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Symposium ED2 : Materials and Devices for Neuromorphic-Engineering and Brain-Inspired Computing

2017-04-18   Show All Abstracts

Symposium Organizers

Rong Zhao, Singapore University of Technology and Design
Ilya Karpov, Intel Corporation
Barbara De Salvo, Leti, CED-TECH
Luping Shi, Tsinghua University
ED2.1: Neuromorphic System I
Session Chairs
Jennifer Rupp
Luping Shi
Tuesday AM, April 18, 2017
PCC North, 100 Level, Room 126 A

10:30 AM - *ED2.1.01
A Hybrid Neuromorphic Computing System with Advanced Learning Capabilities

Karlheinz Meier 1
1 , Heidelberg University, Heidelberg Germany

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11:00 AM - ED2.1.02
HfO2-Based Devices for Neuromorphic Network with Real-Time Operation

Jacopo Frascaroli 1 , Stefano Brivio 1 , Erika Covi 1 , Paolo Lorenzi 2 , Manu Nair 3 , Fernanda Irrera 2 , Giacomo Indiveri 3 , Sabina Spiga 1
1 , IMM-CNR, Agrate Brianza Italy, 2 Department of Information Engineering, Electronics and Telecommunication, “Sapienza” University of Rome, Rome Italy, 3 Institute of Neuroinformatics, University of Zürich and ETH Zürich, Zurich Switzerland

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11:15 AM - ED2.1.03
Organic and Organic-Inorganic Hybrid Artificial Synapses

Wentao Xu 1 , Sung-Yong Min 2 , Himchan Cho 1 , Young-Hoon Kim 1 , Yeongjun Lee 2 , Hyunsang Hwang 2 , Tae-Woo Lee 1
1 , Seoul National University, Seoul Korea (the Republic of), 2 , Pohang University of Science and Technology (POSTECH), Pohang Korea (the Republic of)

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ED2.2: Neuromorphic System II
Session Chairs
Elisa Vianello
J. Yang
Tuesday PM, April 18, 2017
PCC North, 100 Level, Room 126 A

1:30 PM - *ED2.2.01
Designing Oxide Architectures and Charge Transfer Processes for Resistive Switching Memory and Computing Operations

Jennifer Rupp 1
1 Electrochemical Materials, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States

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2:00 PM - ED2.2.02
Pulse Characterization of HfOx-Based RRAM for Resistive Processing Unit Application

Seyoung Kim 1 , Tayfun Gokmen 1 , Takashi Ando 1 , Marwan Khater 1 , Hiroyuki Miyazoe 1 , Wilfried Haensch 1
1 TJ Watson Research Center, IBM, Yorktown Heights, New York, United States

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2:15 PM - ED2.2.03
Pattern Recognition with “Materials that Compute”

Yan Fang 1 , Victor Yashin 1 , Anna Balazs 1
1 , University of Pittsburgh, Pittsburgh, Pennsylvania, United States

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2:30 PM - *ED2.2.04
Challenges and Solutions for Memristors Used for Memory and Neuromorphic Computing

Rivu Midya 1 , Zhongrui Wang 1 , Saumil Joshi 1 , Hao Jiang 1 , Peng Lin 1 , Qiangfei Xia 1 , J. Yang 1
1 , University of Massachusetts Amherst, Amherst, Massachusetts, United States

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3:00 PM -
BREAK

3:30 PM - *ED2.2.05
Bioinspired Programming of Resistive Memory Devices for Implementing Embedded Neuromorphic Circuits

Elisa Vianello 1 , Thilo Werner 1 , Olivier Bichler 1
1 , CEA Leti, Grenoble France

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4:00 PM - ED2.2.06
Li-Ion Synaptic Transistor for Low Power Analogue Computing (LISTA)

Elliot Fuller 1 , Farid El Gabaly 1 , Francois Leonard 1 , Sapan Agarwal 1 , Steven Plimpton 2 , Robin Jacobs-Gedrim 2 , Conrad James 2 , Matthew Marinella 2 , Alec Talin 1
1 , Sandia National Laboratories, Livermore, California, United States, 2 , Sandia National Laboratories, Albuquerque, New Mexico, United States

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4:15 PM - ED2.2.07
Spatial Summation of Organic Artificial Synapses

Fei Zeng 1 , Yuandong Hu 1
1 , Tsinghua University, Beijing China

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4:30 PM - *ED2.2.08
Oxide-Based Electric-Double-Layer Transistors for Neuromorphic Systems

