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Emerging Technologies in Computing (JETC)

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An Accuracy Tunable Non-Boolean Co-Processor Using Coupled Nano-Oscillators

As we enter an era witnessing the closer end of Dennard scaling, where further reduction in power supply-voltage to reduce power consumption becomes... (more)

Design Considerations for Memristive Crossbar Physical Unclonable Functions

Hardware security has emerged as a field concerned with issues such as integrated circuit (IC)... (more)

Statistical Optimization of FinFET Processor Architectures under PVT Variations Using Dual Device-Type Assignment

With semiconductor technology scaling to the 22nm node and beyond, fin field-effect transistor... (more)

Heterogeneous HMC+DDRx Memory Management for Performance-Temperature Tradeoffs

Three-dimensional DRAMs (3D-DRAMs) are emerging as a promising solution to address the memory wall problem in computer systems. However, high... (more)

Robust In-Field Testing of Digital Microfluidic Biochips

Microfluidic technology offers vast promise for implementing biochemistry-on-chip with diverse applications to clinical diagnosis, genome analysis,... (more)

Resource-Constrained Scheduling for Digital Microfluidic Biochips

Digital microfluidics based on electrowetting-on-dielectric technology is poised to revolutionize many aspects of chemistry and biochemistry through... (more)

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About JETC

The Journal of Emerging Technologies in Computing Systems invites submissions of original technical papers describing research and development in emerging technologies in computing systems. Major economic and technical challenges are expected to impede the continued scaling of semiconductor devices. This has resulted in the search for alternate mechanical, biological/biochemical, nanoscale electronic, asynchronous and quantum computing and sensor technologies. 

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Online Adaptation and Energy Minimization for Hardware Recurrent Spiking Neural Networks

The Liquid State Machine (LSM) is a promising model of recurrent spiking neural networks that provides an appealing brain-inspired computing paradigm for machine learning applications such as pattern recognition. Moreover, processing information directly on spiking events makes the LSM well suitable for cost and energy efficient hardware implementation. In this paper, we systematically present three techniques for optimizing energy efficiency while maintaining good performance of the proposed LSM neural processors from both an algorithmic and hardware implementation point of view. First, to realize adaptive LSM neural processors thus boost learning performance, we propose a hardware-friendly Spike-Timing Dependent Plastic (STDP) mechanism for on-chip tuning. Then, the LSM processor incorporates a novel runtime correlation-based neuron gating scheme to minimize the power dissipated by reservoir neurons. Furthermore, a fine-grained activity-dependent clock gating approach is presented to address the energy inefficiency due to the memory intensive nature of the proposed neural processors. Using two different real-world tasks of speech and image recognition to benchmark, we demonstrate that the proposed architecture boosts the average learning performance by up to 2.0% while reducing energy dissipation by up to 29% compared to a baseline LSM design with little extra hardware overhead on a Xilinx Virtex-6 FPGA.

Energy Efficient Neural Computing with Approximate Multipliers

Deep Neural Network Optimized to Resistive Memory with Nonlinear Current-Voltage Characteristics

Artificial Neural Network computation relies on intensive vector-matrix multiplications. Recently, the emerging nonvolatile memory (NVM) crossbar array showed a feasibility of implementing such operations with high energy efficiency, thus there are many works on efficiently utilizing emerging NVM crossbar array as analog vector-matrix multiplier. However, its nonlinear I-V characteristics restrain critical design parameters, such as the read voltage and weight range, resulting in substantial accuracy loss. In this paper, instead of optimizing hardware parameters to a given neural network, we propose a methodology of reconstructing a neural network itself optimized to resistive memory crossbar arrays. To validate the proposed method, we simulated various neural network with MNIST and CIFAR-10 dataset using two different specific Resistive Random Access Memory (RRAM) model. Simulation results show that our proposed neural network produces significantly higher inference accuracies than conventional neural network when the synapse devices have nonlinear I-V characteristics.

Improving AES Core Performance via An Advanced ASBUS Protocol

Security is becoming a de-facto requirement of System-on-Chips (SoC), leading up to a significant share of circuit design cost. In this paper, we propose an advanced SBUS protocol (ASBUS), in order to improve the data feeding efficiency of the Advanced Encryption Standard (AES) encrypted circuits. As a case study, the direct memory access (DMA) combined with AES engine and memory controller are implemented as our design-under-test (DUT) using field-programmable gate arrays (FPGA). The results show that our presented ASBUS structure outperforms the AXI-based design for cipher tests. As an example, the 32-bit ASBUS design costs less in terms of hardware resources and achieves higher throughput ($1.30 \times$) than the 32-bit AXI implementation, and the dynamic energy consumed by the ASBUS cipher test is reduced to 71.27\% compared with the AXI test.

IMPACT OF PROCESS-VARIATION ON SELF-REFERENCE SENSING SCHEME AND ADAPTIVE CURRENT MODULATION FOR ROBUST STTRAM SENSING

Spin-Transfer-Torque RAM (STTRAM) is a promising technology for high density on-chip cache due to low standby power and high speed. However, the process- variation of Magnetic Tunnel Junction (MTJ) and access transistor poses serious challenge to sensing. Non-destructive sensing suffers from reference resistance variation whereas destructive sensing suffers from failures due to unoptimized selection of data and reference currents. Furthermore, the sense speed is tightly coupled with reference/data current requirement. In this work, we study process-variation effect on self-reference sensing scheme to eliminate bit-to-bit process-variation in MTJ resistance. Read current modulation is proposed to overcome the failures due to process-variation. Simulation results reveal <0.01% failures at the cost of 9ns sense time and 190uW power consumption.

