2018 Annual Report of the Nanoelectronics and Gigascale Systems Technical Committee IEEE Circuits and Systems Society

TC Chair: Malgorzata Chrzanowska-Jeske, Portland State University, Portland, OR, USA TC Chair Elect: Meng-Fan (Marvin) Chang, National Tsing Hua University, Taiwan TC Secretary: Antonio Rubio, Polytechnical University of Catalonia (UPC), Spain

Members that have submitted 2017-2018 reports:  Joseph S. Friedman, University of Texas at Dallas, USA, (J.S.Friedman)  Pierre-Emmanuel Gaillardon, Utah University, USA, (PE. Gaillardon)  Hai Li, Duke University, USA, (H.Li)  Daniel Ielmini, Politechnico de Milano, Italy, (D. Ielmini)  Malgorzata Chrzanowska-Jeske, Portland State University, USA, (M. Ch-Jeske)  Sorin Cotofana, Delft University, Holland, (S. Cotofana)  Chua-Chin Wang, National Sun Yat-sen University, Taiwan, (CC.Wang)  Lan-Da Van, National Chiao Tung University, Taiwan, (LD.Van)  Omid Kavehei, University of Sidney, Australia, (O.Kavehei)  Qiangfei Xia, University of Massachussets Amherst, (Q.Xia)  Themis Prodromakis, University of Southmapton,UK, (T.Prodromakis)  Antonio Rubio, Polytechnical University of Catalonia (UPC), Spain, (A.Rubio)  Shuenn-Yuh Lee, National Cheng Kung University, Taiwan, (SY.Lee)  Georgios Sirakoulis, DEmocritus University of Thrace, Greece, (G. Sirakoulis)  Tuo-Hung Hou, National Chiao Tung University, Taiwan, (TH.Hou)  Weisheng Zhao, Beihang University, China, (W. Zhao)  Zhang Feng, Chinese Academy of Sciences, China, (Z.Feng)  Meng-Fan (Marvin) Chang, National Tsing Hua University, Taiwan (M.Chang)  Sumeet Kumar Gupta, Purdue University (S. Gupta)  Qiaoyan Yu, University of New Hampshire, USA (Q. Yu)  Thanos Stouraitis, University of Patras, Greece (T. Stouraitis)

I. Organizers: Conferences, Workshops, Panels, Special Sessions, Tutorials, etc. Specify the role.

J.S.Friedman, Organized special session at ISCAS 2018 PE Gaillardon TPC member: DAC’17, DATE’18, ICCAD,’17 ISCAS’17, DSD’18, Nanoarch’17, ISVLSI’17 Track co-chair: DATE’18 Special session chair: IWLS’17 Special session organizer: DATE’18, ISCAS’17 Tutorial organizer: DATE’18 H.Li Steering committee, IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2016- Steering committee, IEEE International Symposium on Nanoelectronic and Information Systems (iNIS), 2015- Steering committee, ACM International Conference on Great Lakes Symposium on VLSI (GLSVLSI), 2015- General chair/co-chair, International Symposium on Quality Electronic Design (ISQED), 2018. General vice-chair, IEEE International Conference on Consumer Electronics (ICCE), 2018 TPC chair, IEEE International System-on-Chip Conference (SOCC), 2017. Program chair/co-chair, ACM SIGDA Ph.D. Forum, co-located event with Design Automation Conference (DAC), 2017. Program chair/co-chair, ACM SIGDA summer school (DASS), co-located event with Design Automation Conference (DAC), 2017. Neuromorphic Computing Workshop, 2017. Special session chair, International Symposium on Nanoelectronic and Information Systems (iNIS), 2017. Special session chair, IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2017. D. Ielmini Organized the special session ‘Computing with memory devices’, P.-E. Gaillardon and D. Ielmini, at ISCAS 2017, May 28-31, 2017, Baltimore, MD, USA. Tutorial ‘Memristive devices, circuits, systems and applications’ at ISCAS 2017, May 28-31, 2017, Baltimore, MD, USA. Tutorial on “Embedded memory technologies,” IEEE International Conference on IC Design and Technology (ICICDT), Otranto, Italy, June 4-6, 2018. Tutorial on “Physics of emerging devices,” 2017 International Memory Workshop (IEEE-IMW, 2017), Monterey, CA, USA, May 14-17, 2017 Tutorial on “Resistive memory: switching mechanisms, models, and applications in

