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System-driven circuit design for ADC-based wireline data links
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Wei-Long Zheng
Associate professor, phd advisor, shanghai jiao tong university.
Always looking for highly-motivated students and postdocs to join our team to work on understanding how the brain works! Feel free to email me if you are interested!
Hi, I am currently a Tenured-Track Associate Professor in Department of Computer Science and Engineering, Shanghai Jiao Tong University . My lab is Center for Brain-like Computing and Machine Intelligence (BCMI) . My research interests cover the broad areas of affective brain-computer interfaces, computational neuroscience, machine learning, AI, clinical healthcare, and biomedical engineering.
Prior to SJTU, I was a Postdoc Associate in Department of Brain and Cognitive Science at Massachusetts Institute of Technology (MIT). I worked with Michael Halassa and Robert Yang on developing computational models for thalamocortical interactions in cognition. I was also a research fellow in Department of Neurology, Massachusetts General Hospital , Harvard Medical School , working with M Brandon Westover , MD, PhD. I obtained my PhD degree in the Center for Brain-Like Computing and Machine Intelligence , Department of Computer Science , Shanghai Jiao Tong University , China, supervised by Bao-Liang Lu .I obtained my Bachelor degree from Talented Student Program in Department of Electronic and Information Engineering, South China University of Technology, China. I was a visiting researcher in The Cichocki Laboratory for Advanced Brain Signal Processing , Brain Science Institute , RIKEN , Japan, and in Intelligent Systems Group , Department of Computer Science and Artificial Intelligence, University of the Basque Country, Spain.
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Shanghai Jiao Tong University, China
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ADC-Based SerDes Receiver for 112 Gb/s PAM4 Wireline Communication
- First Online: 25 March 2022
Cite this chapter
- Kevin Geary 4 ,
- James Hudner 5 ,
- Declan Carey 4 ,
- Ronan Casey 4 ,
- Kay Hearne 4 ,
- Marc Erett 4 ,
- Chi Fung Poon 6 ,
- Hongtao Zhang 6 ,
- Sai Lalith Chaitanya Ambatipudi 6 ,
- David Mahashin 6 ,
- Parag Upadhyaya 6 &
- Yohan Frans 6
2725 Accesses
Increasing bandwidth demands in the data center, due to the evolution of IoT and Cloud Computing, has led to new 112 Gb/s electrical interface standards for wireline communication being developed. PAM4 is the chosen signalling method and maintains compatibility with existing 56 Gb/s standards. In this paper, the design and implementation of a 112 Gb/s PAM4 wireline receiver test-chip implemented in FinFET technology will be presented. The receiver’s architecture consists of a four-stage continuous-time linear equalizer (CTLE), a peaking capacitance buffer, a 56 GSa/s time-interleaved 7-bit SAR ADC, DSP, and adaptation loops.
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Acknowledgments
The authors would like to thank the Xilinx SerDes design and validation teams for contributing to their circuit design and silicon measurements.
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Kevin Geary, Declan Carey, Ronan Casey, Kay Hearne & Marc Erett
Kandou Bus, Lausanne, Switzerland
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Xilinx, San Jose, CA, USA
Chi Fung Poon, Hongtao Zhang, Sai Lalith Chaitanya Ambatipudi, David Mahashin, Parag Upadhyaya & Yohan Frans
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University of Milan, Milan, Italy
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Geary, K. et al. (2022). ADC-Based SerDes Receiver for 112 Gb/s PAM4 Wireline Communication. In: Harpe, P., Makinwa, K.A., Baschirotto, A. (eds) Analog Circuits for Machine Learning, Current/Voltage/Temperature Sensors, and High-speed Communication. Springer, Cham. https://doi.org/10.1007/978-3-030-91741-8_15
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Combustion Visualisation Monitoring Using High Speed Imaging
--> Zheng, Lukai (2018) Combustion Visualisation Monitoring Using High Speed Imaging. PhD thesis, University of Sheffield.