Improving Energy Efficiency in Wireless Network on Chip Architectures

Wireless Network-on-Chip (WiNoC) represents a promising emerging communication technology for addressing the scalability limitations of future manycore architectures. In a WiNoC, high-latency and power-hungry long-range multi-hop communications can be realized by performance- and energy-efficient single-hop wireless communications. However, the energy contribution of such wireless communication accounts for a significant fraction of the overall communication energy budget. This paper presents a novel energy managing technique for WiNoC architectures aimed at improving the energy efficiency of the main elements of the wireless infrastructure, namely, radio-hubs. The rationale behind the proposed technique is based on selectively turning off, for the appropriate number of cycles, all the radio-hubs that are not involved in the current wireless communication. The proposed energy managing technique is assessed on several network configurations under different traffic scenarios both synthetic and extracted from the execution of real applications. The obtained results show that, the application of the proposed technique allows up to 25% total communication energy saving without any impact on performance and with a negligible impact on the silicon area of the radio-hub.

Bibliometrics

Publication Years 2005-2017
Publication Count 364
Citation Count 877
Available for Download 364
Downloads (6 weeks) 2447
Downloads (12 Months) 18316
Downloads (cumulative) 150254
Average downloads per article 413
Average citations per article 2
First Name Last Name Award
Iris Bahar ACM Distinguished Member (2012)
Krishnendu Chakrabarty ACM Fellows (2013)
ACM Distinguished Member (2008)
ACM Senior Member (2006)
Jason Cong ACM Fellows (2008)
Giovanni DeMicheli ACM Fellows (2001)
Nikil D. Dutt ACM Fellows (2014)
ACM Distinguished Member (2007)
John P Hayes ACM Fellows (2001)
Niraj Jha ACM Fellows (2003)
Andrew Kahng ACM Fellows (2012)
Gabriel H Loh ACM Distinguished Member (2014)
ACM Senior Member (2009)
Roman Lysecky ACM Senior Member (2014)
Sharad Malik ACM Fellows (2014)
Igor Markov ACM Distinguished Member (2011)
ACM Senior Member (2007)
Margaret Martonosi ACM Fellows (2009)
Subhasish Mitra ACM Fellows (2014)
Dharmendra Modha ACM Gordon Bell Prize
Special Category (2009) ACM Gordon Bell Prize
Special Category (2009)
Saraju P. Mohanty ACM Senior Member (2010)
Trevor Mudge ACM Fellows (2016)
ACM-IEEE CS Eckert-Mauchly Award (2014)
Massoud Pedram ACM Distinguished Member (2008)
Dhiraj Pradhan ACM Fellows (1999)
Steven K Reinhardt ACM Distinguished Member (2010)
Sachin S. Sapatnekar ACM Fellows (2016)
John E Savage ACM Fellows (1996)

