Electrical Engineering
      and Computer Sciences

Electrical Engineering and Computer Sciences

COLLEGE OF ENGINEERING

UC Berkeley

   

Faculty Publications - Kurt Keutzer

Books

  • D. Chinnery and K. Keutzer, Closing the Gap Between ASIC & Custom: Tools and Techniques for Low Power ASIC Design, New York, NY: Springer Business+Media, LLC, 2007. [abstract]
  • M. Gries and K. W. Keutzer, Eds., Building ASIPs: The MESCAL Methodology, New York: Springer, 2005. [abstract]
  • P. Chen, D. A. Kirkpatrick, and K. W. Keutzer, Static Crosstalk-Noise Analysis: For Deep Sub-Micron Digital Designs, Norwell, MA: Kluwer Academic Publishers, 2004. [abstract]
  • D. Chinnery and K. Keutzer, Closing the Gap Between ASIC & Custom: Tools and Techniques for High-Performance ASIC Design, Boston, MA: Kluwer Academic Publishers, 2002. [abstract]
  • S. Devadas, A. Ghosh, and K. W. Keutzer, Logic Synthesis, McGraw-Hill Series on Computer Engineering, New York: McGraw-Hill, 1994. [abstract]

Book chapters or sections

  • M. Anderson, B. Catanzaro, J. Chong, E. Gonina, K. Keutzer, C. Lai, M. W. Moskewicz, M. Murphy, B. Su, and K. Keutzer, "PALLAS: Mapping Applications onto Manycore," in Multiprocessor System-on-Chip: Hardware Design and Tool Integration, Springer, 2010, pp. 89-114.
  • K. Keutzer and K. Ravindran, "Technology mapping," in Encyclopedia of Algorithms, M. Y. Kao, Ed., Springer Reference, Berlin, Germany: Springer, 2008, pp. 944-946.