Optical visualisation of flames plays an important role in the in-depth understanding of complex combustion phenomena. In particular, a high-speed camera can provide nonintrusive and continuous monitoring of flames. Through the recorded images, further analysis on colour, temperature, flame dynamics, and a variety of other information can be achieved, which is essential for physical study and numerical modelling. The main objectives of the present work are to apply visualisation monitoring to different combustion conditions, quantitatively analyse the combustion performance, and integrate these analyses with their inherent nature to achieve physical insights into these combustion phenomena. Overall, this work improves the understanding of combustion, and contributes towards the development of tools for flame performance analysis and evaluation. These benefits could be crucial for future fuels and engines.
| Supervisors: | Zhang, Yang and Rongong, Jem A |
|---|---|
| Awarding institution: | University of Sheffield |
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| Identification Number/EthosID: | uk.bl.ethos.755177 |
| Depositing User: | Miss Lukai Zheng |
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Welcome to the Zijian Zheng’s research group in the Department of Applied Biology and Chemical Technology (ABCT) at The Hong Kong Polytechnic University! The general research interest of Zheng Group is controlling the architecture on surfaces at the molecular and nanometer scales. We focus on tailoring the surface properties and functionalities by manipulating the surface topography and chemistry. The approaches are multidisciplinary, involving expertise and knowledge in chemistry, materials science, physics, electric engineering, biochemistry, and textile. In particular, we aim to pursue our research in the following areas:
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Candidates with strong background in polymer science, graphene, Li-ion battery, supercapacitor, or organic electronics are preferred. |
Professor Yong ZhengAssociate professor. 
Dr. Yong Zheng is currently a tenured Associate Professor at Department of Information Technology and Management , College of Computing , Illinois Institute of Technology , Chicago, USA, and he also served as a Co-Director of the PhD Program in the ITM Department. He obtained his PhD degree in computer and information sciences from DePaul University in Chicago. Prior to IIT-Chicago, he worked with Dr. Bamshad Mobasher and Dr. Robin Burke on Recommender Systems and User Modeling. Dr. Zheng is the director of the Center for Decision Making and Optimization (DMO) at Illinois Institute of Technology. His primary research focus encompasses the realm of Data Science and AI, with a specific emphasis on User Modeling, Personalization, and Recommender Systems. Additionally, he is engaged in cross-disciplinary investigations within Human-Centric Computing, Technology-Enhanced Learning, and FinTech. Notably, his scholarly contributions have found their way into premier conferences and journals, including KDD, ICDM, CIKM, RecSys, UMAP, IUI, SAC, UMUAI, Neurocomputing, etc. He maintains an active presence in professional engagement. His expertise has led to invitations to serve as organizational roles in prominent ACM conferences, such as ACM RecSys, ACM UMAP, ACM IUI, ACM Hypertext, and ACM SIGITE. Furthermore, he has played editorial roles for journals like JIIS , FIBD , EAIT and IJEntTM . Serving as both a Program Committee member and reviewer, he has contributed his insights to distinguished academic journals and conferences, including IJCAI, KDD, SIGIR, WWW, RecSys, UMAP, TOIS, TIST, TiiS, TKDE, UMUAI, and more.