First Name Last Name Paper Counts
Niraj Jha 21
Krishnendu Chakrabarty 11
Kaushik Roy 8
Wei Zhang 7
Michael Niemier 6
Rodney Van Meter 6
Yuan Xie 6
Li Shang 6
Fabrizio Lombardi 6
Xiaobosharon Hu 5
Pierre Gaillardon 5
Partha Pande 5
Mehdi Tahoori 5
Morteza Zamani 4
Jiang Xu 4
Mariagrazia Graziano 4
Shuo Wang 4
Mehdi Sedighi 4
Bhargab Bhattacharya 4
Lei Wang 4
Alvin Lebeck 4
Mohammad Tehranipoor 4
Chris Dwyer 4
Mahboobeh Houshmand 3
Spyros Tragoudas 3
Mahdi Nikdast 3
Michael Crocker 3
Paul Wettin 3
Amlan Chakrabarti 3
Jordi Cortadella 3
Sourindra Chaudhuri 3
Vijaykrishnan Narayanan 3
Jianwei Dai 3
Aoxiang Tang 3
Yaoyao Ye 3
Xuan Wang 3
Tao Xu 3
Fei Su 3
Ferdinand Peper 3
Arun Ravindran 3
Weisheng Zhao 3
Jacques Klein 3
Nagarajan Ranganathan 3
Keshab Parhi 3
Maurizio Zamboni 3
Eren Kursun 3
Arindam Mukherjee 3
Robert Wille 3
Tinoosh Mohsenin 3
Xiaowen Wu 3
Kishor Trivedi 3
Rolf Drechsler 3
Siddhartha Datta 2
Mehdi Saeedi 2
Chiachun Lin 2
Djaafar Chabi 2
Mrigank Sharad 2
Reza Rad 2
Sachin Sapatnekar 2
Giovanni De Micheli 2
Santosh Khasanvis 2
Chris Myers 2
Douglas Densmore 2
Harika Manem 2
Sudip Roy 2
Kolin Paul 2
Stefano Frache 2
Yaojun Zhang 2
Giorgio Natale 2
Lionel Torres 2
Bao Liu 2
Cheng Zhuo 2
Bryant Wysocki 2
Massoud Pedram 2
Giovanni Micheli 2
Saibal Mukhopadhyay 2
Garrett Rose 2
Jacob Murray 2
John Savage 2
Byungsoo Choi 2
Damien Querlioz 2
Rivalino Matias 2
Xuanyao Fong 2
Oliver Keszocze 2
Sparsh Mittal 2
Ashok Palaniswamy 2
Jing Huang 2
André DeHon 2
Suman Datta 2
Lei Wang 2
Zhehui Wang 2
Tsungyi Ho 2
Mehrdad Nourani 2
Min Chen 2
Sungkyu Lim 2
Alexis De Vos 2
Veezhinathan Kamakoti 2
Faquir Jain 2
Anil Wipat 2
Shashikanth Bobba 2
Pallav Gupta 2
Marco Ottavi 2
Bharat Joshi 2
Josep Carmona 2
Philippe Coussy 2
Ruth Bahar 2
Swaroop Ghosh 2
Xianmin Chen 2
Mona Arabzadeh 2
Giovanni De Micheli 2
Jaidev Patwardhan 2
Luca Schiano 2
Yongtae Kim 2
Bipul Paul 2
Prateek Mishra 2
Baris Taskin 2
Arighna Deb 2
Ulf Schlichtmann 2
John Hayes 2
Deliang Fan 2
Amlan Ganguly 2
Eric Rachlin 2
Peng Li 2
Dhiraj Pradhan 2
Torben Mogensen 2
Hafizur Rahaman 2
Swarup Bhunia 2
Behrooz Shirazi 2
Debasis Mitra 2
Xueqing Li 2
Rangharajan Venkatesan 2
Anand Raghunathan 2
Vijay Reddy 2
Sumeet Gupta 2
Mostafizur Rahman 2
Csaba Moritz 2
Himanshu Thapliyal 2
Frederic Chong 2
Mrityunjay Ghosh 1
Mark Cianchetti 1
David Albonesi 1
Hui Li 1
Martha Sepúlveda 1
Chialin Yang 1
Daniel Mange 1
Oana Boncalo 1
H Wong 1
Natsuo Nakamura 1
Taeho Kgil 1
Yong Zhan 1
Dan Venutolo 1
Marie Flottes 1
Junlin Chen 1
Mark Tehranipoor 1
Yier Jin 1
Amey Kulkarni 1
Ayse Coskun 1
Ruiyu Wang 1
Massimo Roch 1
Roger Lake 1
Zhaohao Wang 1
Hang Zhang 1
Keran Zhou 1
Gilles Sassatelli 1
William Cane-Wissing 1
Muhammad Ahsan 1
Loic Decloedt 1
Angsuman Sarkar 1
Tanay Karnik 1
Milad Maleki 1
Houle Gan 1
Srihari Cadambi 1
Curtis Madsen 1
Ashutosh Chakraborty 1
Xuehui Zhang 1
Rajiv Joshi 1
Sharad Malik 1
Zhe Wan 1
Winfried Wilcke 1
Deepa P 1
Travis Humble 1
Christopher Curtis 1
Yuchun Ma 1
Kae Nemoto 1
Simeranjit Brar 1
Smruti Sarangi 1
Paul Pop 1
Ingchao Lin 1
Laura Conde-Canencia 1
Arnab Raha 1
Wei Lu 1
Masud Chowdhury 1
Xuefu Zhang 1
Fei Xia 1
Alexander Gotmanov 1
Junchen Liu 1
Gabriela Nicolescu 1
Yuliang Jin 1
Karthik Shankar 1
Taşkın Koçak 1
Lyn Venken 1
Francesco Abate 1
Saraju Mohanty 1
Alejandro Schrott 1
Mohamad Krounbi 1
Steven Watts 1
Xiaoxia Wu 1
Anish Muttreja 1
Shriram Raghunathan 1
Sheyshi Lu 1
Chandrakant Patel 1
Cullen Bash 1
Susmit Biswas 1
Heba Saadeldeen 1
Ricardo Bianchini 1
Raymond Beausoleil 1
Xi Chen 1
Gaurav Rathi 1
Weikang Qian 1
Sai Chittamuru 1
Srinivas Desai 1
Sudeep Pasricha 1
Yang Liu 1
Yousuke Takada 1
Shihhsien Kuo 1
Q Shi 1
Xiang Wei 1
Gianluca Piccinini 1
Siva Narendra 1
Dafine Ravelosona 1
Abdullah Guler 1
Chao Chen 1
Wei Jiang 1
Haoran Li 1
Haera Chung 1
Steven Rubin 1
Gilda Garretón 1
Sujay Deb 1
Deukhyoun Heo 1
Ketan Patel 1
Wei Zhao 1
Yuxing Yao 1
Nabanita Majumdar 1
Nadine Gergel-Hackett 1
Gabriel Schulhof 1
Prachi Joshi 1
Yungchih Chen 1
Dong Xiang 1
Jifeng Chen 1
Renu Kumawat 1
Jiunli Lin 1
Bernard Girau 1
Laurent Rodriguez 1
