscillator arrays for neuromorphic computing.

Authors:  Mohammad Zahedinejad; Ahmad A Awad; Shreyas Muralidhar; Roman Khymyn; Himanshu Fulara; Hamid Mazraati; Mykola Dvornik; Johan Åkerman
Journal:  Nat Nanotechnol       Date:  2019-12-23       Impact factor: 39.213

7.  Neuromorphic computing with nanoscale spintronic oscillators.

Authors:  Jacob Torrejon; Mathieu Riou; Flavio Abreu Araujo; Sumito Tsunegi; Guru Khalsa; Damien Querlioz; Paolo Bortolotti; Vincent Cros; Kay Yakushiji; Akio Fukushima; Hitoshi Kubota; Shinji Yuasa; Mark D Stiles; Julie Grollier
Journal:  Nature       Date:  2017-07-26       Impact factor: 49.962

8.  RNA splicing. The human splicing code reveals new insights into the genetic determinants of disease.

Authors:  Hui Y Xiong; Babak Alipanahi; Leo J Lee; Hannes Bretschneider; Daniele Merico; Ryan K C Yuen; Yimin Hua; Serge Gueroussov; Hamed S Najafabadi; Timothy R Hughes; Quaid Morris; Yoseph Barash; Adrian R Krainer; Nebojsa Jojic; Stephen W Scherer; Benjamin J Blencowe; Brendan J Frey
Journal:  Science       Date:  2014-12-18       Impact factor: 47.728

9.  Mimicking efferent nerves using a graphdiyne-based artificial synapse with multiple ion diffusion dynamics.

Authors:  Huanhuan Wei; Rongchao Shi; Lin Sun; Haiyang Yu; Jiangdong Gong; Chao Liu; Zhipeng Xu; Yao Ni; Jialiang Xu; Wentao Xu
Journal:  Nat Commun       Date:  2021-02-16       Impact factor: 14.919

10.  Ultra-fast artificial neuron: generation of picosecond-duration spikes in a current-driven antiferromagnetic auto-oscillator.

Authors:  Roman Khymyn; Ivan Lisenkov; James Voorheis; Olga Sulymenko; Oleksandr Prokopenko; Vasil Tiberkevich; Johan Akerman; Andrei Slavin
Journal:  Sci Rep       Date:  2018-10-24       Impact factor: 4.379

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