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of 23
pro vyhledávání: '"Niall Griffith"'
Autor:
Niall Griffith, Peter M. Todd
This volume presents the most up-to-date collection of neural network models of music and creativity gathered together in one place. Chapters by leaders in the field cover new connectionist models of pitch perception, tonality, musical streaming, seq
Publikováno v:
Journal of Computational Neuroscience. 23:1-19
In this paper we prove that both diffusion and the leaky integrators cascade based transport mechanisms have as their inherent property the effect of temporal multi-scaling. The two transport mechanisms are modeled not as convolution based algorithms
Autor:
Niall Griffith
Publikováno v:
Cognitive Technologies and the Pragmatics of Cognition. 13:583-613
The relationship between cognition and culture is discussed in terms of technology and representation. The computational metaphor is discussed in relation to its providing an account of cognitive and technical development: the role of representation
Autor:
Niall Griffith
Publikováno v:
Musicae Scientiae. 8:292-296
Autor:
Maja Serman, Niall Griffith
Publikováno v:
Musicae Scientiae. 7:125-155
In this paper we approach the subject of modelling and understanding segmentation processes in melodic perception using a temporal multi-scale representation framework. We start with the hypothesis that segmentation depends on the ability of the perc
Autor:
Derek Partridge, Niall Griffith
Publikováno v:
Pattern Analysis & Applications. 5:180-188
One vigorous branch of research aimed at improving the performance of pattern recognition systems explores the possibilities for exploiting the differences between a set of variously configured classifiers. This is the field of Multiple Classifier Sy
Autor:
Derek Partridge, Niall Griffith
Publikováno v:
Neural Computing & Applications. 3:27-37
We address the problem of training multilayer perceptrons to instantiate a target function. In particular, we explore the accuracy of the trained network on a test set of previously unseen patterns — the generalisation ability of the trained networ
Autor:
Niall Griffith
Publikováno v:
Artificial Intelligence Review. 8:393-408
Some forms of artificial neural network models develop representations that have a high visual information content. An example of this kind of network is the Kohonen Feature Map (KFM). This paper describes how a KFM can be used in a model that catego
Autor:
Niall Griffith, Peter M. Todd
Publikováno v:
Connection Science. 6:131-134
Autor:
Niall Griffith
Publikováno v:
Connection Science. 6:155-176
Modelling how people establish a sense of tonality and encode pitch invariance are important elements of research into musical cognition. This paper describes simulations of processes that induce c...