Roadmap to neuromorphic computing with emerging technologies

• Adnan Mehonic,
• Daniele Ielmini,
• Kaushik Roy,
• Onur Mutlu,
• Shahar Kvatinsky,
• Teresa Serrano-Gotarredona,
• Bernabe Linares-Barranco,
• Sabina Spiga,
• Sergey Savel’ev,
• Alexander G. Balanov,
• Nitin Chawla,
• Giuseppe Desoli,
• Gerardo Malavena,
• Christian Monzio Compagnoni,
• Zhongrui Wang,
• J. Joshua Yang,
• Syed Ghazi Sarwat,
• Abu Sebastian,
• Thomas Mikolajick,
• Stefan Slesazeck,
• Beatriz Noheda,
• Bernard Dieny,
• Tuo-Hung (Alex) Hou,
• Akhil Varri,
• Frank Brückerhoff-Plückelmann,
• Wolfram Pernice,
• Xixiang Zhang,
• Sebastian Pazos,
• Mario Lanza,
• Stefan Wiefels,
• Regina Dittmann,
• Wing H. Ng,
• Mark Buckwell,
• Horatio R. J. Cox,
• Daniel J. Mannion,
• Anthony J. Kenyon,
• Yingming Lu,
• Yuchao Yang,
• Damien Querlioz,
• Louis Hutin,
• Elisa Vianello,
• Sayeed Shafayet Chowdhury,
• Piergiulio Mannocci,
• Yimao Cai,
• Zhong Sun,
• Giacomo Pedretti,
• John Paul Strachan,
• Dmitri Strukov,
• Manuel Le Gallo,
• Stefano Ambrogio,
• Ilia Valov,
• Rainer Waser

Affiliations

Adnan Mehonic

Department of Electronic and Electrical Engineering, UCL, Torrington Place, London WC1E 7JE, United Kingdom

Daniele Ielmini

Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza L. da Vinci 32, 20133 Milano, Italy

Kaushik Roy

School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana 47907, USA

Onur Mutlu

Department of Information Technology and Electrical Engineering, ETH Zurich, Gloriastrasse 35, 8092 Zurich, Switzerland

Shahar Kvatinsky

Andrew and Erna Viterbi Faculty of Electrical and Computer Engineering, Technion–Israel Institute of Technology, Haifa 3200003, Israel

Teresa Serrano-Gotarredona

Instituto de Microelectrónica de Sevilla (IMSE-CNM), CSIC and University of Seville, Avda. Américo Vespucio 28, 41092 Seville, Spain

Bernabe Linares-Barranco

Instituto de Microelectrónica de Sevilla (IMSE-CNM), CSIC and University of Seville, Avda. Américo Vespucio 28, 41092 Seville, Spain

Sabina Spiga

CNR-IMM Unit of Agrate Brianza, Via C. Olivetti 2, 20864 Agrate Brianza (MB), Italy

Sergey Savel’ev

Department of Physics, Loughborough University, Epinal Way, Loughborough LE11 3TU, United Kingdom

Alexander G. Balanov

Department of Physics, Loughborough University, Epinal Way, Loughborough LE11 3TU, United Kingdom

Nitin Chawla

STMicroelectronics, Knowledge Park III, Greater Noida 201304, India

Giuseppe Desoli

STMicroelectronics S.p.A., System Research and Application, Via Tolomeo 1, 20010 Cornaredo (MI), Italy

Gerardo Malavena

Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza L. da Vinci 32, 20133 Milano, Italy

Christian Monzio Compagnoni

Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza L. da Vinci 32, 20133 Milano, Italy

Zhongrui Wang

Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, California 90089, USA

J. Joshua Yang

Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, California 90089, USA

Syed Ghazi Sarwat

IBM Research Europe, Säumerstrasse 4, 8803 Rüschlikon, Switzerland

Abu Sebastian

IBM Research Europe, Säumerstrasse 4, 8803 Rüschlikon, Switzerland

Thomas Mikolajick

NaMLab gGmbH, Nöthnitzer Stasse. 64a, 01187 Dresden, Germany

Stefan Slesazeck

NaMLab gGmbH, Nöthnitzer Stasse. 64a, 01187 Dresden, Germany

Beatriz Noheda

Zernike Institute for Advanced Materials and CogniGron Center, University of Groningen, Nijenborgh 4, 9747 AG Groningen, The Netherlands

