Efficient implementation of neural networks in an object oriented programming environment

Research output: Chapter in Book/Report/Conference proceedingPaper in conference proceeding

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.

Details

Authors
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Research areas and keywords

Subject classification (UKÄ) – MANDATORY

  • Computer Science

Keywords

  • programming language, object orientation, OODBMS, neural networks, HASP., implementation techniques
Original languageEnglish
Title of host publicationProceedings of Neuro Nimes '91
Pages733-736
Publication statusPublished - 1991
Publication categoryResearch
Peer-reviewedYes
EventNeuro Nimes '91, Fourth International Conference - Paris
Duration: 0001 Jan 2 → …

Conference

ConferenceNeuro Nimes '91, Fourth International Conference
Period0001/01/02 → …