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IJCNN
2000
IEEE
15 years 10 months ago
On Derivation of MLP Backpropagation from the Kelley-Bryson Optimal-Control Gradient Formula and Its Application
The well-known backpropagation (BP) derivative computation process for multilayer perceptrons (MLP) learning can be viewed as a simplified version of the Kelley-Bryson gradient f...
Eiji Mizutani, Stuart E. Dreyfus, Kenichi Nishio
FPL
1999
Springer
103views Hardware» more  FPL 1999»
15 years 10 months ago
IP Validation for FPGAs Using Hardware Object Technology
Although verification and simulation tools are always improving, the results they provide remain hard to analyze and interpret. On one hand, verification sticks to the functional ...
Steve Casselman, John Schewel, Christophe Beaumont
ICNP
1998
IEEE
15 years 10 months ago
Evaluating the Overheads of Source-Directed Quality-of-Service Routing
Quality-of-service (QoS) routing satisfiesapplication performance requirements and optimizes network resource usage but effective path-selection schemes require the distribution o...
Anees Shaikh, Jennifer Rexford, Kang G. Shin
ATS
1997
IEEE
87views Hardware» more  ATS 1997»
15 years 10 months ago
A Genetic Algorithm for the Computation of Initialization Sequences for Synchronous Sequential Circuits
Testing circuits which do not include a global reset signal requires either complex ATPG algorithms based on 9- or even 256-valued algebras, or some suitable method to generate in...
Fulvio Corno, Paolo Prinetto, Maurizio Rebaudengo,...
150
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SIGCOMM
1996
ACM
15 years 10 months ago
Speeding up Protocols for Small Messages
Many techniques have been discovered to improve performance of bulk data transfer protocols which use large messages. This paper describes a technique that improves protocol perfo...
Trevor Blackwell
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