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NIPS
1998
13 years 11 months ago
A High Performance k-NN Classifier Using a Binary Correlation Matrix Memory
This paper presents a novel and fast k-NN classifier that is based on a binary CMM (Correlation Matrix Memory) neural network. A robust encoding method is developed to meet CMM in...
Ping Zhou, Jim Austin, John Kennedy
WSC
1998
13 years 11 months ago
The Use of Simulation for Construction Elements Manufacturing
The manufacture of pre-cast concrete building elements consists of a few manufacturing steps. The process itself is simple, but the characteristics of the business are quite rando...
Katy Vern, Ali K. Gunal
ML
1998
ACM
102views Machine Learning» more  ML 1998»
13 years 9 months ago
Statistical Mechanics of Online Learning of Drifting Concepts: A Variational Approach
We review the application of statistical mechanics methods to the study of online learning of a drifting concept in the limit of large systems. The model where a feed-forward netwo...
Renato Vicente, Osame Kinouchi, Nestor Caticha
ASYNC
1998
IEEE
91views Hardware» more  ASYNC 1998»
14 years 2 months ago
Predicting Performance of Micropipelines Using Charlie Diagrams
A technique is presented to predict the performance behavior of control circuits for a linear FIFO. The control circuit consists of a linear chain of RendezVous elements, also cal...
Jo C. Ebergen, Scott Fairbanks, Ivan E. Sutherland
IPPS
1998
IEEE
14 years 2 months ago
The Timewheel Group Membership Protocol
Abstract. We describe a group membership protocol, called the timewheel group membership protocol, for a timed asynchronous distributed system. This protocol is a part of the timew...
Shivakant Mishra, Christof Fetzer, Flaviu Cristian