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Weighted Spintronic-Nano-Oscillator-based Neuromorphic Computing System Assisted by laser for Cognitive Computing

Deliverables

2D laser chip for initial experiments

2D laser chip for integration will be designed and fabricated for initial experiments

Plan for Quality Assurance

The plan for a smooth implementation of the project assuring a high quality will be presented

Primary WSHNOs and WSTNOs with optical access

Weighted oscillator with an optical access layer will be ready These are primary WSHNOs with the technology available at NanOsc and INL New materials will be used for novel WSHNOWSTNO later

Design of optical elements

Optical elements Lasers will be designed and fabricated

Dissemination, communication and exploitation plan

The plan for disseminationand the channels for communication as well as exploitation plan will be described in M6

Primary WSHNO/WSTNO network with optical access

Primary WSHNOWSTNO network with optical access will be implemented by NanOsc putting them in a network proper for integration with the rest of the blocks

Project website and logo

The official website of the project will be up and running The logo of the project will be designed and finalized

Data Management Plan

Data Management Plan will be presented addressing how the data will be stored and in case of need how other parties or third party can get access to

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Publications

Verilog-A-Based Analytical Modeling of Vortex Spin-Torque Nano Oscillator

Author(s): Sonal Shreya; Yasser Rezaeiyan; Alex Jenkins; Tim Böhnert; Hooman Farkhani; Ricardo Ferreira; Farshad Moradi
Published in: IEEE Transactions on Electron Devices, 2022, ISSN 0018-9383
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/ted.2022.3179994

Fabrication of voltage-gated spin Hall nano-oscillators

Author(s): Akash Kumar, Mona Rajabali, Victor Hugo González, Mohammad Zahedinejad, Afshin Houshang and Johan Åkerman
Published in: Nanoscale, 2022, ISSN 2040-3372
Publisher: Royal Society of Chemistry Publishing
DOI: 10.1039/d1nr07505e

2022 roadmap on neuromorphic computing and engineering 

Author(s): Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Marković, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo
Published in: IOPscience, 2022, ISSN 2634-4386
Publisher: IOPScience
DOI: 10.1088/2634-4386/ac4a83

Memory and Communication-in-Logic Using Vortex and Precessional Oscillations in a Magnetic Tunnel Junction

Author(s): Sonal Shreya; Milad Zamani; Yaseer Rezaeiyan; Hamdam Ghanatian; Tim Böhnert; Alex S. Jenkins; Ricardo Ferreira; Hooman Farkhani; Farshad Moradi
Published in: IEEE Magnetics Letters, 2022, ISSN 1949-3088
Publisher: IEEE
DOI: 10.1109/lmag.2022.3224676

Spin reorientation transition in CoFeB/MgO/CoFeB tunnel junction enabled by ultrafast laser-induced suppression of perpendicular magnetic anisotropy

Author(s): Leonid A. Shelukhin; Rashid R. Gareev; Vladyslav Zbarsky; Jakob Walowski; Markus Münzenberg; Nikolay A. Pertsev; Alexandra M. Kalashnikova
Published in: Crossref, 20403372, 2022, ISSN 2040-3372
Publisher: The Royal Society of Chemistry
DOI: 10.1039/d2nr00637e

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

Author(s): Leandro Martins, Alex S. Jenkins, Lara San Emeterio Alvarez, Jérôme Borme, Tim Böhnert, João Ventura, Paulo P. Freitas & Ricardo Ferreira
Published in: scientific reports, 2021, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-021-95569-4

HfO<sub>2</sub>-based resistive switching memory devices for neuromorphic computing

Author(s): S Brivio; S Spiga; D Ielmini
Published in: Neuromorphic Computing and Engineering, 1, 2022, ISSN 2634-4386
Publisher: IOPscience
DOI: 10.1088/2634-4386/ac9012

A self-adaptive hardware with resistive switching synapses for experience-based neurocomputing

Author(s): S. Bianchi, I. Muñoz-Martin, E. Covi, A. Bricalli, G. Piccolboni, A. Regev, G. Molas, J. F. Nodin, F. Andrieu, D. Ielmini
Published in: Nature Communications, 2023, ISSN 2041-1723
Publisher: Nature Publishing Group
DOI: 10.1038/s41467-023-37097-5

Memristive control of mutual spin Hall nano-oscillator synchronization for neuromorphic computing

Author(s): Mohammad Zahedinejad, Himanshu Fulara, Roman Khymyn, Afshin Houshang, Mykola Dvornik, Shunsuke Fukami, Shun Kanai, Hideo Ohno, Johan Åkerman
Published in: Nature Materials, 2022, ISSN 1476-1122
Publisher: Nature Publishing Group
DOI: 10.1038/s41563-021-01153-6