Hrishikesh Jayakumar 1
Woosuk Lee 1
Zhongqi Li 1
Aldo Romani 1
Nahid Hossain 1
Chinghwa Cheng 1
Victor Nicola 1
Avinash Kodi 1
Bryan Jackson 1
Charles Augustine 1
Hai Li 1
Huaiyuan Tseng 1
Yujie Huang 1
Yaohong Wang 1
Giacomo Ghidini 1
Tahir Cader 1
Krishna Kant 1
Andrew Rawson 1
Aleksandr Biberman 1
Qianfan Xu 1
Alan Mickelson 1
Kourosh Marjoei 1
Akriti Bagaria 1
Sandeep Samal 1
Eva Rotenberg 1
William Gustafson 1
Ismo Hänninen 1
Craig Lent 1
David Lilja 1
Zoha Pajouhi 1
Guangjun Wen 1
Anderson Sartor 1
Ajay Singhvi 1
Kaitak Lam 1
Jing Guo 1
Sophiane Senni 1
Moonseok Kim 1
Davide Bertozzi 1
Christophe Layer 1
Marc Riedel 1
Sébastien Beux 1
Ian O'Connor 1
Ryangary Kim 1
Masaki Okajima 1
Pinghung Yuh 1
Andy Tyrrell 1
Andrew Greensted 1
Joël Rossier 1
Alexander Khitun 1
Mircea Vlăduţiu 1
Lukáš Sekanina 1
Nobuaki Miyakawa 1
Z Wang 1
Huaixiu Zheng 1
Chris Kim 1
Bruno Rouzeyre 1
Domenic Forte 1
Sina Shahbazmohamadi 1
Marco Indaco 1
Sanjukta Bhanja 1
K Habib 1
Daniel Fasnacht 1
Saber Moradi 1
Alain Pegatoquet 1
Olivier Berder 1
Leo Filippini 1
Nong Xiao 1
Fang Liu 1
Rafael Maeda 1
Fernanda Kastensmidt 1
Yan Fang 1
Jian Zhang 1
Abdoulaye Gamatié 1
Mathias Soeken 1
D Miller 1
Bernard Diény 1
Chandan Sarkar 1
Niraj Jha 1
Alaeddin Aydiner 1
Chenyuan Zhao 1
Chidhambaranathan R 1
Chirag Garg 1
Arnab Roy 1
Chris Winstead 1
Ernst Oberortner 1
Tara Deans 1
Fatima Hadjam 1
Hanwu Chen 1
Joseph Horton 1
Suyog Gupta 1
Andrew Ferraiuolo 1
Hanieh Mirzaei 1
Robert Karam 1
Kyuyeon Hwang 1
Colin Shea 1
Yavuz Yetim 1
Arvind Kumar 1
Anusha Gorantla 1
Wei Chan 1
Andrew Kahng 1
Debasri Saha 1
Ying Wang 1
Bo Yuan 1
Bin Li 1
Mehdi Kamal 1
Andres Kwasinski 1
Carlotta Guiducci 1
Leyla Nazhandali 1
Naoya Tate 1
Karsten Beckmann 1
Zahiruddin Alamgir 1
Shengqi Yang 1
Jamil Wakil 1
Robert Hannon 1
Yue Wu 1
Daniel Davids 1
Aditya Prasad 1
Jun Zeng 1
Mariam Momenzadeh 1
Graham Jullien 1
Rajeswari Devadoss 1
Jiale Liang 1
S Wong 1
Elena Maftei 1
Kele Shen 1
Sarmishtha Ghoshal 1
Jing Xie 1
Nikil Dutt 1
Benoit Chappet De Vangel 1
César Torres-Huitzil 1
Cyrille Chavet 1
Pooria Yaghini 1
Nader Bagherzadeh 1
Chiahung Chien 1
Marco Tartagni 1
Dongjae Shin 1
Minkyu Maeng 1
Luis Plana 1
David Clark 1
Jim Garside 1
Eustace Painkras 1
Marc Jaekel 1
Evan Lent 1
Domenico Cotroneo 1
Jin Sun 1
Vandi Alves 1
Jamie Collier 1
Rita Casadio 1
Bulent Kurdi 1
Clemens Moser 1
Dharmendra Modha 1
Geoffrey Burr 1
Sri Choday 1
Yiran Chen 1
Jun Yang 1
Alexey Khvalkovskiy 1
Tsungching Huang 1
Aditya Bansal 1
Paul Falkenstern 1
Mohamad Sawan 1
Dang Nguyen 1
Zhenyu Sun 1
Amip Shah 1
Radu Marculescu 1
Sajal Das 1
Michal Lipson 1
Keren Bergman 1
Hongyu Zhou 1
Anuj Arora 1
Holger Axelsen 1
Trung Nguyen 1
Greg Snider 1
M Najafi 1
Honglan Jiang 1
Mary Eshaghian-Wilner 1
Lucian Prodan 1
Mihai Udrescu 1
Jacob White 1
Gordon Wan 1
Steven Reinhardt 1
Cesare Ferri 1
Sherief Reda 1
Jonathan Salkind 1
Qiaoyan Yu 1
Gerardo Pelosi 1
Jean Dutertre 1
Yu Bi 1
Jiannshiun Yuan 1
Ramprasad Ravichandran 1
Mostafa Azghadi 1
Mehmet Ozdas 1
Olivier Sentieys 1
Edith Beigné 1
Wei Chen 1
Liang Wen 1
Xiong Pan 1
Luan Duong 1
Zhifei Wang 1
Luigi Carro 1
Antônio Beck 1
Ney Calazans 1
Sumeet Gupta 1
Yihang Chen 1
Virgile Javerliac 1
Anja Von Beuningen 1
Luca Ramini 1
Kotb Jabeur 1
Stephane Gros 1
Pierre Paoli 1
Chengwen Wu 1
Keqin Li 1
Kiyoung Choi 1
William Fornaciari 1
Vivek De 1
El Hasaneen 1
Nicholas Roehner 1
Goksel Misirli 1
Herbert Sauro 1
Rudolf Füchslin 1
Biplab Sikdar 1
Mark Hagan 1
Hao Yu 1
Mohammed Alawad 1
Wei Chen 1
Kihyun Park 1
Krishnendu Guha 1
Jing Ye 1
Daniel Grissom 1
Nishad Nerurkar 1
Sandro Bartolini 1
Jie Chen 1
Pratik Kabali 1
Christine Nardini 1
Weichen Liu 1
Yao Xu 1
Yang Liu 1
Ransford Hyman 1
Narayanan Komerath 1
Vasilis Pavlidis 1
Fiona Teshome 1
Gabriel Loh 1
Lloyd Harriott 1
Arthur Nieuwoudt 1
Sezer Gören 1
Jia Lee 1
Behnam Ghavami 1
Luke Pierce 1
Manoj Gaur 1
Ozan Ozbag 1
Juha Plosila 1
Hannu Tenhunen 1
Oluleye Olorode 1
Nilanjan Goswami 1
Michele Dini 1
Woomin Hwang 1
Marco Vacca 1
Jeffrey Pepper 1
Philippe Matherat 1
Ian O'Connor 1
M Amadou 1
John Jr 1
