Ammar Belatreche
Ammar Belatreche
Associate Professor in Computer Science, Faculty of Engineering and Environment
Verified email at northumbria.ac.uk - Homepage
Title
Cited by
Cited by
Year
Challenges for large-scale implementations of spiking neural networks on FPGAs
LP Maguire, TM McGinnity, B Glackin, A Ghani, A Belatreche, J Harkin
Neurocomputing 71 (1-3), 13-29, 2007
2122007
An experimental evaluation of novelty detection methods
X Ding, Y Li, A Belatreche, LP Maguire
Neurocomputing 135, 313-327, 2014
1222014
Evaluating machine learning classification for financial trading: An empirical approach
EA Gerlein, M McGinnity, A Belatreche, S Coleman
Expert Systems with Applications 54, 193-207, 2016
1082016
Advances in design and application of spiking neural networks
A Belatreche, LP Maguire, M McGinnity
Soft Computing 11 (3), 239-248, 2007
1062007
A novel approach for the implementation of large scale spiking neural networks on FPGA hardware
B Glackin, TM McGinnity, LP Maguire, QX Wu, A Belatreche
International Work-Conference on Artificial Neural Networks, 552-563, 2005
902005
Adaptive hidden Markov model with anomaly states for price manipulation detection
Y Cao, Y Li, S Coleman, A Belatreche, TM McGinnity
IEEE transactions on neural networks and learning systems 26 (2), 318-330, 2014
832014
Forecasting price movements using technical indicators: Investigating the impact of varying input window length
Y Shynkevich, TM McGinnity, SA Coleman, A Belatreche, Y Li
Neurocomputing 264, 71-88, 2017
752017
An online supervised learning method for spiking neural networks with adaptive structure
J Wang, A Belatreche, L Maguire, TM McGinnity
Neurocomputing 144, 526-536, 2014
742014
Forecasting movements of health-care stock prices based on different categories of news articles using multiple kernel learning
Y Shynkevich, TM McGinnity, SA Coleman, A Belatreche
Decision Support Systems 85, 74-83, 2016
652016
DL-ReSuMe: A delay learning-based remote supervised method for spiking neurons
A Taherkhani, A Belatreche, Y Li, LP Maguire
IEEE transactions on neural networks and learning systems 26 (12), 3137-3149, 2015
632015
Edge detection based on spiking neural network model
QX Wu, M McGinnity, L Maguire, A Belatreche, B Glackin
International Conference on Intelligent Computing, 26-34, 2007
612007
Learning under weight constraints in networks of temporal encoding spiking neurons
QX Wu, TM McGinnity, LP Maguire, B Glackin, A Belatreche
Neurocomputing 69 (16-18), 1912-1922, 2006
602006
A review of learning in biologically plausible spiking neural networks
A Taherkhani, A Belatreche, Y Li, G Cosma, LP Maguire, TM McGinnity
Neural Networks 122, 253-272, 2020
572020
A method for supervised training of spiking neural networks
A Belatreche, L Maguire, M McGinnity, Q Wu
Cybernetic Intelligence, Challenges and Advances, 11-17, 2003
492003
A supervised learning algorithm for learning precise timing of multiple spikes in multilayer spiking neural networks
A Taherkhani, A Belatreche, Y Li, LP Maguire
IEEE transactions on neural networks and learning systems 29 (11), 5394-5407, 2018
442018
Spiketemp: An enhanced rank-order-based learning approach for spiking neural networks with adaptive structure
J Wang, A Belatreche, LP Maguire, TM McGinnity
IEEE transactions on neural networks and learning systems 28 (1), 30-43, 2015
372015
EMPD: An efficient membrane potential driven supervised learning algorithm for spiking neurons
M Zhang, H Qu, A Belatreche, X Xie
IEEE Transactions on Cognitive and Developmental Systems 10 (2), 151-162, 2017
352017
A highly effective and robust membrane potential-driven supervised learning method for spiking neurons
M Zhang, H Qu, A Belatreche, Y Chen, Z Yi
IEEE transactions on neural networks and learning systems 30 (1), 123-137, 2018
312018
Processing visual stimuli using hierarchical spiking neural networks
QX Wu, TM McGinnity, LP Maguire, A Belatreche, B Glackin
Neurocomputing 71 (10-12), 2055-2068, 2008
312008
Stock price prediction based on stock-specific and sub-industry-specific news articles
Y Shynkevich, TM McGinnity, S Coleman, A Belatreche
2015 international joint conference on neural networks (ijcnn), 1-8, 2015
292015
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Articles 1–20