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IJCNN
2000
IEEE
14 years 2 days ago
The Growing Hierarchical Self-Organizing Map
In this paper we present the growing hierarchical self-organizing map. This dynamically growing neural network model evolves into a hierarchical structure according to the requirem...
Michael Dittenbach, Dieter Merkl, Andreas Rauber
JUCS
2008
181views more  JUCS 2008»
13 years 7 months ago
An IP Core and GUI for Implementing Multilayer Perceptron with a Fuzzy Activation Function on Configurable Logic Devices
: This paper describes the development of an Intellectual Property (IP) core in VHDL able to implement a Multilayer Perceptron (MLP) artificial neural network (ANN) topology with u...
Alfredo Rosado Muñoz, Luis Gómez-Cho...
ASAP
2007
IEEE
134views Hardware» more  ASAP 2007»
13 years 9 months ago
Methodology and Toolset for ASIP Design and Development Targeting Cryptography-Based Applications
Network processors utilizing general-purpose instruction-set architectures (ISA) limit network throughput due to latency incurred from cryptography and hashing applications (AES, ...
David Montgomery, Ali Akoglu
ICANN
2005
Springer
14 years 1 months ago
Information Visualization for Knowledge Extraction in Neural Networks
In this paper, a user-centred innovative method of knowledge extraction in neural networks is described. This is based on information visualization techniques and tools for artific...
Liz J. Stuart, Davide Marocco, Angelo Cangelosi
NIPS
2004
13 years 9 months ago
Edge of Chaos Computation in Mixed-Mode VLSI - A Hard Liquid
Computation without stable states is a computing paradigm different from Turing's and has been demonstrated for various types of simulated neural networks. This publication t...
Felix Schürmann, Karlheinz Meier, Johannes Sc...