Haldun Kufluoglu 1
Giuseppe Profiti 1
Pier Martelli 1
Andrea Acquaviva 1
Arijit Raychowdhury 1
Alvaro Padilla 1
Simone Raoux 1
Sayeef Salahuddin 1
Satish Kumar 1
Xueti Tang 1
Xiao Luo 1
Wen Ko 1
Muhammad Salam 1
Pedro Irazoqui 1
Steve Majerus 1
Michael Suster 1
Paul Fletter 1
Hsinhung Liao 1
Tao Wang 1
Xiang Chen 1
Prithviraj Banerjee 1
Alan Savage 1
Siddharth Garg 1
Diana Marculescu 1
Andrès Márquez 1
Jacob Levy 1
Rekha Govindaraj 1
Sukeshwar Kannan 1
Michael Thomsen 1
Kamalika Datta 1
Pragyan Mohanty 1
Umamaheswara Tida 1
Yiyu Shi 1
Chunyi Lee 1
Shiva Navab 1
Kang Wang 1
Albert Lin 1
Shigeto Nakayama 1
Nathan Binkert 1
Trevor Mudge 1
Glenn Reinman 1
David Wolpert 1
Paul Ampadu 1
Stephan De Castro 1
Anirudh Iyengar 1
Kaveh Shamsi 1
Elena Vatajelu 1
Xunzhao Yin 1
Jayita Das 1
Azzurra Pulimeno 1
Gefei Wang 1
Youguang Zhang 1
Lei Wang 1
Zhiguang Chen 1
José Abellán 1
Meghna Mankalale 1
A Goud 1
Liang Rong 1
Arthur Lorenzon 1
Victor Yashin 1
Donald Chiarulli 1
Ernesto Sánchez 1
Kartik Mohanram 1
Runlai Wan 1
Xun Gao 1
Hoda Khouzani 1
Fabrice Bernard-Granger 1
Gregory Pendina 1
V Devanathan 1
Haiyao Huang 1
Claudio Moraga 1
Xiaoyu Song 1
Marek Perkowski, 1
Md Rahman 1
Gerhard Dueck 1
Samik Some 1
Olivier Thomas 1
Yu Cao 1
Taemin Kim 1
Zichuan Liu 1
Sajid Anwar 1
Nong Xiao 1
Yu Wang 1
Howie Huang 1
Houman Homayoun 1
Jeyavijayan Rajendran 1
Tzvetan Metodi 1
Andrew Cross 1
Michael Henry 1
Ashok Srivastava 1
Clay Mayberry 1
Benjamin Gojman 1
Venkataraman Mahalingam 1
Krishnendu Chakrabarty 1
Xuemei Chen 1
Kerry Bernstein 1
James Tour 1
Garrett Rose 1
Peter Kogge 1
Zahra Sasanian 1
Meng Zhang 1
H Ugurdag 1
Kenichi Morita 1
H Wong 1
V Kamakoti 1
A Bhattacharya 1
Soumya Eachempati 1
Yuan Xie 1
Spyros Tragoudas 1
Jaeyoon Kim 1
Niraj Jha 1
Pohsun Wu 1
Misagh Khayambashi 1
Jue Wang 1
Tao Li 1
Vijay Raghunathan 1
Miguel Lastras-Montaño 1
Melika Payvand 1
Kwangting Cheng 1
Matteo Filippi 1
Dongjin Kim 1
Rajit Manohar 1
Fabien Clermidy 1
Roberto Pietrantuono 1
Yanbin Wang 1
Gautam Kapila 1
Jing Zhao 1
Wensi Wang 1
Terence O'Donnell 1
Elisa Ficarra 1
Rohit Shenoy 1
Bipin Rajendran 1
Subho Chatterjee 1
Alexander Driskill-Smith 1
Swaroop Ghosh 1
Chenpang Kung 1
Steven Garverick 1
Yaojoe Yang 1
Diana Franklin 1
Sandeep Gupta 1
Kyle Preston 1
Gilbert Hendry 1
Nicolas Sherwood-Droz 1
Yong Shim 1
Eldhose Peter 1
Stéphane Burignat 1
Tetsuo Yokoyama 1
Alireza Shafaei 1
Peng Li 1
William Hwang 1
Pierre Mudry 1
Gianluca Tempesti 1
André Stauffer 1
Marya Lieberman 1
Jie Deng 1
Eiri Hashimoto 1
Yutaka Sacho 1
Ali Saidi 1
Yuchun Ma 1
Yongxiang Liu 1
Andy Chiu 1
Alessandro Barenghi 1
Shahed Quadir 1
John Chandy 1
Jaewon Jang 1
Chengwei Lin 1
Mario Barbareschi 1
PAOLO Prinetto 1
Tiansheng Zhang 1
Yue Zhang 1
Claude Chappert 1
Sungjun Yoon 1
Xuhao Chen 1
Ajay Joshi 1
Xia Zhang 1
Hassan Mohammadi 1
Matteo Reorda 1
Jack Sampson 1
Abbas Dehghani 1
Kamal Jamshidi 1
Jianyu Chen 1
Sylvain Claireux 1
Guangyan Zhang 1
Davide Zoni 1
Andrew Kahng 1
Rajat Chakraborty 1
Zhen Zhang 1
Maik Hadorn 1
Perrine Batude 1
Shengqi Yang 1
Wenping Wang 1
Wei Zhang 1
Pinaki Mazumder 1
Ruchir Puri 1
Leibin Ni 1
Margaret Martonosi 1
Jiajia Li 1
Ali Afzali-Kusha 1
Jie Zhang 1
Kohei Itoh 1
Minlun Chuang 1
Christof Teuscher 1
Isaac Chuang 1
Ashwani Sharma 1
Mark Oskin 1
Aravinda Kar 1
Jin He 1
Kevin Chang 1
Xinmin Yu 1
M Balakrishnan 1
Michael Leuchtenburg 1
Csaba Moritz 1
Weichen Liu 1
Pavan Panchapakeshan 1
Jan Madsen 1
Sandip Tiwari 1
Vineet Sahula 1
Yang Du 1
Bertrand Granado 1
Nasim Farahini 1
Ahmed Hemani 1
Ashkan Eghbal 1
Luke Theogarajan 1
AmirAli Ghofrani 1
Kyuho Park 1
Hyunchul Seok 1
Chulmin Kim 1
Jun Pang 1
Alex Yakovlev 1
Simon Davidson 1
Steve Furber 1
Steve Temple 1
Nor Haron 1
Said Hamdioui 1
Roberto Natella 1
Roman Lysecky 1
Janet Roveda 1
Chung Lam 1
Gregory Corrado 1
Roger Cheek 1
Charles Rettner 1
Wengfai Wong 1
Chengkok Koh 1
R Williams 1
Dmytro Apalkov 1
Penli Huang 1
Hai Li 1
Yiran Chen 1
Vlasia Anagnostopoulou 1
Georgios Varsamopoulos 1
Hengxing Tan 1
Moustafa Mohamed 1
Abhishek Koneru 1
Karthik Yogendra 1
Chamika Liyanagedera 1