2 computing,” 2017 SIE Meeting, Palermo, Italy, June 19-23, 2017. Participated in the Technical Subcommittee of IEDM 2017 for Memory Technology Participated in the Technical Committee of Design, Automation, and Test in Europe (DATE), Member of the Technical Committee M. Chrzanowska-Jeske 2017 ISCAS Baltimore, 28-31 May, a. Track co-chair, b. session chair 2018 ISCAS Florence 27-30 May a. Track co-chair, b. session chair c. 2018 LASCAS, 25-28 February, 2018 a. Technical Program Committee b. Session chair c. Steering Committee member 2017 ICECS, Steering Committee S. Cotofana NANOARCH 2018 (14th IEEE/ACM International Symposium on Nanoscale Architectures), General Chair GLSVLSI 2018 (Great Lakes Symposium on VLSI), Track Chair NGCAS 2017 (1st New Generation of Circuits and Systems), TPC Member NANOARCH 2017 (13th ACM/IEEE International Symposium on Nanoscale Architectures), TPC Member ISCAS 2017 (IEEE International Symposium on Circuits and Systems) Review Committee Member CC.Wang 2017 Taiwan-Philippines Joint Workshop, General Chair (Organizer) 2017 Taiwan Inter-discipline Engineering Special Project Contest, General Chair (Organizer) Q. Xia Organizer, Neuromorphic Hardware sessions at EIPBN’18 Organizer, Memristors for Ubiquitous Computing Environments, ISCAS’18 NSF panelist, ECCS Division 2018 T. Prodromakis International Conference on Memristive Materials, Devices & Systems (MEMRISYS), April 2017, Athens, Greece – General Chair "Tutorial: Memristive Materials and Neuromorphic Devices”, ISCAS 2017, Baltimore, US. A. Rubio IOLTS 2017 General Chairman

DCIS 2017 Genral Chairman NANOARCH 2018, Program Chair SY.Lee Publicity Co-Chairs: 2018 IEEE NEWCAS conference (2017/9/26-2018/6/27) G. Sirakoulis General Co-Chair of the 14th IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH 2018), Athens, Greece. General Co-Chair of the Forth (4th) Pan-Hellenic Conference in Electronics and Communications (PACET 2017), Xanthi, Greece. Special Sessions & Phd Forum Chair of the 27th International Symposium on Power and Timing, Modeling, Optimization and Simulation (PATMOS 2017). Special Sessions Co-Chair of the 6th and 7th International Conference on Modern Circuits and Systems Technologies (MOCAST 2017, 2018). Publication Chair of the International Conference on Memristive Materials, Devices & Systems (MEMRISYS 2017). TH. Hou Symposium Organizer, Symposium A4. Advanced Technologies for Memory Devices and Flexible Electronics, IUMRS International Conference in Asia (IUMRS-ICA), Taipei, 2017. W. Zhao Special session at DATE Special session at ISCAS Z. Feng ISCAS conference, technical program committee VLSI-DAT conference, technical program committee S. Gupta  Co-organizer of tutorial on “Emerging Computational Devices, Architectures and Computational Models” in 31st International Conference on VLSI Design & 17th International Conference on Embedded Systems, 2018 (Organized with Vijay Narayanan and Arijit Raychowdhury)

 Organizer of special session on “Design Opportunities and Challenges in Non-Volatile Technologies” in ISQED 2017. Q. Yu  General Co-chair for IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2017  Guest Editor for IEEE Transactions on Emerging Topics in Computing, Special Issue on Reliability-aware Design and Analysis Methods for Digital Systems: from Gate to System Level, 2017. 4

 Program Chair for Workshop for Women in Hardware and Systems Security (WISE), 2018  Vice-chair for the "Security Track" in Asia and South Pacific Design Automation Conference (ASP-DAC), 2018  Track chair for the track System Design and Security in IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2018  Special session in ISVLSI 2018: Shall We Jointly Address VLSI Reliability and Security?  Tutorial in HOST 2018: A Whitebox Introduction to Fault Attacks M. Chang 1. Focus session organizer: 2017 IEDM 2. Tutorial Co-Chair, 2018 IEDM (Executive Committee) T. Stouraitis  Thanos Stouraitis, Chair, Industry Forum & Exhibition, IEEE GLOBECOM 2018, Abu Dhabi, UAE  Thanos Stouraitis, Liaison, IEEE ISCAS 2019, Sapporo, May 26 – 29, 2019.