In-memory computing with emerging memory devices: status and outlook

Author(s): Mannocci, Piergiulio; Farronato, Matteo; Lepri, Nicola; Cattaneo, Lorenzo; Glukhov, Artem; Sun, Zhong; Ielmini, Daniele
Published in: APL Machine Learning, 2, 2023, ISSN 2770-9019
Publisher: AIP Publishing
DOI: 10.5281/zenodo.7375850

Neuromorphic Low-Power Inference on Memristive Crossbars With On-Chip Offset Calibration

Author(s): CHARANRAJ MOHAN, L. A. CAMUÑAS-MESA,JOSÉ M. DE LA ROSA,ELISA VIANELLO,TERESA SERRANO-GOTARREDONA, BERNABÉ LINARES-BARRANCO
Published in: IEEE Access, 2021, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3063437

Ionic-electronic halide perovskite memdiodes enabling neuromorphic computing with a second-order complexity

Author(s): ROHIT ABRAHAM JOHN , ALESSANDRO MILOZZI, SERGEY TSAREV, ROLF BRÖNNIMANN, SIMON C. BOEHME, ERFU WU, IVAN SHORUBALKO, MAKSYM V. KOVALENKO, DANIELE IELMINI
Published in: Science Advances, 2022, ISSN 2375-2548
Publisher: American Association for the Advancement of Science
DOI: 10.1126/sciadv.ade0072

Optothermal control of spin Hall nano-oscillators

Author(s): Shreyas Muralidhar, Afshin Houshang, Ademir Alemán, Roman Khymyn, Ahmad A. Awad, Johan Åkerman
Published in: arXiv, physics, 2022, ISSN 2331-8422
Publisher: arxiv
DOI: 10.48550/arxiv.2201.12378

2022 Roadmap on Neuromorphic Computing and Engineering

Author(s): "Christensen, Dennis Valbj&#248; rn; Dittmann, Regina; Linares-Barranco, Bernabe; Sebastian, Abu; Le Gallo, Manuel; Redaelli, Andrea; Slesazeck, Stefan; Mikolajick, Thomas; Spiga, Sabina; Menzel, Stephan; Valov, Ilia; Milano, Gianluca; Ricciardi, Carlo; Liang, Shi-Jun; Miao, Feng; Lanza, Mario; Quill, Tyler J.; Keene, Scott Tom; Salleo, Alberto; Grollier, Julie; Markovic, Danijela; Mizrahi, Alice;"
Published in: Crossref, 23318422, 2022, ISSN 2331-8422
Publisher: arxiv
DOI: 10.48550/arxiv.2105.05956

Phase noise analysis of mutually synchronized spin Hall nano-oscillators

Author(s): Artem Litvinenko, Akash Kumar, Mona Rajabali, Ahmad A. Awad, Roman Khymyn, Johan Akerman
Published in: Arxiv, 2023
Publisher: Arxiv
DOI: 10.48550/arxiv.2303.18097

Spin-Orbit Torque Flash Analog-to-Digital Converter

Author(s): Hamdam Ghanatian, Luana Benetti, Pedro Anacleto, Tim Bohnert, Hooman Farkhani, Ricardo Ferreira, Farshad Moradi
Published in: 2023
Publisher: Arxiv
DOI: 10.48550/arxiv.2301.03232

The impact of local pinning sites in magnetic tunnel junctions with non-homogeneous free layers

Author(s): Alex. S. Jenkins, Leandro Martins, Luana Benetti, Alejandro Schulman, Pedro Anacleto, Marcel Claro, Elvira Paz, Ihsan Çaha, Francis Leonard Deepak, Ricardo Ferreira
Published in: Arxiv, 2023
Publisher: Arxiv
DOI: 10.48550/arxiv.2304.08228

Optimizing Electronic and Optical Responses of Novel Spin Transfer Torque-based Magnetic Tunnel Junctions with High Tunnel Magnetoresistance and Low Critical Currents

Author(s): Tahereh Sadat Parvini, Elvira Paz, Tim Böhnert, Alejandro Schulman, Luana Benetti, Jakob Walowski, Farshad Moradi, Ricardo Ferreira, Markus Münzenberg
Published in: 2023
Publisher: Arxiv
DOI: 10.48550/arxiv.2303.12450

Novel programmable single pulse generator for producing pulse widths in different time scales

Author(s): Hamidreza Erfanijazi,Teresa Serrano-Gotarredona,Bernabe Linares-Barranco
Published in: International Conference on Content-Based Multimedia Indexing (CBMI), 2021
Publisher: IEEE
DOI: 10.1109/cbmi50038.2021.9461883

Implementation of Binary Stochastic STDP Learning Using Chalcogenide-Based Memristive Devices

Author(s): Charanraj Mohan; Luis A. Camunas-Mesa; J.M. de la Rosa; Teresa Serrano-Gotarredona; Bernabe Linares-Barranco
Published in: ISCAS, 1, 2021
Publisher: IEEE
DOI: 10.1109/iscas51556.2021.9401159