Efficient implementation of neural networks in an object oriented programming environment
Pallbo, Robert LU and Balkenius, Christian LU
(1991)
Neuro Nimes '91, Fourth International Conference
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)
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/526514
- author
- Pallbo, Robert
LU
and Balkenius, Christian
LU
- organization
- publishing date
- 1991
- type
- Chapter in Book/Report/Conference proceeding
- publication status
- published
- subject
- keywords
- programming language, object orientation, OODBMS, neural networks, HASP., implementation techniques
- host publication
- Proceedings of Neuro Nimes '91
- pages
- 733 - 736
- conference name
- Neuro Nimes '91, Fourth International Conference
- conference dates
- 0001-01-02
- 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
- 2016-04-04 13:59:43
- date last changed
- 2019-09-06 02:18:05
@inproceedings{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}},
booktitle = {{Proceedings of Neuro Nimes '91}},
keywords = {{programming language; object orientation; OODBMS; neural networks; HASP.; implementation techniques}},
language = {{eng}},
pages = {{733--736}},
title = {{Efficient implementation of neural networks in an object oriented programming environment}},
url = {{http://robert.pallbo.se/academic/Papers/Nimes91}},
year = {{1991}},
}