Browse by ORCID

Journal article

TAHERKHANI, A., COSMA, G. and MCGINNITY, T.M., 2020. AdaBoost-CNN: an Adaptive Boosting algorithm for Convolutional Neural Networks to classify multi-class imbalanced datasets using transfer learning. Neurocomputing. ISSN 0925-2312

TAHERKHANI, A., BELATRECHE, A., LI, Y., COSMA, G., MAGUIRE, L.P. and MCGINNITY, T.M., 2020. A review of learning in biologically plausible spiking neural networks. Neural Networks, 122, pp. 253-272. ISSN 0893-6080

TAHERKHANI, A., COSMA, G. and MCGINNITY, T.M., 2019. Optimization of output spike train encoding for a spiking neuron based on its spatiotemporal input pattern. IEEE Transactions on Cognitive and Developmental Systems. ISSN 2379-8920

TAHERKHANI, A., COSMA, G. and MCGINNITY, T.M., 2018. Deep-FS: a feature selection algorithm for deep Boltzmann machines. Neurocomputing, 322, pp. 22-37. ISSN 0925-2312

TAHERKHANI, A., BELATRECHE, A., LI, Y. and MAGUIRE, L.P., 2018. A supervised learning algorithm for learning precise timing of multiple spikes in multilayer spiking neural networks. IEEE Transactions on Neural Networks and Learning Systems. ISSN 2162-237X

TAHERKHANI, A., BELATRECHE, A., LI, Y. and MAGUIRE, L.P., 2015. DL-ReSuMe: a delay learning-based remote supervised method for spiking neurons. IEEE Transactions on Neural Networks and Learning Systems, 26 (12), pp. 3137-3149. ISSN 2162-237X

Chapter in book

TAHERKHANI, A., COSMA, G., ALANI, A.A. and MCGINNITY, T.M., 2019. Activity recognition from multi-modal sensor data using a deep convolutional neural network. In: K. ARAI, S. KAPOOR and R. BHATIA, eds., Intelligent computing. Proceedings of the 2018 Computing Conference, volume 2. Advances in intelligent systems and computing. (857). Chaim: Springer, pp. 203-218. ISBN 9783030011765

PANDYA, B., COSMA, G., ALANI, A.A., TAHERKHANI, A., BHARADI, V. and MCGINNITY, T.M., 2018. Fingerprint classification using a deep convolutional neural network. In: 2018 4th International Conference on Information Management (ICIM2018), 25-27 May 2018, Oxford, UK. IEEE, pp. 86-91. ISBN 9781538661482

ALANI, A.A., COSMA, G., TAHERKHANI, A. and MCGINNITY, T.M., 2018. Hand gesture recognition using an adapted convolutional neural network with data augmentation. In: 2018 4th International Conference on Information Management (ICIM2018), 25-27 May 2018, Oxford, UK. IEEE, pp. 5-12. ISBN 9781538661482

MAAJI, S.S., COSMA, G., TAHERKHANI, A., ALANI, A.A. and MCGINNITY, T.M., 2018. On-line voltage stability monitoring using an Ensemble AdaBoost classifier. In: 2018 4th International Conference on Information Management (ICIM2018), 25-27 May 2018, Oxford, UK. IEEE, pp. 253-259. ISBN 9781538661482