Arfan Ghani

Dr, Senior Lecturer (Electrical and Electronic Engineering)

  • 161 Citations
  • 4 h-Index
20062019
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Research Output 2006 2019

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2010

Neuro-inspired speech recognition based on reservoir computing

Ghani, A., McGinnity, T. M., Maguire, L., McDaid, L. & Belatreche, A., 2010, Advances in Speech Recognition. Sciyo, p. 7-36 21 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Speech recognition
Neurons
Recurrent neural networks
Liquids
Processing
2009
5 Citations (Scopus)

Spiking neural network performs discrete cosine transform for visual images

Wu, Q., McGinnity, T. M., Maguire, L., Ghani, A. & Condell, J., 2009, Emerging Intelligent Computing Technology and Applications: With Aspects of Artificial Intelligence. Springer Verlag, p. 21-29 9 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Discrete cosine transforms
Neural networks
Neurons
Feature extraction
Image processing
2008
15 Citations (Scopus)

Neuro-inspired speech recognition with recurrent spiking neurons

Ghani, A., McGinnity, T. M., Maguire, L. & Harkin, J., 2008, Neuro-inspired speech recognition with recurrent spiking neurons . Springer Verlag, p. 513-522 10 p. (Lecture Notes in Computer Science; vol. 5163).

Research output: Chapter in Book/Report/Conference proceedingChapter

Speech recognition
Neurons
Recurrent neural networks
Learning algorithms
Processing