Advanced search ?

Object

Download

Title: A world according to artificial neural networks, Journal of Telecommunications and Information Technology, 2003, nr 3

Creator:

Schuster, Alfons

Date:

2003, nr 3

Resource Type:

artykuł

Description:

This paper presents results from a preliminary study in the field of artificial neural networks (ANN). The overall aim of our work relates to the field of cognitive science. In this wider framework we try to investigate, reason about, and model cognitive processes in order to obtain a better understanding of the major processing device involved – the human brain. In terms of content this paper presents a novel ANN learning approach. Note that through-out the paper we assume supervised learning. In contrast to the classical ANN learning approach where an ANN algorithm alters an initial random weight assignment until a reasonable solution to a problem is obtained this approach does not alter the initial random weight assignment at all, but provides a solution to the problem by transforming the actual input data. The approach is applied to perceptrons and adalines and its quality is demonstrated on simple classification problems.

Publisher:

Instytut Łączności - Państwowy Instytut Badawczy, Warszawa

Format:

application/pdf

Resource Identifier:

oai:bc.itl.waw.pl:613 ; ISSN 1509-4553, on-line: ISSN 1899-8852

DOI:

10.26636/jtit.2003.3.184

ISSN:

1509-4553

eISSN:

1899-8852

Source:

Journal of Telecommunications and Information Technology

Language:

ang

Rights Management:

Biblioteka Naukowa Instytutu Łączności

Subject and keywords:

cognitive science artificial neural networks input space transformation

Object collections:

Last modified:

Jun 3, 2024

In our library since:

Mar 22, 2010

Number of object content hits:

146

All available object's versions:

https://bc.itl.waw.pl/publication/682

Show description in RDF format:

RDF

Show description in OAI-PMH format:

OAI-PMH

Edition name Date
Schuster, Alfons, A world according to artificial neural networks, Journal of Telecommunications and Information Technology, 2003, nr 3 Jun 3, 2024

Objects Similar
The Development of Kalman Filter Learning Technique for Artificial Neural Networks, Journal of Telecommunications and Information Technology, 2013, nr 4

Krok, Agnieszka

2013, nr 4
artykuł
Designing a Compact Microstrip Antenna Using the Machine Learning Approach, Journal of Telecommunications and Information Technology, 2020, nr 4

Sharma, Kanhaiya Pandey, Ganga Prasad

2020, nr 4
artykuł
Tractography Methods in Preoperative Neurosurgical Planning, Journal of Telecommunications and Information Technology, 2021, nr 3

Ciecierski, Konrad A. Koryciński, Mateusz

2021, nr 3
artykuł
2023, nr 4, JTIT-artykuły
2023, nr 4, JTIT-artykuły
Designing Smart Antennas Using Machine Learning Algorithms, Journal of Telecommunications and Information Technology, 2023, nr 4

Samantaray, Barsa Das, Kunal Kumar Roy, Jibendu Sekhar

2023
artykuł
Swarm intelligence for network routing optimization, Journal of Telecommunications and Information Technology, 2005, nr 3

Schuster, Alfons Dempsey, Peter

2005, nr 3
artykuł
A study on fractal dimensions and convergence in fuzzy control systems, Journal of Telecommunications and Information Technology, 2002, nr 3

Schuster, Alfons Prieto, Miguel Segui Blackburn, William

2002, nr 3
artykuł
More
×

Citation

Citation style:

Contact details

Address

Instytut Łączności – Państwowy Instytut Badawczy ul. Szachowa 1 04-894 Warszawa

Phone

(+48) 5128 696

E-Mail

biblioteka@il-pib.pl

Visit us!

This page uses 'cookies'. More information