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November 2021: Qinhan and Siqing passed their PhD thesis defense! Congratulations and couldn’t be more happy for you! August 2021: Wei Xiao joined our group as a graduate student! Welcome! June 2021: Samira passed her PhD qualifying examination! Congrats! September 2020: Xingya and Qinhan’s paper “Noninvasive monitoring of hepatic glutathione depletion through fluorescence imaging and blood testing.” was published by Science Advances . Great Job! (Highlighted by UT Dallas News: Study Shows Simple Blood Test Could Detect Liver Injury Earlier | News Center (utdallas.edu) ) September 2020: Bujie’s paper “Hyperfluorescence imaging of kidney cancer enabled by renal secretion pathway dependent efflux transport.” was published by Angew. Chem. Int. Ed. Good Job! August 2020: Yingyu passed his PhD thesis defense! Congratulations and happy graduation! June 2020: Chuanqi and Yingyu’s review paper “Renal clearable nanocarriers: Overcoming the physiological barriers for precise drug delivery and clearance.” was published by Journal of Controlled Release . Good Job! May 2020: Hasti Shafie joined our group as a graduate student! Welcome! April 2020: Xingya’s paper “Cancer photothermal therapy with ICG-conjugated gold nanoclusters.” was published by Bioconjugate Chemistry . Great Job! April 2020: Shaoheng and Yingyu’s paper “Salivary Excretion of Renal-Clearable Silver Nanoparticles.” was published by Angew. Chem. Int. Ed. Congratulations! March 2020: Dr. Zheng was selected to the AIMBE College of Fellows !Congratulations, Dr.Zheng! (News from the AIMBE: Jie Zheng Dr. Jie Zheng Inducted into AIMBE College of Fellows – AIMBE ) March 2020: Dr. Mengxiao Yu received her first NIH R01 grant that focuses on fundamental understanding of the transport and interactions of engineered nanoparticles in the renal proximal tubules. Congratulations! NIH Awards $1.4 Million for Research on Kidney-Safe Nanomedicines – Office of Research and Innovation (utdallas.edu) December 2019: Chuanqi’s paper “In situ ligand-directed growth of gold nanoparticles in biological tissues.” was published by Nano Letters . Good Job! November 2019: Bujie’s paper “Tailoring kidney transport of organic dyes with low-molecular-weight PEGylation. ” was published by Bioconjugate Chemistry .Congratulations! August 2019: Bujie, Xingya and Chuanqi passed their PhD thesis defense! Congratulations to you all and happy graduation! July 2019: Xingya’s paper “Glutathione-mediated biotransformation in the liver modulates nanoparticle transport “ was published by Nature Nanotechnology . Great Job! (Highlighted by UT Dallas News Center: Chemists Close Gap in Making Nanomedicines Safer, More Efficient – News Center | The University of Texas at Dallas (utdallas.edu) ) May 2019: Chuanqi’s paper “Tuning in vivo transport of anticancer drugs with renal clearable gold nanoparticles.” was accepted by Angew. Chem. Int. Ed. Congratulations! May 2019: Congratulations to Bujie for receiving Chinese Government award for outstanding self-financed students aboard. Good job! April 2019: Bujie’s received IKA Graduate Research Leadership Fellowship Award . Congratulations! March 2019: Xingya’s paper “ Photoacoustic Imaging of Nanoparticle Transport in the Kidneys at High Temporal Resolution ” was published by Angew. Chem. Int. Ed. Good job! December 2018: Dr. Mengxiao Yu was highlighted by Nanomedicine (Lond) as a female scientist in the field of developing nanomedicines and imaging nanotechnology for kidney disease. Congratulations Dr. Yu! How nanotechnology imaging can be used in kidney disease: an interview with Dr Mengxiao Yu | Nanomedicine (futuremedicine.com) November 2018: Samira Ahrari joined our group as a graduate student. Welcome! September 2018: Mengxiao paper “ Renal Clearable Luminescent Gold Nanoparticles: From the Bench to the Clinics ” was published by Angew. Chem. Int. Ed. Congratulations! September 2018: Xingya’s paper “ Ultrasmall noble metal nanoparticles: Breakthroughs and biomedical implications ” was pubulished by Nano today. Well done! June 2018: Bujie’s paper “ Transport and Interactions of Nanoparticles in the Kidneys ” was accepted by Nature Reviews Materials . Great job! May 2018: Prof. Dr. Zheng received Cecil H. and Ida Green Professor fellowship in Systems Biology Science. Congratulations! May 2018: Shaoheng’s paper “ Antibacterial Activity of Silver Nanoparticles: Structural Effects ” was published by Advanced healthcare materials . Well done! March 2018: Yingyu’s paper “ Luminescence mechanisms of ultrasmall gold nanoparticles ” was published by Dalton Transactions . Congratulations! Feburary 2018: Congratulations to Mr. Qinhan Zhou for passing his qualifying exam. Good job! Georgia Institute of TechnologyIedm 2018 work highlighted in nature electronics. Nature Electronics ran a highlight on our ferroelectric spiking neuron work published at IEDM 2018 ( link , pdf ).
