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» Functional Differentiation of Computer Programs
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146
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JMLR
2012
13 years 4 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
122
Voted

Source Code
2890views
16 years 10 months ago
ImageJ
"ImageJ can display, edit, analyze, process, save, and print 8-bit, 16-bit and 32-bit images. It can read many image formats including TIFF, PNG, GIF, JPEG, BMP, DICOM, FITS, ...
National Institute of Health
125
Voted
DAC
2000
ACM
16 years 3 months ago
Function-level power estimation methodology for microprocessors
We have developed a function-level power estimation methodology for predicting the power dissipation of embedded software. For a given microprocessor core, we empirically build th...
Gang Qu, Naoyuki Kawabe, Kimiyoshi Usami, Miodrag ...
114
Voted
DAC
2001
ACM
16 years 3 months ago
Hardware/Software Instruction Set Configurability for System-on-Chip Processors
New application-focused system-on-chip platforms motivate new application-specific processors. Configurable and extensible processor architectures offer the efficiency of tuned lo...
Albert Wang, Earl Killian, Dror E. Maydan, Chris R...
90
Voted
DAC
2002
ACM
16 years 3 months ago
Software-based diagnosis for processors
Software-based self-test (SBST) is emerging as a promising technology for enabling at-speed test of high-speed microprocessors using low-cost testers. We explore the fault diagnos...
Li Chen, Sujit Dey