II. Invited talks: plenary sessions, keynotes, invited lectures, tutorials, …

J.S. Friedman J.S. Friedman D. Querlioz, A. F. Vincent, A. Mizrahi, D. Vodenicarevic, J. S. Friedman, N. Locatelli, J. Grollier, “Neuromorphic Computing with Stochastic Spintronic Devices,” 62nd Annual Conference on Magnetism and Magnetic Materials, Nov. 2017 (invited). J. S. Friedman, “Spintronic Logic: From Switching Devices to Computing Systems,” Proc. SPIE Spintronics X, Aug. 2017 (invited). D. Querlioz, A. F. Vincent, A. Mizrahi, D. Vodenicarevic, N. Locatelli, J. S. Friedman, J.-O. Klein, J. Grollier, “Neuromorphic Computing with Stochastic Spintronic Devices,” SPIE Spintronics X, Aug. 2017 (invited). J. S. Friedman, “Spintronic Computing System Integration,” Seiden Frontiers in Engineering and Science Workshop on Beyond-CMOS: From Devices to Systems, June 2017 (invited). PE Gaillardon Keynote: ISVLSI’17 Tutorial: DATE’18 Tutorial: ESSDERC’17 Tutorial: MemoCIS Training School Invited Talk: Lyon Institute of Nanotechnologies Invited Talk: Brigham Young University Invited Talk: EPFL Invited Talk: D43D Invited Talk: Technion Invited Panelist: SLIP H. Li A public speech on “Running Sparse and Low-precision Neural Networks: An Interactive Play Between Software and Hardware,” organized by Santa Clara Valley Chapter of IEEE Computational Intelligence Society, Santa Clara, CA, March 8, 2018. A keynote on “Enhance the Reliability and Scalability of Memristor-based Neuromorphic Systems,” International Workshop on Variability, Modeling and Characterization (VMC), co- located with International Conference on Computer-Aided Design (ICCAD), Irvin, CA, November 16, 2017. A tutorial on "An Overview of Neuromorphic Computing and Deep Learning Acceleration – Technology, Hardware, and Implementation," Summer school during RTCSA/NVMSA with the support from the Ministry of Education and National Taiwan University, Hsinchu, Taiwan, August 18, 2017. A summer short course on "An Overview of Neuromorphic Computing and Deep Learning Acceleration – Technology, Hardware, and Implementation" in summer school of National

Tsing Hua University, Hsinchu, Taiwan, August 11, 2017. An invited talk on “Understanding the tradeoffs of device, circuit and application in ReRAM- based neuromorphic computing systems,” IEEE International Electron Device Meeting (IEDM), San Francisco, CA, December 5, 2017. An invited talk on “Running Sparse and Low-Rank Neural Networks,” International Workshop on Hardware and Algorithms for Learning On-a-chip (HALO), co-located with International Conference on Computer-Aided Design (ICCAD), Irvin, CA, November 16, 2017. An invited talk on “Cross-layer Design Methodology in ReRAM-based Neuromorphic Computing Systems,” International Workshop on Design Automation for Analog and Mixed- Signal Circuits, co-located with International Conference on Computer-Aided Design (ICCAD), Irvin, CA, November 16, 2017. A seminar on “Brain Inspired Computing: The Extraordinary Voyages in Known and Unknown Worlds,” ACM-W Chapter at Duke University, November 9, 2017. An invited talk on “Brain Inspired Computing: The Extraordinary Voyages in Known and Unknown Worlds,” Leigh University, October 25, 2017. An invited talk on “Running Sparse and Low-precision Neural Networks: An Interactive Play Between Software and Hardware," Emerging Technology (ET) Symposium, the IBM T.J. Watson Research Center THINKLab, Yorktown Heights, NY, October 5, 2017. An invited talk on “Enhance the Reliability and Efficiency of Memristor-based Neuromorphic Systems,” Lehrstuhl für Entwurfsautomatisierung, Fakultät für Elektrotechnik und Informationstechnik, Technische Universität München (TUM), München, Germany, September 5, 2017. An invited talk on “Enhance the Reliability and Efficiency of Memristor-based Neuromorphic Systems,” International Workshop on Future Computing: Memristive Devices and Systems (IWOFC 2017), Peking University, Beijing, China, September 1-2, 2017. An invited talk on "An Overview of Neuromorphic Computing and Deep Learning Acceleration – Technology, Hardware, and Implementation," National Cheng Kung University, Tainan, August 14, 2017. An invited talk on “Emerging RRAM Technology Enabled Cognitive Computing Systems: Challenges and Opportunities,” 2017 Stephen and Sharon Seiden Frontiers in Engineering and Science Workshop: Beyond CMOS: From Devices to Systems, Kogan Auditorium, Meyer Building (EE) Technion, Haifa, Israel, June 5-6, 2017. D. Ielmini Invited talk “Neuromorphic hardware for pattern learning with memristive synapses” and panel discussion at the 7th imec-Stanford International Workshop on Resistive Switching Memories, Sep. 7-8, 2017, imec Leuven Invited talk “Modeling and simulation of RRAM devices,” INFOS (2017) June 27th – 30th, 2017, Potsdam, Germany.

