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Number of items: 32.

Abuhassan, Kamal, Coyle, Damien, Belatreche, Ammar and Maguire, LP (2014) Compensating for synaptic loss in Alzheimer’s disease. Journal of Computational Neuroscience, 36 (1). pp. 19-37. [Journal article]

Ding, Xuemei, Li, Yuhua, Belatreche, Ammar and Maguire, LP (2014) An experimental evaluation of novelty detection methods. Neurocomputing, 135 . pp. 313-327. [Journal article]

Gerlein, Eduardo, McGinnity, TM, Belatreche, Ammar, Coleman, SA and Li, Yuhua (2014) Hardware-based Agent Modelling: Event-Driven Reactive Architecture (EDRA). In: 13th International Conference on Autonomous Agents and Multi-agent Systems, Paris, France. ACM . 2 pp. [Conference contribution]

Wang, Jinling, Belatreche, Ammar, Maguire, Liam and McGinnity, Martin (2014) An online supervised learning method for spiking neural networks with adaptive structure. Neurocomputing, 144 . pp. 526-536. [Journal article]

Cao, Yi, Li, Yuhua, Coleman, Sonya, Belatreche, Ammar and McGinnity, Martin (2013) A Hidden Markov Model with Abnormal States for Detecting Stock Price Manipulation. In: IEEE International Conference on Systems, Man, and Cybernetics, Manchester. IEEE. 6 pp. [Conference contribution]

Ding, Xuemei, Li, Yuhua, Belatreche, Ammar and Maguire, Liam (2013) Novelty Detection Using Level Set Methods with Adaptive Boundaries. In: 2013 IEEE International Conference on Systems, Man, and Cybernetics, Manchester. IEEE. 6 pp. [Conference contribution]

Belatreche, Ammar and Paul, Rakesh (2012) Dynamic cluster formation using populations of spiking neurons. In: The 2012 IEEE International Joint Conference on Neural Networks (IJCNN), , Brisbane, Australia. IEEE. 6 pp. [Conference contribution]

Ding, Xuemei, Li, Yuhua, Belatreche, Ammar and Maguire, LP (2012) Constructing minimum volume surfaces using level set methods for novelty detection. In: International Joint Conference on Neural Networks (IJCNN), June 10-15, 2012, Brisbane, Australia, pp.3158-3163. IEEE. 6 pp. [Conference contribution]

Ghani, Arfan, McDaid, Liam, Belatreche, Ammar, Hall, Stephen, Huang, Shou, Marsland, John, Dowrick, Thomas and Smith, Andy (2012) Evaluating the generalisation capability of a CMOS based synapse. Neurocomputing, 83 . pp. 188-197. [Journal article]

Sun, Fan, Belatreche, Ammar, Coleman, SA, McGinnity, TM and Li, Yuhua (2012) Evaluation of LibSVM and Mutual Information Matching Classifiers for Multi-Domain Sentiment Analysis. In: The 23rd Irish Conference on Artificial Intelligence and Cognitive Science, Dublin City University. Logos Verlag. 6 pp. [Conference contribution]

Ghani, Arfan, McDaid, LJ, Belatreche, Ammar, Kelly, Peter, Hall, Steve, Dowrick, Tom, Huang, Shou, Marsland, John and Smith, Andy (2011) Evaluating the Training Dynamics of a CMOS based Synapse. In: IEEE 2011 International Joint Conference on Neural Networks (IJCNN), San Jose, California, USA. IEEE. 8 pp. [Conference contribution]

Wang, Jinling, Belatreche, Ammar, Maguire, Liam and McGinnity, Martin (2011) A New Learning Algorithm for Adaptive Spiking Neural Networks. In: International Conference on Neural Information Processing , China. Springer. Vol 7062 8 pp. [Conference contribution]

Belatreche, Ammar (2010) Biologically Inspired Neural Networks. VDM Verlag. 244 pp ISBN 978-3-639-22826-7 [Book (authored)]

Belatreche, Ammar, Maguire, LP, McGinnity, TM, Ghani, Arfan and McDaid, Liam (2010) Application of biologically inspired neural oscillators to colour image segmentation. In: IEEE 2010 International Joint Conference on Neural Networks (IJCNN), Barcelona, Spain. IEEE Xplore. 8 pp. [Conference contribution]

Belatreche, Ammar, Maguire, LP, McGinnity, TM, McDaid, Liam and Ghani, Arfan (2010) Computing with Biologically Inspired Neural Oscillators: Application to Colour Image Segmentation. Advances in Artificial Intelligence, 2010 . pp. 1-21. [Journal article]

Ghani, Arfan, McGinnity, TM, Maguire, LP, McDaid, Liam and Belatreche, Ammar (2010) Neuro-Inspired Speech Recognition Based on Reservoir Computing. In: Advances in Speech Recognition. Sciyo, pp. 7-36. ISBN 978-953-307-097-1 [Book section]

