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Efficient implementation of neural networks in an object oriented programming environmen

Pallbo, Robert LU and Balkenius, Christian LU (1991) Neuro Nimes '91, Fourth International Conference In Proceedings of Neuro Nimes '91 p.733-736
Abstract
We present an object oriented environment for the design of neural network applications. The environment is based upon an object oriented database management system and includes a programming language suited for neural network simulations. In this language, it is easy to construct and modify complex network structures in a modular fashion. Usually, using an object oriented language would increase execution time considerably, but by using a higher level of data abstraction it is possible to overcome this problem. Some implementational techniques are discussed that will make the execution more efficient. Also, the environment described here is well fitted for the construction of graphical user interfaces. The network topology can be defined... (More)
We present an object oriented environment for the design of neural network applications. The environment is based upon an object oriented database management system and includes a programming language suited for neural network simulations. In this language, it is easy to construct and modify complex network structures in a modular fashion. Usually, using an object oriented language would increase execution time considerably, but by using a higher level of data abstraction it is possible to overcome this problem. Some implementational techniques are discussed that will make the execution more efficient. Also, the environment described here is well fitted for the construction of graphical user interfaces. The network topology can be defined by using this interface as well as by using the integrated programming language. (Less)
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author
organization
publishing date
type
Chapter in Book/Report/Conference proceeding
publication status
published
subject
keywords
programming language, object orientation, OODBMS, neural networks, HASP., implementation techniques
in
Proceedings of Neuro Nimes '91
pages
733 - 736
conference name
Neuro Nimes '91, Fourth International Conference
language
English
LU publication?
yes
id
3e0637c7-e074-4770-9e88-6bc8c7ec4f0f (old id 526514)
alternative location
http://robert.pallbo.se/academic/Papers/Nimes91
date added to LUP
2007-10-11 13:31:59
date last changed
2016-04-16 11:57:20
@misc{3e0637c7-e074-4770-9e88-6bc8c7ec4f0f,
  abstract     = {We present an object oriented environment for the design of neural network applications. The environment is based upon an object oriented database management system and includes a programming language suited for neural network simulations. In this language, it is easy to construct and modify complex network structures in a modular fashion. Usually, using an object oriented language would increase execution time considerably, but by using a higher level of data abstraction it is possible to overcome this problem. Some implementational techniques are discussed that will make the execution more efficient. Also, the environment described here is well fitted for the construction of graphical user interfaces. The network topology can be defined by using this interface as well as by using the integrated programming language.},
  author       = {Pallbo, Robert and Balkenius, Christian},
  keyword      = {programming language,object orientation,OODBMS,neural networks,HASP.,implementation techniques},
  language     = {eng},
  pages        = {733--736},
  series       = {Proceedings of Neuro Nimes '91},
  title        = {Efficient implementation of neural networks in an object oriented programming environmen},
  year         = {1991},
}