Invited talk “Neuromorphic computing with resistive switching devices,” IMRC (2017) August 20-25, 2017, Cancun, Mexico. Invited talk “Brain-inspired neuromorphic computing with phase change memory (PCM) synapses,” E/PCOS (2017), Sept. 5-7, 2017, Aachen, Germany. Invited talk “Bio-inspired hardware for neuromorphic computing with resistive-switching plastic synapses,” 2017 International workshop on future computing(IWOFC), September 1-2, 2017, Zhongguanyuan Global Village, Peking University, Beijng, China. Invited talk ”Neuromorphic brain-inspired hardware with resistive switching synapses,” International Symposium of Memory Devices for Abundant Data Computing Hong Kong , Sept. 22-24 (2017). Invited talk ” Brain-inspired computing with resistive memories,” MRS Fall (2017), November 26 - December 1, 2017, Boston, MA, USA. Invited talk “Resistive switching synapses for unsupervised learning in feed-forward and recurrent neural networks,” 2018 IEEE International Symposium Circuits and Systems (ISCAS), Firenze, Italy, May 4-7, 2018. M Ch-Jeske 2017 iEEE ICCDCS (International Caribbean Conference on Devices, Circuits and Systems) 5-7 June, 2017, Cozumel, Mexico a. Keynote: “Following the Path of 3D Integration “

2018 IEEE LASCAS, 25-28 February, 2018 a. Invited Embedded Tutorial: “From Planar CMOS via FinFETs to CNFETs” CC.Wang Invited Lecturer : 2017 IC Design Faculty Immersion Program Organizer and Invited Lecturer : 2017 Taiwan IC Design Short Courses and Workshop in Philippines O.Kavehei Futuristic Technologies Workshop Tues 27 Feb 2018, The University of Western Australia (invited talk) Q. Xia Qiangfei Xia, “Memristor Networks for Brain-Inspired Computing”, STARS Conference on Neuromorphic computing and Neuroscience, Banna, Yunnan, China, April 6 -9, 2018. ---- Invited talk Qiangfei Xia, Hao Jiang and Can Li, “Hafnium Oxide and Silicon Oxide based Memristors”, Symposium on Frontier Researches of Functional Oxide Devices and Materials at EDTM/18, Kobe, Japan, March 13-16, 2018. ---- Invited talk Qiangfei Xia, “Memristive Devices and Arrays for IoT Applications”, The 2nd Electron Devices

Technology and Manufacturing (EDTM’18), Kobe, Japan, March 13-16, 2018. ---- Invited short course Qiangfei Xia, “Memristor Networks for Brain-Inspired Computing”, Future Chips Forum’17, Beijing, China, December 18 -20, 2017. ---- Invited talk Qiangfei Xia and Shuang Pi, “Challenges and Solutions in the Scaling of Memristive Device and Arrays”, NNT’17, Gyeongnam, Korea, November 8 -10, 2017. ---- Invited talk Qiangfei Xia, H. Jiang and C. Li, “Hafnium Oxide and Silicon Oxide based Memristors for Unconventional Computing”, IUMRS-ICA’17, Taipei, Taiwan, November 5 -9, 2017. ---- Invited talk C. Li and Qiangfei Xia, “3D Crossbar Arrays of Self-Rectifying All-Silicon Based Memristors”, XXVI International Materials Research Congress (IMRC’17), Cancun, Mexico, August 20 -25, 2017. ---- Invited talk C. Li and Qiangfei Xia, “3D Crossbar Arrays of Self-Rectifying All-Silicon Based Memristors”, 21st International Conference on Solid State Ionics (SSI’17), Padova, Italy, June 18 -23, 2017. --- Invited talk R. Zhang, H. Jiang, P. Lin, Z. Wang, J. J. Yang, D. Zhang and Qiangfei Xia, “Physically Unclonable Anti-Counterfeit Labels Using Nanoscale Diffusive Memristor Crossbar Arrays”, EIPBN’17, Orlando, FL, May 29- June 1, 2017. ---- Invited poster P. Lin, C. Li, H. Jiang, S. Pi and Qiangfei Xia, “3D CMOL Memristor Circuit for Analog/Neuromorphic Computing”, EIPBN’17, Orlando, FL, May 29- June 1, 2017. ---- Invited talk T. Prodromakis Feb 2018 “Memristive Technologies: a viable pathway for beyond Moore electronics”, 9th IEEE Latin American Symposium on Circuits and Systems (LASCAS), Puerto Vallarta, MX. Feb 2018 “Processing Data with Nanoscale Memristors”, School of Engineering, University of Glasgow, Glasgow, UK. Dec 2017 “Processing Data with Nanoscale Memristors”, Future Chips Forum 2017: “Smart Chips - Smart World”, Beijing, CN. Dec 2017 “Enabling AI with Memristive Technologies”, DSTL, Portsmouth, UK. Nov 2017 “Bio-inspired nanoelectronic links for next generation neural interfaces”, Royal Society Industry Fellows Meeting, London, UK. Nov 2017 “Brain-inspired electronics with metal-oxide chemistries”, Chemistry in Action, The Training Partnership, London, UK. Sep 2017 “Introducing the Nanoworld”, INTERACT - An Engagement Symposium for the