Checklist for paper writing : I have prepared a detailed checklist to help science/engineering graduate students improving their paper writing. To prospective PhD students: Please read this document if you are thinking about pursuing a PhD degree. The skill sets required for PhD research are very different from those required for undergraduate study. In undergraduate study, a student learns existing knowledge that were created by others (probably a few hundred years ago). A PhD student is expected to create new knowledge . A student doesn't have to be super smart or to have a perfect GPA in order to be an excellent PhD student, but he/she may need to be self-motivated for scientific research, curious about unknown/new fields, open-minded to different opinions, and persistent when facing research challenges (or even failures). R ESEARCH INTERESTS We work at the intersection of computational data science (e.g., uncertainty quantification, tensor computation, scientific machine learning) and hardware systems. Currently we focus on two broad directions: Our research is supported by both government funding agencies (e.g., NSF, DOE) and industries (e.g., Meta, Intel, Amazon and Samsung). We are actively collaborating with industrial research teams (e.g., Meta, Intel, Cadence, HP, Amazon, and NVIDIA) to make practical impact. SELECTED PUBLICATIONS More publications... 2022: Meta Research Award. 2021: ACM SIGDA Outstanding New Faculty Award ( link ); IEEE CEDA Ernest S. Kuh Early Career Award ( link ). 2020: Best Paper Award of IEEE Trans. on Components, Packaging and Manufacturing Technology ( link to paper ); Facebook Research Award; Best Student Paper Award at EPEPS (by PhD advisee Zichang He, link to paper ). 2019: NSF CAREER Award; Rising Stars in Computational and Data Sciences (by my advisee Chunfeng Cui) ; Rising Stars in EECS (by my advisee Chunfeng Cui) . 2018: Best Paper Award of IEEE Transactions on Components, Packaging and Manufacturing Technology ( link to ppaer ); Best Conference Paper Award at IEEE EPEPS ( link to paper ). 2016: ACM Outstanding PhD Dissertation Award in Electronic Design Automation ( link ); Best Paper Award at International Workshop on Signal and Power Integrity. 2015: MIT Microsystems Technology Labs (MTL) Doctoral Dissertation Seminar Award ( link ). 2014: Donald O. Pederson Best Paper Award of IEEE Transactions on CAD of Integrated Circuits and Systems ( link ); Best Paper Nomination at IEEE CICC. 2011 : Li Ka-Shing Prize (best M.Phil/Ph.D thesis award) from the University of Hong Kong ( link ); best paper nominations at ICCAD2011 and ASP-DAC2011. Associate Editor: ACM SIGDA Newsletters (2018-2019); TPC Member : ICCAD (2016-2018), DAC (2017, 2018); Award Committee : ACM SIGDA Best Dissertation Award Committee (2018), DAC Best Paper Award Committee (2018), ICCAD Best Paper Award Committee (2018)  |
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This trend drives the usage of multi-level modulation schemes, such as PAM4. As a result, ADC-DSP based links are gaining more attention and are now heavily investigated. ADC links also take advantage of the intrinsic bandwidth and area improvements from process technology scaling. It is becoming very difficult for conventional mixed-signal ...
1 Abstract Digital children's literature is a relatively recently established field of research that has been seeking for its theoretical base and defining its position and scope.
Wentian Zheng Department of Chemical Engineering University College London Torrington Place London WC1E 7JE April 2018. DEPARTMENT OF CHEMICAL ENGINEERING I I, Wentian Zheng confirm that the work presented in this thesis is my own. Where ... This thesis presents the development, testing and validation of various transient flow ...
Jiaxiao Zheng, Ph.D. The University of Texas at Austin, 2019 Supervisor: Gustavo de Veciana In this thesis we explore two novel resource allocation models. The rst addresses challenges associated with dynamic sharing of network resources by multiple tenants/services via network slicing. The second focuses on a
PhD in Computer Science, 2018. Shanghai Jiao Tong University, China. BE in Electrical Engineering, 2012 ... Wei-Long Zheng (2018). Affective Brain-Computer Interactions. Ph.D. Thesis, Shanghai Jiao Tong University, China. ... Chinese Association for Artificial Intelligence (CAAI) Outstanding Doctoral Dissertation Award 2019; IEEE Transactions ...
H Zheng, M Tegmark, V Buza, JS Dillon, H Gharibyan, J Hickish, E Kunz, ... Monthly Notices of the Royal Astronomical Society 445 (2), 1084 ... IEEE Solid-State Circuits Letters 1 (12), 249-252, 2018. 57: 2018: Understanding metastability in SAR ADCs: part II: asynchronous. A Yu, D Bankman, K Zheng, B Murmann. IEEE Solid-State Circuits Magazine ...
K. Zheng, System-Driven Circuit Design for ADC-Based Wireline Data Links, Ph.D. Dissertation, Stanford University (2018) Google Scholar J. Savoj et al, A wide common-mode fully-adaptive multi-standard 12.5 Gb/s backplane transceiver in 28 nm CMOS, VLSI (2012) Google Scholar
This PhD thesis came as a result of support and encouragement from a group of incredible people, whom I am fortunate to have in my life. Foremost, my principal supervisor Chia-Ling Yang is the ... (accessed 12 June 2018). Figure 4: Zheng Chongbin, photograph taken during the graduation project fieldtrip to Tibet, 1983, Private Collection ...
The Dissertation Committee for Xing Zheng Certifies that this is the approved ... May 2018 . iv Dedication This body of work is dedicated to my adviser David R. Maidment and co-adviser ... I would like to thank my advisor, Dr. David Maidment for his guidance and visions. Being his last PhD student is definitely the most glorious moment in my ...