Qing Wan 1
1 , Nanjing University, Nanjing China

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ED2.3: Poster Session
Session Chairs
Luping Shi
Rong Zhao
Tuesday PM, April 18, 2017
Sheraton, Third Level, Phoenix Ballroom

8:00 PM - ED2.3.01
Cause of RRAM Device Switching Variability and Its Impact on use in Neural Network Arrays

Karsten Beckmann 1 , Wilkie Olin-Ammentorp 1 , Joseph Van Nostrand 2 , Garrett Rose 3 , Nathaniel Cady 1
1 , State University of New York Polytechnic Institute, Albany, New York, United States, 2 , Air Force Research Laboratory/RITB, Rome, New York, United States, 3 Department of Electrical Engineering & Computer Science, University of Tennessee Knoxville, Knoxville, Tennessee, United States

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8:00 PM - ED2.3.02
A Universal Logic-in-Memory Methodology to Implement Boolean Logic Based on Memristor

Yaxiong Zhou 1 , Zhuorui Wang 1 , Yi Li 1 , Long Cheng 1 , Xiangshui Miao 1
1 , Wuhan National Laboratory for Optoelectronics, School of Optical and Electronic Information, Huazhong University of Science and Technology, Wuhan China

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8:00 PM - ED2.3.03
Mimicking Synaptic Processing from Ion Gel-Gated IGZO Transistors with Au Trapping Layers

Jaemok Koo 1 , Seunghan Kim 1 , Hojin Lee 2 , Moon Sung Kang 1
1 Department of Chemical Engineering, Soonsil University, Seoul Korea (the Republic of), 2 School of Electronic Engineering, Soonsil University, Seoul Korea (the Republic of)

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8:00 PM - ED2.3.04
Design of the Insulator-to-Metal Transition Properties in Vanadium Oxides for the Joule-Heating Devices

Jianqiang Lin 1 2 , Sushant Sonde 1 2 , Anil Annadi 1 2 , Changyao Chen 1 , Liliana Stan 1 , Shriram Ramanathan 3 , Narayan Achari 3 , Supratik Guha 1 2
1 Center for Nanoscale Materials, Argonne National Laboratory, Lemont, Illinois, United States, 2 Institute for Molecular Engineering, University of Chicago, Chicago, Illinois, United States, 3 School of Materials Engineering, Purdue University, West Lafayette, Indiana, United States

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2017-04-19   Show All Abstracts

Symposium Organizers

Rong Zhao, Singapore University of Technology and Design
Ilya Karpov, Intel Corporation
Barbara De Salvo, Leti, CED-TECH
Luping Shi, Tsinghua University
ED2.4: Electronic Synapse Design and Characterization
Session Chairs
Ilya Karpov
Wednesday AM, April 19, 2017
PCC North, 100 Level, Room 126 A

9:00 AM - *ED2.4.01
Electro-Thermal Motion of Ions and Electronic Switching in Transition-Metal-Oxide Memristors

R. Stan Williams 1
1 , Hewlett Packard Enterprise, Palo Alto, California, United States

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9:30 AM - ED2.4.02
Interplay of Different Synaptic Plasticity Features in Electro-Chemical Metallization Cells

Fabien Alibart 1 , Selina La Barbera 1 2 , Adrien Vincent 3 , Dominique Vuillaume 1 , Damien Querlioz 3
1 , IEMN-CNRS, Villeneuve d'ascq France, 2 , CEA-LETI, Grenoble France, 3 , C2N, Orsay France

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9:45 AM -
BREAK

10:15 AM - *ED2.4.03
Neuromorphic Computing Based on Synaptic Device of Bi-Directional Analog Behavior

Huaqiang Wu 1 , Peng Yao 1 , Bin Gao 1 , Ning-Qin Deng 1 , He Qian 1
1 , Tsinghua University, Beijing China

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10:45 AM - ED2.4.04
Transition between Short-Term Memory and Long-Term Memory in Artificial Electronic Synapses

Yishu Zhang 1 , Rong Zhao 1
1 , Singapore University of Technology and Design, Singapore Singapore

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11:00 AM - ED2.4.05
Analog Resistive Switching Emulating Biological Synaptic Behaviors in a Pt/CeO2/Pt Structures

Hyung Jun Kim 1 , Hong Zheng 1 , Paul Yang 1 , Jong-Sung Park 1 , Chi Jung Kang 1 , Tae-Sik Yoon 1
1 , Myongji University, Yongin Korea (the Republic of)

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11:15 AM - *ED2.4.06
Oscillation Neuron Device Design Considerations

