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» Sum-Product Networks: A New Deep Architecture
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NECO
2010
101views more  NECO 2010»
13 years 3 days ago
Large-Margin Classification in Infinite Neural Networks
We introduce a new family of positive-definite kernels for large margin classification in support vector machines (SVMs). These kernels mimic the computation in large neural netwo...
Youngmin Cho, Lawrence K. Saul
SIGCOMM
2006
ACM
13 years 11 months ago
Algorithms to accelerate multiple regular expressions matching for deep packet inspection
There is a growing demand for network devices capable of examining the content of data packets in order to improve network security and provide application-specific services. Most...
Sailesh Kumar, Sarang Dharmapurikar, Fang Yu, Patr...
DAC
1999
ACM
14 years 6 months ago
A Novel VLSI Layout Fabric for Deep Sub-Micron Applications
We propose a new VLSI layout methodology which addresses the main problems faced in Deep Sub-Micron (DSM) integrated circuit design. Our layout "fabric" scheme eliminate...
Sunil P. Khatri, Amit Mehrotra, Robert K. Brayton,...
DATE
2010
IEEE
190views Hardware» more  DATE 2010»
13 years 9 months ago
Ultra-high throughput string matching for Deep Packet Inspection
Deep Packet Inspection (DPI) involves searching a packet's header and payload against thousands of rules to detect possible attacks. The increase in Internet usage and growing...
Alan Kennedy, Xiaojun Wang, Zhen Liu, Bin Liu
AAMAS
2008
Springer
13 years 5 months ago
Autonomic communication services: a new challenge for software agents
The continuous growth in ubiquitous and mobile network connectivity, together with the increasing number of networked devices populating our everyday environments, call for a deep ...
Raffaele Quitadamo, Franco Zambonelli