Bernard Dieny

CEA, CNRS, SPINTEC, Univ. Grenoble Alpes, rue des Martyrs, 38000 Grenoble, France

Tuo-Hung (Alex) Hou

Institute of Electronics, National Yang Ming Chiao Tung University, 1001 University Road, Hsinchu 30010, Taiwan

Akhil Varri

Institute of Physics, University of Münster, Heisenbergstraße 11, 48149 Münster, Germany

Frank Brückerhoff-Plückelmann

Institute of Physics, University of Münster, Heisenbergstraße 11, 48149 Münster, Germany

Wolfram Pernice

Institute of Physics, University of Münster, Heisenbergstraße 11, 48149 Münster, Germany

Xixiang Zhang

Physical Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia

Sebastian Pazos

Physical Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia

Mario Lanza

Department of Materials Science and Engineering, National University of Singapore, Singapore 117575, Singapore

Stefan Wiefels

Peter Grünberg Institute 7, Forschungszentrum Jülich GmbH, 52428 Jülich, Germany

Regina Dittmann

Peter Grünberg Institute 7, Forschungszentrum Jülich GmbH, 52428 Jülich, Germany

Wing H. Ng

Department of Electronic and Electrical Engineering, UCL, Torrington Place, London WC1E 7JE, United Kingdom

Mark Buckwell

Department of Electronic and Electrical Engineering, UCL, Torrington Place, London WC1E 7JE, United Kingdom

Horatio R. J. Cox

Department of Electronic and Electrical Engineering, UCL, Torrington Place, London WC1E 7JE, United Kingdom

Daniel J. Mannion

The Alan Turing Institute, British Library, 96 Euston Road, London NW1 2DB, United Kingdom

Anthony J. Kenyon

Department of Electronic and Electrical Engineering, UCL, Torrington Place, London WC1E 7JE, United Kingdom

Yingming Lu

School of Integrated Circuits, Peking University, Beijing 100871, China

Yuchao Yang

School of Integrated Circuits, Peking University, Beijing 100871, China

Damien Querlioz

CNRS, Centre de Nanosciences et de Nanotechnologies, Université Paris-Saclay, 91120 Palaiseau, France

Louis Hutin

CEA LETI, MINATEC Campus, 17 rue des Martyrs, Grenoble 38054, France

Elisa Vianello

CEA LETI, MINATEC Campus, 17 rue des Martyrs, Grenoble 38054, France

Sayeed Shafayet Chowdhury

School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana 47907, USA

Piergiulio Mannocci

Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza L. da Vinci 32, 20133 Milano, Italy

Yimao Cai

Institute for Artificial Intelligence and School of Integrated Circuits, Peking University, No. 5 Yiheyuan Road, Haidian District, Beijing 100871, China

Zhong Sun

Institute for Artificial Intelligence and School of Integrated Circuits, Peking University, No. 5 Yiheyuan Road, Haidian District, Beijing 100871, China

Giacomo Pedretti

Hewlett Packard Labs, 820 N McCartney Rd., Milpitas, California 95035, USA

John Paul Strachan

Peter Grünberg Institute (PGI-14) for Neuromorphic Compute Nodes, Forschungszentrum Jülich GmbH, 52428 Jülich, Germany

Dmitri Strukov

Department of Electrical and Computer Engineering, University of California, Santa Barbara, California 93106, USA

Manuel Le Gallo

IBM Research Europe, Säumerstrasse 4, 8803 Rüschlikon, Switzerland

Stefano Ambrogio

IBM Research-Almaden, 650 Harry Road San Jose, California 95120, USA

Ilia Valov

Peter Gruenberg Institute 7 (PGI7) and JARA-FIT Research Centre, Juelich, Wilhelm-Johnen-Straße, 52425 Juelich, Germany

Rainer Waser

Peter Gruenberg Institute 7 (PGI7) and JARA-FIT Research Centre, Juelich, Wilhelm-Johnen-Straße, 52425 Juelich, Germany