Articles in journals or magazines

Articles in conference proceedings

  • E. Gonina, G. Friedland, H. Cook, and K. Keutzer, "Fast Speaker Diarization using a High-Level Scripting Language," in Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, ASRU'11, 2011.
  • J. Chong, E. Gonina, K. You, and K. Keutzer, "Exploring Recognition Network Representations for Efficient Speech Inference on Highly Parallel Platforms," in Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010, pp. 1489-1492. [abstract]
  • D. Kolossa, J. Chong, S. Zeiler, and K. Keutzer, "Efficient Manycore CHMM Speech Recognition for Audiovisual and Multistream Data," in Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010, pp. 2698-2701.
  • J. Chong, E. Gonina, and K. Keutzer, "Monte Carlo Methods," in 2nd Annual Conference on Parallel Programming Patterns (ParaPLoP'10), 2010. [abstract]
  • M. Dixon, J. Chong, and K. Keutzer, "Acceleration of Market Value-at-Risk Estimation," in Proceedings of the 2nd Workshop on High Performance Computational Finance, WHPCF '09, New York, NY, USA: ACM, 2009, pp. 5:1--5:8. [abstract]
  • K. You, J. Chong, Y. Yi, E. Gonina, C. Hughes, Y. Chen, W. Sung, and K. Keutzer, "Parallel Scalability in Speech Recognition: Inference engine in large vocabulary continuous speech recognition," in IEEE Signal Processing Magazine, Vol. 26, 2009, pp. 124-135. [abstract]
  • J. Chong, E. Gonina, Y. Yi, and K. Keutzer, "A Fully Data Parallel WFST-based Large Vocabulary Continuous Speech Recognition on a Graphics Processing Unit," in Proceedings of the 10th Annual Conference of the International Speech Communication Association (InterSpeech), 2009, pp. 1183–1186. [abstract]
  • J. Chong, E. Gonina, Y. Yi, and K. Keutzer, "A Fully Data Parallel WFST-based Large Vocabulary Continuous Speech Recognition on a Graphics Processing Unit," in Proceedings of the 10th Annual Conference of the International Speech Communication Association (InterSpeech), 2009, pp. 1183–1186. [abstract]
  • B. C. Catanzaro, S. A. Kamil, Y. Lee, K. Asanović, J. Demmel, K. Keutzer, J. Shalf, K. A. Yelick, and A. Fox, "SEJITS: Getting productivity and performance with selective embedded JIT specialization," in Proceedings First Workshop on Programming Models for Emerging Architectures, 2009.
  • B. C. Catanzaro, N. Sundaram, and K. Keutzer, "Fast support vector machine training and classification on graphics processors," in Proc. 25th Intl. Conf. on Machine Learning (ICML 2008), A. McCallum and S. Roweis, Eds., ACM International Conference Proceeding Series, Vol. 307, New York, NY: The Association for Computing Machinery, Inc., 2008, pp. 104-111.
  • J. Chong, Y. Yi, A. Faria, N. Satish, and K. Keutzer, "Data-Parallel Large Vocabulary Continuous Speech Recognition on Graphics Processors," in Proceedings of the 1st Annual Workshop on Emerging Applications and Many Core Architecture, 2008, pp. 23-35. [abstract]
  • J. Chong, Y. Yi, A. Faria, N. Satish, and K. Keutzer, "Data-Parallel Large Vocabulary Continuous Speech Recognition on Graphics Processors," in Proceedings of the 1st Annual Workshop on Emerging Applications and Many Core Architecture, 2008, pp. 23-35. [abstract]
  • B. Catanzaro, N. Sundaram, and K. Keutzer, "Fast support vector machine training and classification on graphics processors," in ICML '08: Proceedings of the 25th international conference on Machine learning, New York, NY, USA: ACM, 2008, pp. 104--111.
  • B. Catanzaro, K. Keutzer, and B. Y. Su, "Parallelizing CAD: A timely research agenda for EDA," in Proc. 45th ACM/IEEE Design Automation Conf. (DAC 2008), New York, NY: The Association for Computing Machinery, Inc., 2008, pp. 12-17.
  • S. Sapatnekar, E. Haritan, K. Keutzer, A. Devgan, D. A. Kirkpatrick, S. Meier, D. Pryor, and T. Spyrou, "Reinventing EDA with manycore processors," in Proc. 45th ACM/IEEE Design Automation Conf. (DAC 2008), New York, NY: The Association of Computing Machinery, Inc., 2008, pp. 126-127.
  • J. Chong, Y. Yi, A. Faria, N. Satish, and K. Keutzer, "Data-Parallel Large Vocabulary Continuous Speech Recognition on Graphics Processors," in Proceedings of the 1st Annual Workshop on Emerging Applications and Many Core Architecture (EAMA), 2008, pp. 23--35.
  • J. Chong, N. R. Satish, B. C. Catanzaro, K. Ravindran, and K. Keutzer, "Efficient parallelization of H.264 decoding with macro block level scheduling," in Proc. 2007 Intl. Conf. on Multimedia and Expo (ICME 2007), Piscataway, NJ: IEEE Press, 2007, pp. 1874-1877. [abstract]
  • F. Bacchini, G. Spirakis, J. A. Carballo, A. de Geus, F. C. Hsu, K. Keutzer, and K. Yamada, "Megatrends and EDA 2017 (Panel Session)," in Proc. 44th Design Automation Conf. (DAC 2007), New York, NY: The Association for Computing Machinery, Inc., 2007, pp. 21-22.
  • N. R. Satish, K. Ravindran, and K. Keutzer, "A decomposition-based constraint optimization approach for statically scheduling task graphs with communication delays to multiprocessors," in Proc. 10th Design, Automation and Test in Europe Conf. and Exhibition (DATE 2007), R. Lauwereins and J. Madsen, Eds., San Jose, CA: EDA Consortium, 2007, pp. 57-62. [abstract]
  • Y. Jin, N. R. Satish, K. Ravindran, and K. Keutzer, "An Automated Exploration Framework for FPGA-based Soft Multiprocessor Systems," in Proceedings of the 3rd IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis (CODES), ACM Press, 2005, pp. 273-278. [abstract]
  • K. Ravindran, N. R. Satish, Y. Jin, and K. Keutzer, "An FPGA-based Soft Multiprocessor for IPv4 Packet Forwarding," in 15th International Conferenece on Field Programmable Logic and Applications (FPL), 2005, pp. 487-492. [abstract]
  • K. Keutzer, S. Malik, and A. R. Newton, "From ASIC to ASIP: The next design discontinuity," in Proc. 2002 IEEE Conf. on Computer Design, Los Alamitos, CA: IEEE Computer Society Press, 2002, pp. 84-90.
  • K. Keutzer and A. R. Newton, "The MARCO/DARPA Gigascale Silicon Research Center (Plenary Talk)," in Proc. 1999 Intl. Conf. on Computer Design (ICCD '99), Los Alamitos, CA: IEEE Computer Society Press, 1999, pp. 14-19.
  • D. Sylvester and K. Keutzer, "Getting to the bottom of deep submicron," in 1998 IEEE/ACM Intl. Conf. on Computer-Aided Design. Digest of Technical Papers, New York, NY: ACM, 1998, pp. 203-11.
  • K. Keutzer, A. R. Newton, and N. V. Shenoy, "The future of logic synthesis and physical design in deep-submicron process geometries," in Proc. 1997 Intl. Symp. on Physical Design, New York, NY: ACM, Inc., 1997, pp. 218-224.
  • A. Ghosh, S. Devadas, K. Keutzer, and J. White, "Estimation of average switching activity in combinational and sequential circuits," in Proc. 29th ACM/IEEE Conf. on Design Automation, Los Alamitos, CA: IEEE Computer Society Press, 1992, pp. 253-259.
  • K. Keutzer, "DAGON: Technology binding and local optimization by DAG matching," in Proc. 24th ACM/IEEE Conf. on Design Automation, Piscataway, NJ: IEEE, 1987, pp. 341-347.

Technical Reports

Talks or presentations

  • J. Cong, K. Keutzer, and G. Martin, "High-level CAD and architecture (Invited Talk)," presented at Pre-Conference Workshop on Grand Challenges in FPGA Research: 15th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGS 2007), Monterey, CA, Feb. 2007.

Ph.D. Theses

Masters Reports