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NPL
2000
135views more  NPL 2000»
13 years 9 months ago
Towards the Optimal Learning Rate for Backpropagation
A backpropagation learning algorithm for feedforward neural networks with an adaptive learning rate is derived. The algorithm is based upon minimising the instantaneous output erro...
Danilo P. Mandic, Jonathon A. Chambers
DANCE
2002
IEEE
14 years 2 months ago
Active Network Vision and Reality: Lessons from a Capsule-Based System
Although active networks have generated much debate in the research community, on the whole there has been little hard evidence to inform this debate. This paper aims to redress t...
David Wetherall
INFOCOM
2010
IEEE
13 years 7 months ago
A Framework for Joint Network Coding and Transmission Rate Control in Wireless Networks
—Network coding has been proposed as a technique that can potentially increase the transport capacity of a wireless network via processing and mixing of data packets at intermedi...
Tae-Suk Kim, Serdar Vural, Ioannis Broustis, Dimit...
ICNS
2009
IEEE
14 years 4 months ago
Proactive Future Internet: Smart Semantic Middleware for Overlay Architecture
Some initiatives towards Future Internet, e.g., GENI, DARPA’s Active Networks, argue the need for programmability of the network components. Some other initiatives extend this w...
Vagan Y. Terziyan, Dmytro Zhovtobryukh, Artem Kata...
ISCA
2007
IEEE
111views Hardware» more  ISCA 2007»
14 years 3 months ago
Express virtual channels: towards the ideal interconnection fabric
Due to wire delay scalability and bandwidth limitations inherent in shared buses and dedicated links, packet-switched on-chip interconnection networks are fast emerging as the per...
Amit Kumar 0002, Li-Shiuan Peh, Partha Kundu, Nira...