Physical Sciences, Institute of Physics, Birmingham, UK. Sep 2017 “Processing Data with Nanoscale Memristors”, ARM Research Summit 2017, Cambridge, UK. Sep 2017 “Processing big-data with Memristive Devices”, MemoCIS 6th Workshop, Krakow, PL. Sep 2017 “Processing big-data with Memristive Devices”, Manufacturing, Design, and Applications for Next Generation Memory Technologies workshop, Lausanne, CH. May 2017 "Tutorial: Memristive Materials and Neuromorphic Devices”, ISCAS 2017, Baltimore, US. May 2017 “Processing big-data with Nanoscale Memristors”, UK Design Forum (UDKF), Manchester, UK. A. Rubio IOLTS 2017, “Modern memory structures in emergent technologies” G. Sirakoulis 5th International Workshop on Applications and Fundamentals of Cellular Automata (AFCA'17), November 19-22, 2017 in the context of (CANDAR 2017), Aomori, Japan. (Seminar): Future of Electronics and Computing, AGH University, Krakow, Poland, 2017. 12th SICC International Tutorial Workshop "Topics in nonlinear dynamics" on the topic of Control of Complex Networks of Nonlinear Circuits and Systems, September 7-8, 2017 in the context of 23rd European Conference on Circuit Theory and Design (ECCTD 2017), Catania, Italy. TH. Hou T. H. Hou, "Large-area two-dimensional layered metal chalcogenides synthesized by sputtering and solid-phase crystallization," IEEE International Conference on Nano/Micro Engineered and Molecular Systems (NMES) 2018, Singapore, Apr. 22-26, 2018.

T. H. Hou, "Hybrid-weight Net (HW-Net) for accelerating artificial intelligence using emerging RRAM," Symposium on Nano Device Technology (SNDT) 2018, Hsinchu, Taiwan, Apr. 25-26, 2018.

T. H. Hou, "Synthesizing large-area two-dimensional molybdenum ditelluride by physical vapor deposition and solid-phase crystallization," China Semiconductor Technology International Conference (CSTIC 2018), Shanghai, China, March 11–12, 2018.

C.-C. Chang, J.-C. Liu, Y.-L. Shen, T. Chou, P.-C. Chen, I-T. Wang, C.-C. Su, M.-H. Wu, B. Hudec, C.-C. Chang, C.-M. Tsai, T.-S. Chang, H.-S. Philip Wong, and T.-H. Hou, “Challenges and opportunities toward online training acceleration using RRAM-based hardware neural network,” International Electron Devices Meeting (IEDM) 2017, pp. 278-281, San Francisco, CA, USA, Dec. 2-6, 2017.

C.-C. Chang, Y.-L. Shen, P.-C. Chen, C.-C. Su, T. Chou, I-T. Wang, C.-C. Chang, B. Hudec, and T.-H. Hou, "A cross-layer design study of hardware neural network enabled by analog RRAM- based electronic synapse," MRS Fall meeting 2017, Boston, MA, USA, Nov. 26 – Dec. 1, 2017.

C.-C. Chang, Y.-L. Shen, P.-C. Chen, C.-C. Su, T. Chou, I-T. Wang, C.-C. Chang, B. Hudec, and T.-H. Hou, "Analog RRAM-based multilayer perceptron neural network," Symposium on Memory Devices for Abundant Data Computing, Hong Kong, September 22–24, 2017.

C.-C. Chang, Y.-L. Shen, P.-C. Chen, C.-C. Su, T. Chou, I-T. Wang, C.-C. Chang, B. Hudec, and T.-H. Hou, "Development of hardware neural networks based on RRAM technology," IEEE Non- Volatile Memory Systems and Applications Symposium (NVMSA 2017), Hsinchu, Taiwan, August 16–18, 2017. Tutorial T. H. Hou, "RRAM-based neuromorphic computing: Device and algorithm co-design," IEEE International Memory Workshop (IMW) 2018, Kyoto, May 13-16, 2018. W. Zhao Invited talk at DATE, ISCAS Z. Feng Invited talks: 8th international advances in applied physics and materials sciences congress and exhibition S. Gupta  Invited talk on “Harnessing Ferroelectrics for Non-volatile Memories and Logic” in ISQED 2017. (Authors: Sumeet Gupta, Danni Wang, Sumitha George, Ahmedullah Aziz, Xueqing Li, Suman Datta, Vijaykrishnan Narayanan)  Invited talk on “Read-Enhanced Spin Memories Augmented by Phase Transition Materials” in MWSCAS 2017 (Authors: Ahmedullah Aziz and Sumeet Gupta) Q. Yu T1. Q. Yu, Oct. 2017, "Multi-Layer Design Obfuscation Methods for Hardware Security," Clarkson University, NY, USA. T2. Q. Yu, Aug. 2017, Proactive Defense Methods for Chip Integrity and Security, Tokyo University, Japan. T3. Q. Yu, Aug. 2017, Proactive Defense Methods for Chip Integrity and Security, Asia and South Pacific Design Automation Conference EDA Workshop, Japan. T4. Q. Yu, Aug. 2017, Countermeasures against Security Threats on Integrated Circuits and Systems, Shanghai Jiao Tong University, Shanghai, China. T5. Q. Yu, Aug. 2017, Addressing Security Threats on Integrated Circuits, Zhejiang University, Hangzhou, China. T6. Q. Yu, Jul. 2017, Proactive Defense Methods for Integrated Circuits and Systems, MITRE, Bedford, MA, USA.