Stijn De Baerdemacker 1
Cong Liu 1
Jie Han 1
Thomas Lee 1
Shinobu Fujita 1
Takanori Maebashi 1
Krisztiàn Flautner 1
Dennis Huo 1
Luca Breveglieri 1
Qianying Tang 1
Youngok Pino 1
Matthew French 1
Trongnhan Le 1
Arnaud Carer 1
Wang Kang 1
Anand Raghunathan 1
Arnab Biswas 1
Zhe Wang 1
Yao Wang 1
Matheus Moreira 1
Peter Beerel 1
Qian Wang 1
Juinndar Huang 1
Jungsang Kim 1
Yuan Xue 1
Chengmo Yang 1
Guillaume Prenat 1
Debesh Das 1
Jinho Lee 1
Kyungsu Kang 1
Naser MohammadZadeh 1
Weikai Shih 1
Nathan McDonald 1
Muzaffer Simsir 1
Natalio Krasnogor 1
Amlan Gangul 1
Jude Rivers 1
Xin Li 1
Cory Merkel 1
Manan Suri 1
Abhronil Sengupta 1
Wonyong Sung 1
Adam Page 1
Ali Jafari 1
Subramanian Iyer 1
Yakir Vizel 1
Mingzhu Deng 1
Youngsun Youn 1
Shindug Kim 1
Bing Li 1
Yin Liu 1
Philip Brisk 1
Fuwei Chen 1
Saeed Safari 1
Vineeth Vijayakumaran 1
Manoj Yuvaraj 1
Paolo Grani 1
William Munro 1
Chunyao Wang 1
Makoto Naruse 1
Naokatsu Yamamoto 1
Motoichi Ohtsu 1
Weiyu Tsai 1
Mesbah Uddin 1
Ye Yu 1
Hu Xu 1
Bryan Black 1
Douglas Tougaw 1
Yang Zhao 1
Mircea Stan 1
Timothy Dysart 1
Pritish Narayanan 1
Michael Gladshtein 1
Jeffrey Krichmar 1
Yong Zhang 1
Benoît Miramond 1
Hugues Wouafo 1
Syed Jafri 1
Siddharth Gaba 1
Seongmin Kim 1
Basit Sheikh 1
Michael Kishinevsky 1
Delong Shang 1
Cathy Chancellor 1
Claude Cirba 1
Ahmed Louri 1
Rubens Matos 1
F De Souza 1
Ningning Wang 1
Brendan O'Flynn 1
Cian O'Mathuna 1
Jeff Siebert 1
Yifang Liu 1
Yang Yi 1
Shankar Balachandran 1
Franjo Ivančić 1
Martin Roetteler 1
Erik Lindgren 1
Jennifer Hallinan 1
Harold Fellermann 1
Zhiqiang Li 1
Bibhash Sen 1
Anuroop Vidapalapati 1
Guangyu Sun 1
Yu Cao 1
Dhireesha Kudithipudi 1
Masoud Zamani 1
Pareesa Golnari 1
Armin Alaghi 1
Songping Yu 1
Fang Liu 1
Yu Hu 1
Xiaowei Li 1
Huazhong Yang 1
Tingting Hwang 1
Matthias Beste 1
Mohammad Tavana 1
Mingjie Lin 1
Darshan Thaker 1
Piero Fariselli 1
Jianjia Chen 1
Lothar Thiele 1
Matthew Breitwisch 1
Kailash Gopalakrishnan 1
Niladri Mojumder 1
Adrian Ong 1
Eugene Chen 1
Jing Li 1
Zahra Abbasi 1
Sanjay Ranka 1
Phanisekhar Bv 1
Muthukumar Murugan 1
Kevin Fox 1
Johnnie Chan 1
Zheng Li 1
Janibul Bashir 1
Guoqing Chen 1
Robert Glück 1
Indranil Sengupta 1
Christopher Mundy 1
Kia Bazargan 1
Leibo Liu 1
Yaowen Chang 1
Bruce Tidor 1
Shinjiro Toyoda 1
Jason Cong 1
Jie Chen 1
Stefano Sanfilippo 1
Guido Bertoni 1
Ruggero Susella 1
Yingjie Lao 1
Navid Asadizanjani 1
Kenneth Ramclam 1
Kevin Scott 1
Stefan Hillmich 1
Jie Meng 1
Giacomo Indiveri 1
Can Sitik 1
Emre Salman 1
Suzanne Lesecq 1
Ke Jiang 1
Peng Yang 1
Haibo Wang 1
Stephan Wong 1
Brandon Jennings 1
Steven Levitan 1
Ramy Tadros 1
Kouichi Akahane 1
Neel Gala 1
Sarada Krithivasan 1
MD Majumder 1
Daniel Sorin 1
Minhao Zhu 1
Suman Sah 1
Benjamin Belzer 1
Vivek Shende 1
Jonathan Bean 1
Weiguo Tang 1
Okan Palaz 1
S Srinivasan 1
Mohsen Raji 1
Hossein Pedram 1
Shunming Syu 1
Rodney Meter 1
Syyen Kuo 1
Marc Galceran-Oms 1
John Bainbridge 1
Aaron Dingler 1
Stefano Russo 1
Senthil Arasu 1
Fumio Machida 1
Jean Araujo 1
Paulo Maciel 1
Mike Hayes 1
Justin Wenck 1
Kathleen Marchal 1
Jos Vanderleyden 1
Damiano Piovesan 1
Enrico Macii 1
Rajeevan Amirtharajah 1
Wujie Wen 1
Vladimir Nikitin 1
Daniel Lottis 1
Kiseok Moon 1
Kwangting Cheng 1
Margot Damaser 1
Martin Arlitt 1
Tao Yang 1
Tridib Mukherjee 1
Hafiz Sheikh 1
Ishfaq Ahmad 1
David Du 1
Landon Sego 1
Manish Vachharajani 1
Joydeep Rakshit 1
Lungyen Chen 1
Laurent Becker 1
Kalyan Biswas 1
Tayebeh Bahreini 1
Lu Wang 1
Martin Barke 1
Clare Thiem 1
Milan Patnaik 1
Swapnil Bhatia 1
Manojit Dutta 1
Woohyung Lee 1
Bo Yuan 1
Priyadarshini Panda 1
Hantao Huang 1
Somnath Paul 1
Sukyung Yoon 1
Soheil Salehi 1
Ronald Demara 1
Wulong Liu 1
Naseef Mansoor 1
Guru Venkataramani 1
Zhehui Wang 1
H Wong 1
Subhasish Mitra 1
Mohammad Hajkazemi 1
Sukanta Bhattacharjee 1
James Donald 1
Xiaojun Ma 1
Jeremy Tolbert 1
Keith Britt 1
Teng Lu 1
Tadashi Kawazoe 1
Nathaniel Cady 1
Jiale Huang 1
Mukta Farooq 1
Charles Lieber 1
Igor Markov 1
Yu Cao 1
Adam Cabe 1
Konrad Walus 1
Kushal Datta 1
Yehia Massoud 1
Ajay Bhoj 1
Jorge Kina 1
Stanley Yeh 1
Chunyao Wang 1
ChiOn Chui 1

