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ECAI
2000
Springer
15 years 1 months ago
Learning Efficiently with Neural Networks: A Theoretical Comparison between Structured and Flat Representations
Abstract. We are interested in the relationship between learning efficiency and representation in the case of supervised neural networks for pattern classification trained by conti...
Marco Gori, Paolo Frasconi, Alessandro Sperduti
EURODAC
1995
IEEE
202views VHDL» more  EURODAC 1995»
15 years 1 months ago
Hardware-software co-synthesis of fault-tolerant real-time distributed embedded systems
Distributed systems are becoming a popular way of implementing many embedded computing applications, automotive control being a common and important example. Such embedded systems...
Santhanam Srinivasan, Niraj K. Jha
CISIS
2010
IEEE
15 years 1 months ago
Automatic Offloading of C++ for the Cell BE Processor: A Case Study Using Offload
Offload C++ is an extended version of the C++ language, together with a compiler and runtime system, for automatically offloading general-purpose C++ code to run on the Synergistic...
Alastair F. Donaldson, Uwe Dolinsky, Andrew Richar...
DSN
2009
IEEE
15 years 1 months ago
Sharing end-user negative symptoms for improving overlay network dependability
The dependability of overlay services rely on the overlay network’s capabilities to effectively diagnose and recover faults (e.g., link failures, overlay node outages). However,...
Yongning Tang, Ehab Al-Shaer
AAAI
2007
15 years 7 days ago
Isometric Projection
Recently the problem of dimensionality reduction has received a lot of interests in many fields of information processing. We consider the case where data is sampled from a low d...
Deng Cai, Xiaofei He, Jiawei Han