T7. Q. Yu, Jun. 2017, Towards Securing 2D and 3D Integrated Circuits (ICs), Air Force Research Laboratory, Cyber Assurance Branch, Rome, NY, USA. T8. Q. Yu, Apr. 2017, Design Obfuscation Methods for Securing 2D and 3D Integrated Circuits, Worcester Polytechnic Institute, MA, USA. M. Chang 1. Plenary Talks/Keynotes: a、 M.-F. Chang, ”Challenges in Resistive Memory Enabled Circuits and Systems: Memory, Nonvolatile Logics and AI Chips,” JST ImPACT, Sept. 2017 (Keynote Speech) 2. Tutorial: M.-F. Chang, “Tutorial: Nonvolatile Circuits for Memory, Logics and AI,” IEEE International Solid-State Circuits Conferences (ISSCC), Feb. 2018. (Tutorial Speaker) 3. Panelist a、 “Future of Memory System and Technology (PIM)” Panel Discussion, IEEE Asia Solid- State Circuit Conference (A-SSCC), Nov. 2017 (Invited Panelist) b、 2018 Symp. VLSI Circuits 4. Invited talks a、 “Nonvolatile Circuits-Devices Interaction for Memory, Logic and Artificial Intelligence” Symp. VLSI Technology, pp. xx-xx, June 2018 (invited speaker) b、 M.-F. Chang, “Challenges of emerging memory and memristor based circuits: Nonvolatile logics, IoT security, deep learning and neuromorphic computing,“ IEEE 12th International Conference on ASIC (ASICON) , pp. 140-143, Oct. 2017 (Invited Talk/Paper) c、 M.-F. Chang, ,” Memristor-Based Circuit Designs: From Nonvolatile Logics to Neuromorphic Computing Systems,” ISCAST, Aug. 2017 (Invited talk/Abstract) d、 M.-F. Chang, ,” Memristor-Based Circuit Designs: From Nonvolatile Logics to Neuromorphic Computing Systems,” IEEE (NVMSA), Aug. 2017 (Invited talk)

III. Society, Council, Session, Chapter officers:

PE Gaillardon IEEE CEDA Board of Governors – Liason to IEEE Rebooting Computing Initiative Senior member of IEEE Member of ACM Member of IFIP Working Group 10.5 H. Li Newsletter Executive Chair, Technical Committee on Cyber-Physical Systems (TC-CPS), 2017- Treasurer, Technical Committee on VLSI (TCVLSI) under the IEEE Computer Society (IEEE- CS), 2014- Technical Committee of Nanotechnology and Gigascale System of IEEE Circuit and System Society (CASS), 2015- MC.Jeske IEEE Oregon Joint EPS/CASS Chapter, Vice Chair, IEEE CASS Nanoelectronics and Gigascale Systems TC Vice Chair 2015/2017 IEEE CASS Nanoelectronics and Gigascale Systems TC Chair 2017/2019 IEEE CASS Representative for IEEE NTC, 2018-2019 S. Cotofana IEEE Computer Society Fellows Committee, Member T. Prodromakis Member of the Neural Systems and Applications Technical Program Committee Member of the Nano-Giga Technical Program Committee Member of the Sensory Systems Technical Program Committee Member of the BioCAS Technical Program Committee SY.Lee IEEE Tainan Section: Vice Chair (2016/1/1—2017/12/31) IEEE Circuits and Systems Society: VLSI Systems and Applications TC

IEEE Circuits and Systems Society: Biomedical and Life Science Circuits and Systems TC

IEEE Circuits and Systems Society: Nanoelectronics and Gigascale TC

IEEE Solid-State Circuits in Asian: Emerging Technologies and Applications TC Member Technical Program Committee Member of IEEE NEWCAS 2018 Technical Program Committee Member of 2018 IEEE Life Sciences Conference (LSC 2018) Session Chair: 2017/2018 International Symposium on Circuits and Systems (ISCAS) G. Sirakoulis General Co-Chair of the 10th Panhellenic Electrical and Computer Engineering Students Conference (SFHHMY 10) – IEEE Duth Student Branch, Xanthi, Greece. 13

Vice Chair of IEEE Task Force on Unconventional Computing. Member of IEEE Cellular Nanoscale Networks and Array Computing Technical Committee (CNAAC) TH.Hou Member of the Board of Supervisors of IEEE Taipei Section

Advisor of IEEE Electron Device Society (EDS) NCTU Student Branch Chapter M. Chang 1. Adcom, IEEE Nanotechnology Council 2. Director, IEEE Taipei Section 3. Chair Elect, IEEE CASS Nanotechnology and Gigascale System Technical Committee (NG- TC) 4. Chapter Chair, IEEE SSCS Taipei Chapter 5. Executive Committee of 2018 IEDM Thanos Stouraitis Chair, Steering Committee, IEEE ICECS.

