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ORCIDMichael J. Klaiber
Person information
- affiliation: Bosch Corporate Research, Renningen, Germany
- affiliation (PhD 2016): University of Stuttgart, Germany
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2020 – today
- 2022
[j6]Donald G. Bailey
, Michael J. Klaiber:
Union-Retire for Connected Components Analysis on FPGA. J. Imaging 8(4): 89 (2022)- 2021
- [c14]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: 11-20 - [c13]Donald G. Bailey, Michael J. Klaiber:
Union-Retire: A New Paradigm for Single-Pass Connected Component Analysis. ISGV 2021: 273-287 - [i2]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 abs/2104.03780 (2021) - 2020
- [j5]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): 2232-2250 (2020)
2010 – 2019
- 2019
- [j4]Donald G. Bailey, Michael J. Klaiber:
Zig-Zag Based Single-Pass Connected Components Analysis. J. Imaging 5(4): 45 (2019) - [j3]Michael J. Klaiber, Donald G. Bailey, Sven Simon:
Comparative Study and Proof of Single-Pass Connected Components Algorithms. J. Math. Imaging Vis. 61(8): 1112-1134 (2019) - [j2]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): 1165-1175 (2019) - [c12]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: 18-22 - [i1]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 abs/1910.11632 (2019) - 2018
- [c11]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: 35:1-35:2 - [c10]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: 35-36 - 2016
- [b1]Michael J. Klaiber:
A parallel and resource-efficient single lookup connected components analysis architecture for reconfigurable hardware. University of Stuttgart, Germany, 2016, pp. 1-186 - [j1]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): 1334-1349 (2016) - 2014
- [c9]Ghada Dessouky, Michael J. Klaiber, Donald G. Bailey, Sven Simon:
Adaptive Dynamic On-chip Memory Management for FPGA-based reconfigurable architectures. FPL 2014: 1-8 - 2013
- [c8]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: 965-970 - [c7]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: 302-305 - [c6]Donald G. Bailey, Michael J. Klaiber:
Efficient hardware calculation of running statistics. IVCNZ 2013: 196-201 - 2012
- [c5]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: 1920-1924 - [c4]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: 159-165 - [c3]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: 1329-1332 - [c2]Lars Rockstroh, Michael J. Klaiber, Sven Simon:
Correlation and convolution of image data using fermat number transform based on two's complement. ICASSP 2012: 1637-1640 - [c1]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: 1061-1064
Coauthor Index
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