Ghani, Arfan, McDaid, Liam, Belatreche, Ammar and Ahmed, Waqar (2009) Neuro inspired reconfigurable architecture for hardware/software co-design. In: IEEE International System on Chip Conference (SoCC 2009). UNSPECIFIED. 4 pp. [Conference contribution]

Wang, Jinling, Belatreche, Ammar, Maguire, Liam and McGinnity, Martin (2009) Online versus Offline Learning for Spiking Neural Networks: A review and new strategies. In: 8th IEEE international Conference on Cybernetic Intelligent Systems. UNSPECIFIED. 6 pp. [Conference contribution]

Wu, Q, McGinnity, TM, Maguire, LP, Belatreche, A and Glackin, B (2008) Processing visual stimuli using hierarchical spiking neural networks. Neurocomputing, 71 (10-12). pp. 2055-2068. [Journal article]

Wu, Qing, McGinnity, Martin, Maguire, Liam, Belatreche, Ammar and Glackin, Brendan (2008) 2D co-ordinate transformation based on a spike timing-dependent plasticity learning mechanism. Neural Networks, 21 (9). pp. 1318-1327. [Journal article]

Wu, Qing, McGinnity, TM, Maguire, Liam, Belatreche, Ammar and Glackin, Brendan (2008) Processing visual stimuli using hierarchical spiking neural networks. Neurocomputing, 71 (10-12). pp. 2055-2068. [Journal article]

Belatreche, A, Maguire, LP and McGinnity, TM (2007) Advances in Design and Application of Spiking Neural Networks. Soft Computing - A Fusion of Foundations, Methodologies and Applications, 11 (3). pp. 239-248. [Journal article]

Maguire, Liam, McGinnity, Martin, Glackin, Brendan, Ghani, Arfan, Belatreche, Ammar and Harkin, Jim (2007) Challenges for large-scale implementations of Spiking Neural Networks on FPGAs. Neurocomputing, 71 (1-3). pp. 13-29. [Journal article]

Maguire, LP, McGinnity, TM, Glackin, B, Ghani, Arfan, Belatreche, A and Harkin, JG (2007) Challenges for Large-scale Implementations of Spiking Neural Networks on FPGAs. Neurocomputing - Special Issue on Hardware of Neurocomputing, 71 (1-3). pp. 13-29. [Journal article]

Wu, Qing, McGinnity, Martin, Maguire, Liam, Belatreche, Ammar and Glackin, Brendan (2007) Edge Detection Based on Spiking Neural Network Model. Lecture Notes in Computer Science, 4682/2007 . pp. 26-34. [Journal article]

Wu, Qingxiang, McGinnity, TM, Maguire, LP, Belatreche, Ammar and Glackin, Brendan (2007) Simulation of Intelligent Computational Models in Biological Systems. In: The International Conference on Machine Learning and Cybernetics (ICMLC2007). IEEE. 5 pp. [Conference contribution]

Wu, Qingxiang, McGinnity, TM, Maguire, LP, Glackin, Brendan and Belatreche, Ammar (2007) Learning Mechanisms in Networks of Spiking Neurons. In: Studies in Computational Intelligence. (Eds: Chen , Ke and Wang, Lipo), Springer-Verlag , pp. 171-197. ISBN 1860-949X [Book section]

Belatreche, A, Maguire, LP, McGinnity, TM and Wu, Q (2006) Evolutionary design of spiking neural networks. Journal of new mathematics and natural computing, 2 (3). pp. 237-253. [Journal article]

Belatreche, Ammar, Maguire, Liam and McGinnity, Martin (2004) Pattern Recognition with Spiking Neural Networks and Dynamic Synapses. In: 6th International FLINS Conference APPLIED COMPUTATIONAL INTELLIGENCE, Blankenberge, Belgium. UNSPECIFIED. 6 pp. [Conference contribution]

Johnston, S, Prasad, G, Maguire, LP, McGinnity, TM and Belatreche, A (2004) Investigation into the pragmatism of phenomenological spiking neurons for hardware implementation on FPGAs. In: IEEE SMC UK-RI chapter Conference, Derry. IEEE SMC UK-RI chapter. 6 pp. [Conference contribution]

Belatreche, Ammar, Maguire, Liam, McGinnity, Martin and Wu, Qing (2003) A Method for Supervised Training of Spiking Neural Networks. In: IEEE Cybernetics Intelligence Challenges and Advances (CICA) 2003, United Kingdom. UNSPECIFIED. 6 pp. [Conference contribution]

Amira, A, Bouridane, A, Milligan, P and Belatreche, A (2002) Design of efficient architectures for discrete orthogonal transforms using bit level systolic structures. IEE PROCEEDINGS-COMPUTERS AND DIGITAL TECHNIQUES, 149 (1). pp. 17-24. [Journal article]

This list was generated on Sun Sep 21 06:59:00 2014 BST.