Zobrazeno 1 - 10
of 126
pro vyhledávání: '"Greer, Kieran"'
Autor:
Greer, Kieran
Publikováno v:
WSEAS Transactions on Computers, ISSN / E-ISSN: 1109-2750 / 2224-2872, Volume 20, 2021, Art. #4, pp. 30-38
This paper presents a clustering algorithm that is an extension of the Category Trees algorithm. Category Trees is a clustering method that creates tree structures that branch on category type and not feature. The development in this paper is to cons
Externí odkaz:
http://arxiv.org/abs/2103.12069
Autor:
Greer, Kieran
Publikováno v:
International Journal of Computational and Applied Mathematics & Computer Science, Volume 1, pp.34-45, 2021
This paper updates the cognitive model, firstly by creating two systems and then unifying them over the same structure. It represents information at the semantic level only, where labelled patterns are aggregated into a 'type-set-match' form. It is d
Externí odkaz:
http://arxiv.org/abs/2011.02223
Autor:
Greer, Kieran
Publikováno v:
IOSR Journal of Engineering (IOSRJEN), Vol. 10, No. 7, pp. 16-19, 2020
This paper describes an entropy equation, but one that should be used for measuring energy and not information. In relation to the human brain therefore, both of these quantities can be used to represent the stored information. The human brain makes
Externí odkaz:
http://arxiv.org/abs/2007.03286
Autor:
Greer, Kieran
Publikováno v:
AIMS Biophysics, Vol. 7, Issue 4, pp. 308-322 (2020)
This paper describes implementation details for a 3-level cognitive model, described in the paper series. The whole architecture is now modular, with different levels using different types of information. The ensemble-hierarchy relationship is mainta
Externí odkaz:
http://arxiv.org/abs/2005.05137
Autor:
Greer, Kieran
Publikováno v:
WSEAS Transactions on Computer Research, ISSN / E-ISSN: 1991-8755 / 2415-1521, Volume 8, 2020, Art. #16, pp. 126-137
One of the most fundamental questions in Biology or Artificial Intelligence is how the human brain performs mathematical functions. How does a neural architecture that may organise itself mostly through statistics, know what to do? One possibility is
Externí odkaz:
http://arxiv.org/abs/2003.05320
Autor:
Greer, Kieran
Publikováno v:
10th International Conference on Advanced Technologies (ICAT'22), pp. 43 - 46, November 25-27, 2022, Van, Turkey. Virtual Conference
This paper describes a new type of auto-associative image classifier that uses a shallow architecture with a very quick learning phase. The image is parsed into smaller areas and each area is saved directly for a region, along with the related output
Externí odkaz:
http://arxiv.org/abs/1909.10811
Autor:
Greer, Kieran
Publikováno v:
WSEAS Transactions on Computers, ISSN / E-ISSN: 1109-2750 / 2224-2872, Volume 19, 2020, Art. #23, pp. 183-193
This paper describes a design that can be used for Explainable AI. The lower level is a nested ensemble of patterns created by self-organisation. The upper level is a hierarchical tree, where nodes are linked through individual concepts, so there is
Externí odkaz:
http://arxiv.org/abs/1904.07786
Autor:
Greer, Kieran
Publikováno v:
NeuroSci, 5, 2024, pp. 534-541
This paper suggests a statistical framework for describing the relations between the physical and conceptual entities of a brain-like model. Features and concept instances are put into context, where the paper suggests that features may be the electr
Externí odkaz:
http://arxiv.org/abs/1904.04579
Autor:
Greer, Kieran
Publikováno v:
International Journal of Artificial Intelligence & Applications (IJAIA), Vol.12, No.6, November 2021, pp. 65 - 76
This paper presents a batch classifier that has been improved from the earlier version and fixed a mistake in the earlier paper. Two important changes have been made. Each category is represented by a classifier, where each classifier classifies its
Externí odkaz:
http://arxiv.org/abs/1811.02617
Autor:
Greer, Kieran
Publikováno v:
AIMS Biophysics, Vol. 8, Issue 1, pp. 41-56, 2021
This paper describes a process for combining patterns and features, to guide a search process and make predictions. It is based on the functionality that a human brain might have, which is a highly distributed network of simple neuronal components th
Externí odkaz:
http://arxiv.org/abs/1803.01690