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» The Function Space of an Activity
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116
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NN
2000
Springer
123views Neural Networks» more  NN 2000»
15 years 9 days ago
Local minima and plateaus in hierarchical structures of multilayer perceptrons
Local minima and plateaus pose a serious problem in learning of neural networks. We investigate the hierarchical geometric structure of the parameter space of three-layer perceptr...
Kenji Fukumizu, Shun-ichi Amari
93
Voted
ESANN
2007
15 years 2 months ago
Functional elements and networks in fMRI
Abstract. We propose a two-step approach for the analysis of functional magnetic resonance images, in the context of natural stimuli. In the first step, elements of functional bra...
Jarkko Ylipaavalniemi, Eerika Savia, Ricardo Vig&a...
DAC
2003
ACM
16 years 1 months ago
Support vector machines for analog circuit performance representation
The use of Support Vector Machines (SVMs) to represent the performance space of analog circuits is explored. In abstract terms, an analog circuit maps a set of input design parame...
Fernando De Bernardinis, Michael I. Jordan, Albert...
71
Voted
GLVLSI
1999
IEEE
105views VLSI» more  GLVLSI 1999»
15 years 4 months ago
Area-Efficient Area Pad Design for High Pin-Count Chips
This paper presents an area pad layout method to e ciently reduce the space required for interconnection pads and pad drivers. Unlike peripheral pads, area pads use only the top m...
Louis Luh, John Choma Jr., Jeffrey T. Draper
108
Voted
WSC
2008
15 years 2 months ago
Calculating float in linear schedules with singularity functions
This paper presents an exact approach of calculating float for each activity in linear schedules. It is based on singularity functions, which have been used previously to determin...
Gunnar Lucko, Angel A. Pena Orozco