IV. Editorial services

J.S. Friedman Editorial Board Member of the Microelectronics Journal PE. Gaillardon Associate editor: TNANO Guest editor: TNANO, TVLSI H. Li Associate Editor, IEEE Transactions on Circuits and Systems II (TCAS-II), 2018- Senior Editorial Board member, IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2018- Associate Editor, IEEE Consumer Electronics Magazine (CEM), 2017- Associate Editor, ACM Transactions on Embedded Computing Systems (TECS), 2017- Associate Editor, IET Cyber-Physical Systems: Theory & Applications, 2016- Associate Editor, IEEE Transactions on Computer Aided Design (TCAD), 2016- Associate Editor, IEEE Transactions on Multi-Scale Computing Systems (TMSCS), 2015- Associate Editor, ACM Transactions on Design Automation of Electronic Systems (TODAES), 2014- Associate Editor, IEEE Transactions on Very Large Scale Integration (TVLSI) Systems, 2014- Best Paper Committee, IEEE Transactions on Multi-Scale Computing Systems (TMSCS), 2017. D. Ielmini J. Electroceramics (Springer), Guest Editor for a Special Issue on ‘Resistive Switching: Oxide Materials, Mechanisms, Devices and Operations’ Semiconductor Science and Technology (IOP), Associate Editor IEEE Trans. Nanotechnology, Associate Editor M. Chrzanowska-Jeske IEEE TCAS II Associate Editor 2016-2017, 2018-2019 S. Cotofana IEEE Journal on Emerging and Selected Topics in Circuits and Systems, Senior Editorial Board Member IEEE Transactions on Nanothechnology, Associate Editor in Chief IEEE Transactions on Nanothechnology, Senior Editor Journal of Microprocessors and Microsystems (MICPRO), Handling Editor O.Kavehei IEEE Access Frontiers of Neuroscience, Neuromorphic LD.Van Associate Editor:

IEEE Transactions on Computers IEEE Access Board Member: Journal of Medical Imaging and Health Informatics Q. Xia Committee, International Conference on Electron, Ion, Photon Beams and Nanofabriation (EIPBN) TPC, ISCAS Session chair, EIPBN, T. Prodromakis Associate editor of Frontiers in Neuromorphic Engineering Associate editor of IEEE Sensors Associate editor of Nature Scientific Reports A. Rubio IEEE Transactions in Nanotechnology, Senior Editor SY. Lee Guest Editor: IEEE Transaction on Biomedical Circuits and Systems: Special Issue on Cardiovascular System Monitoring and Therapy: Innovative Technologies and Internet of Things (2017/9/1-2018/8/30)

Associate Editor: IEEE Transaction on Biomedical Circuits and Systems (2016-2017)

G. Sirakoulis Associate Editor of “IEEE Transactions on Nanotechnology” (IEEE). Associate Editor of “Microelectronics Journal” (Elsevier). Associate Editor of “Integration, the VLSI Journal” (Elsevier). Associate Editor of “International Journal of Parallel, Emergent and Distributed Systems” (Taylor and Franics). Associate Editor of “International Journal of Unconventional Computing” (Old City Publishing House). Associate Editor of “Parallel Processing Letters” (World Scientific). Associate Editor of “Journal of Cellular Automata” (Old City Publishing House). Associate Editor of “Recent Advances on Electrical & Electronic Engineering” (Bentham). W. Zhao AE for TCAS-I AE for TNANO Guest Editor for Microelectronics journal Z. Feng Reviewer of IEEE transactions on VLSI, IEEE transactions on TCAD Q. Yu

 Associate Editor for Integration, the Journal of VLSI  Associate Editor for Microelectronics Journal- Elsevier  Associate Editor for Journal on Circuits, Systems, and Computers (JCSC)

M. Chang 1. Associate Editor, IEEE TVLSI 2. Associate Editor, IEEE TCAD 3. Guest Editor, IEEE JETCAS 4. Guest Editor, IEEE TCAS2

Thanos Stouraitis Book Series Editor, River Publishers Series on Signal, Image and Speech Processing.