297. 2016. Solar radiation prediction using recurrent neural network and artificial neural network: A case study with comparisons. Z Pang, F Niu, Z O'Neill. Renewable Energy 156, 279-289. , 2020. 262. 2020. Uncertainty and sensitivity decomposition of building energy models.
2018 Zheng r Phd - Free ebook download as PDF File (.pdf), Text File (.txt) or read book online for free. This document is a PhD thesis submitted by Rui Zheng to Cardiff University in 2017 on the topic of SSR mitigation with TCSC in power systems. The thesis contains 4 chapters that investigate the capability of Thyristor-Controlled Series Capacitor (TCSC) devices for mitigating Sub ...
Zheng, Lukai (2018) Combustion Visualisation Monitoring Using High Speed Imaging. PhD thesis, University of Sheffield. Abstract. Optical visualisation of flames plays an important role in the in-depth understanding of complex combustion phenomena. In particular, a high-speed camera can provide nonintrusive and continuous monitoring of flames.
Abstract ii that wind farm-related deforestation led to more peat decomposition and greater DOC release than the construction activities. DOC is dominated by humic substances (HS), which generally can be further divided into
04/28/2020: Zheng is defending his PhD dissertation proposal today. 01/18/2019: Nature Electronics ran a highlight on our ferroelectric spiking neuron work published at IEDM 2018 (link, pdf). 11/12/2018: Zheng's paper on Ferroelectric Spiking Neurons has been accepted at IEDM 2018 (paper 13.3). The ferroelectric neuron/oscillator concept was ...
PhD thesis KTH, October 2018. Weisen Zheng, Thermodynamic and kinetic investigation of systems related to lightweight steels, PhD thesis 2018. Ye Tian, Martensitic transformation in stainless steel, June 2018. Fei Huyan, "Computational Materials Design of Medium Mn Steels", June 2018. Lindsay Leach, "Modeling Bainite Formation in Steels ...
discovery.ucl.ac.uk
Prof. Zijian Zheng（郑子剑） ... Sep 2018 - Jian Chang's paper "Flexible and stable high-energy lithium-sulfur full batteries with only 100% oversized lithium" was accepted by Nat. Comm. ... May 2013 - Xinlei Ma successfully defended her PhD thesis. Congratulations, Dr. Ma !!! Congratulations!
Princeton University
Messages from Dr. Yong Zheng: Call for PhD students: ... 2018, PI, NSF Grant (#1830908) to support students in ACM UMAP (2018 ... PhD Students (Research Projects & Thesis) 2024 - Present, TBA; 2016 - 2020, Diego Sanchez-Moreno* (Part-time PhD Student at University of Salamanca, ...
August 2020: Yingyu passed his PhD thesis defense! Congratulations and happy graduation! June 2020: Chuanqi and Yingyu's review paper "Renal clearable nanocarriers: ... May 2018: Prof. Dr. Zheng received Cecil H. and Ida Green Professor fellowship in Systems Biology Science.
CURRICULUM VITAE of ZHENG ZHANG Address: 4109 Harold Frank Hall, ... ACM SIDGA Outstanding PhD Dissertation Award in EDA (2018), Best Paper Award of ACM Design Automation Conference (2018), Best Paper Award of IEEE/ACM International ... Mr. Kaikai Liu (PhD student at ECE department, UCSB), since 09/2018 Mr. Zichang He (PhD student at ECE ...
04/28/2020: Zheng is defending his PhD dissertation proposal today. 01/18/2019: Nature Electronics ran a highlight on our ferroelectric spiking neuron work published at IEDM 2018 (link, pdf). 11/12/2018: Zheng's paper on Ferroelectric Spiking Neurons has been accepted at IEDM 2018 (paper 13.3). The ferroelectric neuron/oscillator concept was ...
2018: Best Paper Award of IEEE Transactions on Components, Packaging and Manufacturing Technology (link to ppaer); Best Conference Paper Award at IEEE EPEPS (link to paper). 2016: ACM Outstanding PhD Dissertation Award in Electronic Design Automation ( link ); Best Paper Award at International Workshop on Signal and Power Integrity.
The following criteria were utilized for the selection of the site (Lewandowska-Śmierzchalska et al., 2018; Lackey et al., 2023) 2.4.1. Technical considerations. ... (Zheng et al., 2017). Sandstone reservoirs exhibit a significant level of effective porosity, while carbonate and shale reservoirs possess a minimal level of effective porosity. ...