Affiliation Paper Counts
Universite Pierre et Marie Curie 1
Universidad Catolica de Murcia 1
Feng Chia University 1
Southeast University China, Nanjing 1
City University of New York 1
Yangzhou University 1
University of Kansas 1
Centre Hospitalier de L'Universite de Montreal 1
Minia University 1
The University of British Columbia 1
Samsung Group 1
State University of New York at New Paltz 1
Ohio University Athens 1
Nanzan University 1
Air Force Research Laboratory Information Directorate 1
University of Texas at Austin 1
INRIA Institut National de Rechereche en Informatique et en Automatique 1
Brno University of Technology 1
Indian Institute of Science, Bangalore 1
University of Waterloo 1
University of Maryland, Baltimore 1
Peking University 1
Defence Research and Development Organisation India 1
Japan Science and Technology Agency 1
Zurich University of Applied Sciences Winterthur 1
Yeditepe University 1
National University of Singapore 1
Harbin Institute of Technology 1
Chang Gung University 1
University of Twente 1
Chongqing University 1
University of North Texas 1
University of California, Berkeley 1
Shanghai Jiaotong University 1
Valparaiso University 1
University of Oxford 1
Federal University of Piaui 1
Cadence Design Systems 1
Research Organization of Information and Systems National Institute of Informatics 1
Wuhan University 1
Chung Yuan Christian University 1
Rutgers, The State University of New Jersey 1
Hiroshima University 1
University of Copenhagen 1
University of California System 1
NEC Corporation 1
Utah State University 1
Universite Nice Sophia Antipolis 1
Texas Instruments (India) Ltd 1
National Taiwan University Hospital 1
Amazon.com, Inc. 1
Ozyegin University 1
ORT Braude - College of Engineering 1
ARM Ltd. 1
Kalyani Government Engineering College 1
MCKV Institute of Engineering 1
NYU Tandon School of Engineering 1
Amity University, Kolkata 1
University of Victoria 1
University of Calgary 2
University of Siena 2
Harbin Engineering University 2
Google Inc. 2
University of Turku 2
University of Missouri-Kansas City 2
Commissariat a L'Energie Atomique CEA 2
Colorado State University 2
Harvard University 2
Qualcomm Incorporated 2
Federal University of Uberlandia 2
University of Southern California, Information Sciences Institute 2
Kirtland Air Force Base 2
Pontifical Catholic University of Rio Grande do Sul 2
Shahed University 2
Louis Stokes Cleveland VA Medical Center 2
Advanced Micro Devices, Inc. 2
University of Science and Technology of China 2
Hewlett-Packard Inc. 2
University of Bristol 2
Jadavpur University 2
Bahcesehir University 2
Johannes Kepler University Linz 2
STMicroelectronics 2
Southern Illinois University 2
University of Ferrara 2
Missouri University of Science and Technology 2
Daneshgahe Esfahan 2
Stony Brook University 2
Virginia Tech 2
University of Seoul 2
Oracle Corporation 2
California Institute of Technology 2
Hefei National Laboratory for Physical Sciences at Microscale 2
Universite de Lyon 2
Toshiba America Research, Inc 2
European Centre for Soft Computing 2
Universite de Lorrain 2
Indian Institute of Technology 2
George Washington University 3
Indian Institute of Technology, Kharagpur 3
Delft University of Technology 3
Louisiana State University 3
Technical University of Denmark 3
National Chiao Tung University Taiwan 3
Beihang University 3
University of Washington, Seattle 3
University of Tennessee, Knoxville 3
University of York 3
University of New Brunswick 3
Malaviya National Institute of Technology 3
NEC Laboratories America, Inc. 3
Air Force Research Laboratory 3
University of Tehran 3
University of Delaware 3
University of Calcutta 3
Catholic University of Leuven, Leuven 3
Carnegie Mellon University 3
Institut des Nanotechnologies de Lyon 3
Indian Institute of Engineering Science and Technology, Shibpur, Howrah, India 4
Polytechnic University of Timisoara 4
Tyndall National Institute at National University of Ireland, Cork 4
Royal Institute of Technology 4
University of Texas at Arlington 4
Universite de Bretagne-Sud 4
CEA LETI 4
University of Arizona 4
State University of New York at Albany 4
Yonsei University 4
George Mason University 4
Polytechnic School of Montreal 4
Technical University of Munich 4
IBM, USA 4
Shanghai University 4
Portland State University 4
Oak Ridge National Laboratory 4
University of Tokyo 4
University of Rochester 4
Columbia University 4
Universite de Rennes 1 4
University of California, San Diego 4
Federal University of Pernambuco 4
Ghent University 4
Karlsruhe Institute of Technology 4
Rice University 5
University of Minnesota System 5
Federal University of Rio Grande do Sul 5
Universitat Politecnica de Catalunya 5
University of Texas at Dallas 5
Seoul National University 5
University of Naples Federico II 5
National Tsing Hua University 5
Chinese Academy of Sciences 5
Texas A and M University 5
Massachusetts Institute of Technology 5
Pacific Northwest National Laboratory 5
Indian Statistical Institute, Kolkata 5
University of California, Riverside 5
University of Alberta 5
Japan National Institute of Information and Communications Technology 5
National Institute of Technology, Durgapur 5
Case Western Reserve University 6
University of Texas at San Antonio 6
University of California, Irvine 6
University of California, Davis 6
National Cheng Kung University 6
New York University 6
University of Virginia 6
Politecnico di Milano 6
Universite Paris-Sud XI 6
University of Utah 6
University of Southern California 6
University of Electronic Science and Technology of China 7
Newcastle University, United Kingdom 7
Drexel University 7
Southern Illinois University at Carbondale 7
SPINTEC - Spin in Electronics Research 7
University of Manchester 8
Arizona State University 8
Nanyang Technological University 8
University of Maryland, Baltimore County 8
Keio University 8
Korea Advanced Institute of Science & Technology 8
The Institute of Fundamental Electronics, Orsay 8
HP Labs 9
Brown University 9
Indian Institute of Technology, Madras 9
Swiss Federal Institute of Technology, Zurich 9
Indian Institute of Technology, Delhi 9
National Taiwan University 10
Cornell University 10
Laboratoire d'Informatique, de Robotique et de Microelectronique de Montpellier LIRMM 10
IBM Almaden Research Center 10
University of Florida 10
Texas Instruments 10
Tsinghua University 10
University of California, Los Angeles 10
Rochester Institute of Technology 11
Bremen University 11
University of Massachusetts Amherst 11
University of Central Florida 11
University Michigan Ann Arbor 11
University of Bologna 11
University of Minnesota Twin Cities 11
University of Colorado at Boulder 12
The University of North Carolina at Charlotte 12
Boston University 12
National University of Defense Technology China 12
University of Pittsburgh 13
IBM Thomas J. Watson Research Center 13
Stanford University 14
University of South Florida Tampa 15
Georgia Institute of Technology 15
Swiss Federal Institute of Technology, Lausanne 16
University of California, Santa Barbara 16
Northeastern University 17
Amirkabir University of Technology 19
Washington State University 20
Intel Corporation 20
Pennsylvania State University 23
Polytechnic Institute of Turin 23
University of Notre Dame 23
Hong Kong University of Science and Technology 27
University of Connecticut 30
Duke University 34
Purdue University 38
Princeton University 53