V. Awards and honors for year 2017-18

PE. Gaillardon NSF CAREER Award The 2016 Prof. Pazy Memorial Research Award H Li Distinguished Member of the Association for Computing Machinery (ACM) for Scientific Contribution to Computing, 2017. IEEE Circuits and Systems (CAS) Distinguished Lecturer, 2018-2019. Distinguished Speaker of the Association for Computing Machinery (ACM), 2017-2020. Best paper award from Asia and South Pacific Design Automation Conference (ASPDAC) for the paper entitled “Process Variation Aware Data Management for Magnetic Skyrmions Racetrack Memory,” 2018. T.Prodromakis Royal Society Industry Fellowship, The Royal Society, 2017 Lloyd’s Register Foundation 100A1 ambassador, 2017 Fellow Member (FInstP), The Institute of Physics Fellow Member (FIET), The Institution of Engineering & Technology CC. Wang Best Paper Award : 2017 IEEE The 7th International Conference on Integrated Circuits, Design, and Verification (2017 ICDV) LD. Van 2017 National Chiao Tung University: Mentoring Award SY.Lee The Final Prize of 2017 IEEE CAS Student Design Competition

W. Zhao Guillemin-Cauer Award Best Paper ASP-DAC Q. Yu National Science Foundation CAREER Award, CAREER: Proactive Defense Methods for Chip Integrity and Security M. Chang 1. Outstanding research Award, Ministry of Science and Technology (MOST), Taiwan. 2018. 2. Outstanding Electrical Engineering Professor, Chinese Electrical Engineering Association, 2017. Thanos Stouraitis  Meritorious Service Award, IEEE CAS Society, 2018.

VI. IEEE Council for Electronic Design Automation (CEDA) Activities

S. Cotofana European Design and Automation Association (EDAA) Outstanding Dissertations Awards Committee, Member M. Chang TPC for DAC (Design Automation Conference)

VII. IEEE Nanotechnology Council (NTC) Activities

PE Gaillardon Proposal to organize IEEE NTC Summer school H. Li ISCAS TPC member. T. Prodromakis Member of the IEEE Nanotechnology Council – representing CAS S. Cotofana NTC Distinguished Lecturer Committee, Member M. Chrzanowska-Jeske IEEE NTC V-ce President for Technical Activities 2016-2017 IEEE NTC Advisory Committee 2018-2019 IEEE NTC Technical Activity Committee Chair 2016-2017 IEEE NTC Nanoelectronics TC co-chair, 2017-2018 2017 IEEE NANO Conference, July 2017, Pittsburgh Technical Program co-chair Award Committee Chair W. Zhao AE for TNANO M. Chang Adcom of IEEE Nanotechnology Council

VIII. Other Professional Activities

J.S. Friedman Review Committee Member of the IEEE International Symposium on Circuits & Systems (ISCAS) Technical Program Committee Member of the Design Automation Conference (DAC), SPIE Spintronics, the IEEE International Conference on Electronics, Circuits and Systems (ICECS), the

IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH), and the ACM Great Lakes Symposium on VLSI (GLSVSI) M. Chrzanowska-Jeske Reviewer for: IEEE Transactions on Circuits and Systems IEEE Transactions on Very Large Scale Integration (VLSI) Systems ISCAS 2017 LASCAS 2018 NANO 2017

S. Cotofana IEEE Transactions on Multi-Scale Computing Systems, Steering Committee Member CC. Wang IEET Accreditation Examiner Member of Higher Education Evaluation and Accreditation Council of Taiwan LD. Van IEEE International Symposium on Circuits and Systems (ISCAS) (VLSI Systems and Applications TC Member). IEEE International Symposium on Circuits and Systems (ISCAS) (Circuits and Systems for Communications TC Member). IEEE International Symposium on Circuits and Systems (ISCAS) (Nanoelectronics and Gigascale Systems TC Member). 1st New Generation of Circuits and Systems (NGCAS) Conference 2017 (PC Member, 2017, sponsored by IEEE). T. Prodromakis Member of the Emerging Research Devices working group for shaping the ITRS ArC Instruments Ltd (www.arc-instruments.co.uk), Founder and Director SY.Lee RCM Track Chair: Sensors, Networks and Machine Learning (NEWCAS 2018) Paper assign by VLSI Systems and Applications TC (ISCAS) Paper assign by Biomedical and Life Science Circuits and Systems TC (ISCAS) Paper assign by 2017 IEEE Biomedical Circuits and Systems Conference (BioCAS) Paper assign by 2017 Asian Solid-State Circuits Conference (A-SSCC) Q. Yu TPC members for GLSVLSI’17, ISCAS’17, HOST’17, DAC’17, ASP-DAC’17 GLSVLSI’18, ISCAS’18, HOST’18, DAC’18, ASP-DAC’18 M. Chang 1. Program Director of Microelectronics Program, Ministry of Science and Technology (MOST), Taiwan. 2018.1-2020.12

Thanos Stouraitis 1. member, IEEE Computer Society Fellows Evaluation Committee-2017. 2. Arithmetic Circuits for DSP Applications, 2017, Wiley-IEEE Press, ISBN: 978-1-119-20677- 4 (Pramod Kumar Meher, Thanos Stouraitis, eds.)