• Northlands Road, Magee Campus

    BT48 7JL Londonderry

    United Kingdom

  • 2953 Citations
  • 27 h-Index
19992020
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Fingerprint Dive into the research topics where Martin Mc Ginnity is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 8 Similar Profiles
Neural networks Engineering & Materials Science
Robots Engineering & Materials Science
Brain computer interface Engineering & Materials Science
Neurons Engineering & Materials Science
Fuzzy neural networks Engineering & Materials Science
Electroencephalography Engineering & Materials Science
Robotics Engineering & Materials Science
End effectors Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 1999 2020

Open Access
File
Acoustic waves

A Review Of Learning In Biologically Plausible Spiking Neural Networks

Taherkhani, A., Belatreche, A., Li, Y., Cosma, G., Maguire, L. & McGinnity, T. M., 11 Oct 2019, In : Neural Networks. 122, p. 253-272 20 p.

Research output: Contribution to journalArticle

Learning
Neural networks
Neurons
Brain
Learning algorithms

Feature Extraction and Classification using Leading Eigenvectors: Applications in Biomedical and Multi-Modal mHealth Data

McGinnity, T. M. & Cosma, G., 10 Jul 2019, (Accepted/In press) In : IEEE Access. 7, 1, p. 17400-107412 13 p., Access-2019-23455.

Research output: Contribution to journalArticle

Eigenvalues and eigenfunctions
Feature extraction
Classifiers
mHealth
Experiments
Open Access
File
Signal analysis
Biomimetics
End effectors
Robots
Noise abatement

Optimization of output spike train encoding for a spiking neuron based on its spatiotemporal input pattern

McGinnity, T. M., Cosma, G. & Takerkhani, A., 29 Mar 2019, (Accepted/In press) In : IEEE Transactions on Cognitive and Developmental Systems. TCDS-2018-0127.R2.

Research output: Contribution to journalArticle

Open Access
File
Neurons
Learning algorithms

Thesis

Continuous tactile sensing for enhanced human-robot collaboration

Author: Gomez Eguiluz, A., May 2018

Supervisor: Coleman, S. (Supervisor), Mc Ginnity, T. (Supervisor) & Rano, I. (Supervisor)

Student thesis: Doctoral Thesis

Using computational intelligence for knowledge discovery from the human microbiome

Author: Wingfield, B., Mar 2019

Supervisor: McGinnity, T. (Supervisor), Bjourson, A. (Supervisor) & Coleman, S. (Supervisor)

Student thesis: Doctoral Thesis