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IJIT
2004
13 years 11 months ago
Improving the Convergence of the Backpropagation Algorithm Using Local Adaptive Techniques
Since the presentation of the backpropagation algorithm, a vast variety of improvements of the technique for training a feed forward neural networks have been proposed. This articl...
Z. Zainuddin, N. Mahat, Y. Abu Hassan
ADCM
2007
114views more  ADCM 2007»
13 years 10 months ago
Convergence analysis of online algorithms
In this paper, we are interested in the analysis of regularized online algorithms associated with reproducing kernel Hilbert spaces. General conditions on the loss function and st...
Yiming Ying
ATAL
2006
Springer
14 years 1 months ago
Convergence analysis for collective vocabulary development
We study how decentralized agents can develop a shared vocabulary without global coordination. Answering this question can help us understand the emergence of many communication s...
Jun Wang, Les Gasser, Jim Houk
ICNP
1999
IEEE
14 years 2 months ago
Minimum Rate Guarantee Without Per-Flow Information
This paper introduces a scalable maxmin flow control protocol which guarantees the minimum rate for each connection-oriented flow without requiring per-flow information. The proto...
Yuseok Kim, Wei Kang Tsai, Mahadevan Iyer, Jordi R...
INFOCOM
1996
IEEE
14 years 2 months ago
Time Scale Analysis of Explicit Rate Allocation in ATM Networks
Rate based congestion management for computer communication networks has been the focus of considerable research recently. Dierent variants to the end-to-end rate based algorithm ...
Anna Charny, K. K. Ramakrishnan