Shimeng Yu 1 , Ligang Gao 1 , Bin Dong 1 , Pai-Yu Chen 1
1 , Arizona State University, Tempe, Arizona, United States

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ED2.5: Memristive Device and Its Material Fabrication/Characterization for Brain-Inspired Ccomputing I
Session Chairs
Duygu Kuzum
Huaqiang Wu
Wednesday PM, April 19, 2017
PCC North, 100 Level, Room 126 A

1:30 PM - *ED2.5.01
Memristor-Based Spiking Neuromorphic Networks

Dmitri Strukov 1
1 , University of California, Santa Barbara, California, United States

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2:00 PM - ED2.5.02
Effect of Material Deposition Parameters on the Switching Dynamics of HfO2-Based Memristive Synapses

Stefano Brivio 1 , Jacopo Frascaroli 1 , Erika Covi 1 , Sabina Spiga 1
1 , Laboratorio MDM, IMM - CNR, Agrate Brianza Italy

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2:15 PM - ED2.5.03
MBE Grown Volatile and Non-Volatile Memristors for Neuromorphic Computing

Marshall Tellekamp 1 , Joshua Shank 1 2 , William Doolittle 1
1 , Georgia Institute of Technology, Atlanta, Georgia, United States, 2 , Sandia National Laboratory, Albuquerque, New Mexico, United States

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2:30 PM -
BREAK

ED2.6/ED11.8: Joint Session: Devices for Neuromorphic Computation
Session Chairs
Daniele Ielmini
Shimeng Yu
Wednesday PM, April 19, 2017
PCC North, 100 Level, Room 131 C

3:30 PM - *ED2.6.01/ED11.8.01
The N3XT Technology for Brain-Inspired Computing

S. Burc Eryilmaz 1 , Haitong Li 1 , Weier Wan 1 , H.-S. Philip Wong 1
1 Department of Electrical Engineering and Stanford SystemX Alliance, Stanford University, Stanford, California, United States

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4:00 PM - ED2.6.02/ED11.8.02
Low Voltage Nano-Ionics Based Selector Devices Using Doped HfO2 for Application in 3D Crosspoint Memories

Sushant Sonde 1 2 , Kiran Sasikumar 2 , Yuzi Liu 2 , Jianqiang Lin 2 , Anil Annadi 1 2 , Daniel Rosenmann 2 , Subramanian Sankaranarayanan 2 , Matt Jerry 3 , Nikhil Shukla 3 , Suman Datta 3 , Supratik Guha 1 2
1 , Institute for Molecular Engineering, University of Chicago, Chicago, Illinois, United States, 2 Center for Nanoscale Materials, Argonne National Laboratory, Lemont, Illinois, United States, 3 , University of Notre Dame, Notre Dame, Indiana, United States

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4:15 PM - ED2.6.03/ED11.8.03
Finite Element Modeling of Ovonic Threshold Switch Controlled Phase Change Memory Devices

Jake Scoggin 1 , Zachary Woods 1 , Helena Silva 1 , Ali Gokirmak 1
1 , University of Connecticut, Storrs, Connecticut, United States

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2017-04-20   Show All Abstracts

Symposium Organizers

Rong Zhao, Singapore University of Technology and Design
Ilya Karpov, Intel Corporation
Barbara De Salvo, Leti, CED-TECH
Luping Shi, Tsinghua University
ED2.7: Memristive Device and Its Material Fabrication/Characterization for Brain-Inspired Computing II
Session Chairs
Barbara De Salvo
R. Stan Williams
Thursday AM, April 20, 2017
PCC North, 100 Level, Room 126 A

8:30 AM - *ED2.7.01
Image Analysis Using Memristor Networks

Wei Lu 1
1 , University of Michigan, Ann Arbor, Michigan, United States

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9:00 AM - ED2.7.02
Ferroelectric HfO2 for CMOS-Compatible Synaptic Devices

Martin Frank 1 , Takashi Ando 1 , Xiao Sun 1 , Eduard Cartier 1 , John Bruley 1 , Cheng-Wei Cheng 1 , Adam Pyzyna 1 , Adra Carr 2 , Jean Jordan-Sweet 1 , Christian Lavoie 1 , David Muir 3 , Beatriz Moreno 3 , Jin-Ping Han 1 , Vijay Narayanan 1
1 , IBM T. J. Watson Research Center, Yorktown Heights, New York, United States, 2 , IBM Research, Albany, New York, United States, 3 , Canadian Light Source, Saskatoon, Saskatchewan, Canada

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9:15 AM - ED2.7.03
Imaging Dynamic Oxygen Vacancy Behaviour in a Memeristive Device