ACM Journal on Emerging Technologies in Computing Systems (JETC)
Archive


2017
Volume 14 Issue 1, October 2017  Issue-in-Progress
Volume 13 Issue 4, August 2017
Volume 13 Issue 3, May 2017 Special Issue on Hardware and Algorithms for Learning On-a-chip and Special Issue on Alternative Computing Systems
Volume 13 Issue 2, March 2017 Special Issue on Nanoelectronic Circuit and System Design Methods for the Mobile Computing Era and Regular Papers

2016
Volume 13 Issue 1, December 2016 Special Issue on Secure and Trustworthy Computing
Volume 12 Issue 4, July 2016 Regular Papers

2015
Volume 12 Issue 3, September 2015 Special Issue on Cross-Layer System Design and Regular Papers
Volume 12 Issue 2, August 2015 Special Issue on Advances in Design of Ultra-Low Power Circuits and Systems in Emerging Technologies
Volume 12 Issue 1, July 2015
Volume 11 Issue 4, April 2015 Special Issues on Neuromorphic Computing and Emerging Many-Core Systems for Exascale Computing

2014
Volume 11 Issue 3, December 2014 Special Issue on Computational Synthetic Biology and Regular Papers
Volume 11 Issue 2, November 2014 Special Issue on Reversible Computation and Regular Papers
Volume 11 Issue 1, September 2014
Volume 10 Issue 4, May 2014
Volume 10 Issue 3, April 2014
Volume 10 Issue 2, February 2014
Volume 10 Issue 1, January 2014 Special Issue on Reliability and Device Degradation in Emerging Technologies and Special Issue on WoSAR 2011

2013
Volume 9 Issue 4, November 2013 Special Issue on Bioinformatics
Volume 9 Issue 3, September 2013
Volume 9 Issue 2, May 2013 Special issue on memory technologies
Volume 9 Issue 1, February 2013

2012
Volume 8 Issue 4, October 2012
Volume 8 Issue 3, August 2012
Volume 8 Issue 2, June 2012 Special Issue on Implantable Electronics
Volume 8 Issue 1, February 2012

2011
Volume 7 Issue 4, December 2011
Volume 7 Issue 3, August 2011
Volume 7 Issue 2, June 2011
Volume 7 Issue 1, January 2011

2010
Volume 6 Issue 4, December 2010
Volume 6 Issue 3, August 2010
Volume 6 Issue 2, June 2010
Volume 6 Issue 1, March 2010

2009
Volume 5 Issue 4, November 2009
Volume 5 Issue 3, August 2009
Volume 5 Issue 2, July 2009
Volume 5 Issue 1, January 2009

2008
Volume 4 Issue 4, October 2008
Volume 4 Issue 3, August 2008
Volume 4 Issue 2, April 2008
Volume 4 Issue 1, March 2008
Volume 3 Issue 4, January 2008

2007
Volume 3 Issue 3, November 2007
Volume 3 Issue 2, July 2007
Volume 3 Issue 1, April 2007

2006
Volume 2 Issue 4, October 2006
Volume 2 Issue 3, July 2006
Volume 2 Issue 2, April 2006
Volume 2 Issue 1, January 2006

2005
Volume 1 Issue 3, October 2005
Volume 1 Issue 2, July 2005
Volume 1 Issue 1, April 2005
 
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