Michael J. Klaiber

ORCID

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 13

Top Venues

CoRR

J. Imaging

IEEE Trans. Circuits Syst. Video Technol.

FPT

University of Stuttgart, Germany (PHD)

Education History

University of Stuttgart, Germany

PHD

Publications

Donald G. Bailey, Michael J. Klaiber
Union-Retire for Connected Components Analysis on FPGA. J. Imaging 8 (4) (2022)
Oliver Bringmann, Wolfgang Ecker, Ingo Feldner, Adrian Frischknecht, Christoph Gerum, Timo Hämäläinen, Muhammad Abdullah Hanif, Michael J. Klaiber, Daniel Mueller-Gritschneder, Paul Palomero Bernardo, Sebastian Siegfried Prebeck, Muhammad Shafique
Automated HW/SW co-design for edge AI: state, challenges and steps ahead. CODES+ISSS (2021)
Donald G. Bailey, Michael J. Klaiber
Union-Retire: A New Paradigm for Single-Pass Connected Component Analysis. ISGV (2021)
Michael J. Klaiber, Axel J. Acosta, Ingo Feldner, Falk Rehm
Enabling Cross-Domain Communication: How to Bridge the Gap between AI and HW Engineers. CoRR (2021)
Swagath Venkataramani, Xiao Sun, Naigang Wang, Chia-Yu Chen, Jungwook Choi, Mingu Kang, Ankur Agarwal, Jinwook Oh, Shubham Jain, Tina Babinsky, Nianzheng Cao, Thomas W. Fox, Bruce M. Fleischer, George Gristede, Michael Guillorn, Howard Haynie, Hiroshi Inoue, Kazuaki Ishizaki, Michael J. Klaiber, Shih-Hsien Lo, Gary W. Maier, Silvia M. Mueller, Michael Scheuermann, Eri Ogawa, Marcel Schaal, Mauricio J. Serrano, Joel Silberman, Christos Vezyrtzis, Wei Wang, Fanchieh Yee, Jintao Zhang, Matthew M. Ziegler, Ching Zhou, Moriyoshi Ohara, Pong-Fei Lu, Brian W. Curran, Sunil Shukla, Vijayalakshmi Srinivasan, Leland Chang, Kailash Gopalakrishnan
Efficient AI System Design With Cross-Layer Approximate Computing. Proc. IEEE 108 (12) (2020)
Donald G. Bailey, Michael J. Klaiber
Zig-Zag Based Single-Pass Connected Components Analysis. J. Imaging 5 (4) (2019)
Michael J. Klaiber, Donald G. Bailey, Sven Simon
Comparative Study and Proof of Single-Pass Connected Components Algorithms. J. Math. Imaging Vis. 61 (8) (2019)
Michael J. Klaiber, Donald G. Bailey, Sven Simon
A single-cycle parallel multi-slice connected components analysis hardware architecture. J. Real Time Image Process. 16 (4) (2019)
Michael J. Klaiber, Sebastian Vogel, Axel Acosta, Robert Korn, Leonardo Ecco, Kristine Back, Andre Guntoro, Ingo Feldner
An End-to-End HW/SW Co-Design Methodology to Design Efficient Deep Neural Network Systems using Virtual Models. INTESA (2019)
Michael J. Klaiber, Sebastian Vogel, Axel Acosta, Robert Korn, Leonardo Ecco, Kristine Back, Andre Guntoro, Ingo Feldner
An End-to-End HW/SW Co-Design Methodology to Design Efficient Deep Neural Network Systems using Virtual Models. CoRR (2019)
Bruce M. Fleischer, Sunil Shukla, Matthew M. Ziegler, Joel Silberman, Jinwook Oh, Vijayalakshmi Srinivasan, Jungwook Choi, Silvia M. Mueller, Ankur Agrawal, Tina Babinsky, Nianzheng Cao, Chia-Yu Chen, Pierce Chuang, Thomas W. Fox, George Gristede, Michael Guillorn, Howard Haynie, Michael J. Klaiber, Dongsoo Lee, Shih-Hsien Lo, Gary W. Maier, Michael Scheuermann, Swagath Venkataramani, Christos Vezyrtzis, Naigang Wang, Fanchieh Yee, Ching Zhou, Pong-Fei Lu, Brian W. Curran, Leland Chang, Kailash Gopalakrishnan
A Scalable Multi- TeraOPS Deep Learning Processor Core for AI Trainina and Inference. VLSI Circuits (2018)
Vijayalakshmi Srinivasan, Bruce M. Fleischer, Sunil Shukla, Matthew M. Ziegler, Joel Silberman, Jinwook Oh, Jungwook Choi, Silvia M. Mueller, Ankur Agrawal, Tina Babinsky, Nianzheng Cao, Chia-Yu Chen, Pierce Chuang, Thomas W. Fox, George Gristede, Michael Guillorn, Howard Haynie, Michael J. Klaiber, Dongsoo Lee, Shih-Hsien Lo, Gary W. Maier, Michael Scheuermann, Swagath Venkataramani, Christos Vezyrtzis, Naigang Wang, Fanchieh Yee, Ching Zhou, Pong-Fei Lu, Brian W. Curran, Leland Chang, Kailash Gopalakrishnan
Across the Stack Opportunities for Deep Learning Acceleration. ISLPED (2018)
Michael J. Klaiber, Donald G. Bailey, Yousef O. Baroud, Sven Simon
A Resource-Efficient Hardware Architecture for Connected Component Analysis. IEEE Trans. Circuits Syst. Video Technol. 26 (7) (2016)
Ghada Dessouky, Michael J. Klaiber, Donald G. Bailey, Sven Simon
Adaptive Dynamic On-chip Memory Management for FPGA-based reconfigurable architectures. FPL (2014)
Donald G. Bailey, Michael J. Klaiber
Efficient hardware calculation of running statistics. IVCNZ (2013)
Michael J. Klaiber, Donald G. Bailey, Silvia Ahmed, Yousef Baroud, Sven Simon
A high-throughput FPGA architecture for parallel connected components analysis based on label reuse. FPT (2013)
Seyyed Mahdi Najmabadi, Michael J. Klaiber, Zhe Wang, Yousef Baroud, Sven Simon
Stream Processing of Scientific Big Data on Heterogeneous Platforms - Image Analytics on Big Data in Motion. CSE (2013)
Zhe Wang, Sven Simon, Michael J. Klaiber, Silvia Ahmed, Thomas Richter
SSPQ - spatial domain perceptual image codec based on subsampling and perceptual quantization. ICIP (2012)
Lars Rockstroh, Michael J. Klaiber, Sven Simon
Correlation and convolution of image data using fermat number transform based on two's complement. ICASSP (2012)
Zhe Wang, Michael J. Klaiber, Yurij Gera, Sven Simon, Thomas Richter
Fast lossless image compression with 2D Golomb parameter adaptation based on JPEG-LS. EUSIPCO (2012)
Michael J. Klaiber, Lars Rockstroh, Zhe Wang, Yousef Baroud, Sven Simon
A memory-efficient parallel single pass architecture for connected component labeling of streamed images. FPT (2012)
T. Lefeure, Lars Rockstroh, Michael J. Klaiber, N. Fortier, Sven Simon
Relaxation of particle image velocimetry based on single autocorrelation of filtered motion blurring. ICASSP (2012)

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Publication Activity (10 Years)

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Michael J. Klaiber