Huajun Liu 2 3 , Hua Zhou 1 , Yongqi Dong 2 4 , Mathew Cherukara 1 , Kiran Sasikumar 5 , Badri Narayanan 5 , Zhonghou Cai 1 , Barry Lai 1 , Liliana Stan 5 , Seungbum Hong 2 6 , Maria Chan 5 , Subramanian Sankaranarayanan 5 , Dillon Fong 2
2 Materials Science Division, Argonne National Laboratory, Lemont, Illinois, United States, 3 Institute of Materials Research and Engineering, A*STAR (Agency for Science, Technology and Research), Singapore Singapore, 1 X-ray Science Division, Argonne National Laboratory, Lemont, Illinois, United States, 4 National Synchrotron Radiation Laboratory, University of Science and Technology of China, Hefei China, 5 Center for Nanoscale Materials, Argonne National Laboratory, Lemont, Illinois, United States, 6 Department of Materials Science and Engineering, KAIST, Daejeon Korea (the Republic of)

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9:30 AM -
BREAK

ED2.8: Neuromorphic Devices, Sensors and Materials I
Session Chairs
Wei Lu
Qing Wan
Thursday AM, April 20, 2017
PCC North, 100 Level, Room 126 A

10:00 AM - *ED2.8.01
Experimental Demonstration of Image Learning in a Memristive Synaptic Network

Giacomo Pedretti 1 , Valerio Milo 1 , Stefano Ambrogio 1 , Daniele Ielmini 1
1 , Politecnico di Milano, Milano Italy

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10:30 AM - ED2.8.02
Electrical Self-Oscillation in NbOx Film Devices for Neuromorphic Computing

Xinjun Liu 1 , Shuai Li 1 , Sanjoy Nandi 1 , Robert Elliman 1
1 Department of Electronic Materials Engineering, The Australian National University, Canberra, Australian Capital Territory, Australia

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10:45 AM - ED2.8.03
Development of Empirical Charge Transfer Interatomic Potential to Simulate Switching Processes in HfO2-Based Devices

Kiran Sasikumar 1 , Badri Narayanan 1 , Henry Chan 1 , Sushant Sonde 1 , Supratik Guha 1 , Subramanian Sankaranarayanan 1
1 , Argonne National Laboratory, Lemont, Illinois, United States

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11:00 AM - ED2.8.04
Integrated Photonics and Superconducting Electronics for Massively Scaled Neuromorphic Computing

Jeffrey Shainline 1 , Sonia Buckley 1 , Adam McCaughan 1 , Richard Mirin 1 , Sae Woo Nam 1
1 , National Institute of Standards and Technology, Boulder, Colorado, United States

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11:15 AM - *ED2.8.05
Bio-Inspired Computing Leveraging the Non-Linearity of Magnetic Nano-Oscillators

Julie Grollier 1
1 , CNRS/Thales, Palaiseau France

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ED2.9: Neuromorphic Devices, Sensors and Materials II
Session Chairs
Julie Grollier
Qing Wan
Thursday PM, April 20, 2017
PCC North, 100 Level, Room 126 A

1:30 PM - *ED2.9.01
Programming Synaptic Devices for Computational Efficiency and Robustness in Neuromorphic Systems

Yuhan Shi 1 , Aansh Malik 1 , Duygu Kuzum 1
1 , University of California, San Diego, La Jolla, California, United States

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2:00 PM - ED2.9.02
Light-Sensitive Quantum Dot Memristor with Bi-Directional and Wavelength-Dependent Conductance Control

Fabian Hartmann 1 , Patrick Maier 1 , Mariama Rebello Sousa Dias 2 3 , Monika Emmerling 1 , Christian Schneider 1 , Leonardo Kleber Castelano 2 , Martin Kamp 1 , Gilmar E. Marques 2 , Victor Lopez-Richard 2 , Sven Höfling 1 4 , Lukas Worschech 1
1 Physikalisches Institut, Technische Physik, Universität Würzburg, Würzburg Germany, 2 Departamento de Fisica, Universidade Federal de São Carlos, Sao Carlos Brazil, 3 Institute for Research in Electronics and Applied Physics, University of Maryland, College Park, Maryland, United States, 4 SUPA, School of Physics and Astronomy, University of St. Andrews, St. Andrews United Kingdom

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2:15 PM - ED2.9.04
Mixed Conductor Memristor for Accelerated Neural Net Training

Kevin Brew 1 , Dennis Newns 1 , Seyoung Kim 1 , Wilfried Haensch 1
1 , IBM, Yorktown Heights, New York, United States

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