DECOMPOSITION OF MULTI-VALUED AND BINARY FUNCTIONS AND RELATIONS
- PROFESSOR: Marek A. Perkowski
- Decomposition of Boolean and Multi-valued Functions and Relations.
This topic has applications to Field Programmable Gate Arrays, Standard Cell design
and Machine Learning.
This is also related to class project.
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"http://www.ee.pdx.edu/~mperkows/pap/pap.html" automatic
- An introductory, very easy to follow, paper
"An Unified Approach to Designs Implemented with Multiplexers
and to the Decomposition of Boolean Functions," by Marek Perkowski and
James Brown, Proc. ASEE'88.
- More advanced,
"Decomposition of MV Relations," Proc. ISMVL '97.
If something is not clear, ask me questions.
- Use of Decomposition in Machine Learning.
- Please read
J. Goldman, M.Axtell, "On Using Logic Synthesis for Knowledge Discovery,"
- Using the minimum set of support variables algorithm for parallel decomposition of
multi-output functions.
- Composition versus decomposition of binary and MV functions: Goal-oriented decompositions.
- New approaches that combine composition and decomposition.
Our paper from Euro-DAC 92 about functional decomposition for FPGA synthesis.
- For those who want to work on decomposition as
a project: please read
Marek Perkowski, and other,
Unified Approach to Decomposition of Boolean Functions,
long report
Paper about decomposition by Prof. Brzozowski
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Slides of presentation of Craig Files at ISMVL'97: