Ammar Belatreche

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 35

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IJCNN

CIFEr

CoRR

Ulster University, UK (PHD)

Education History

Ulster University, UK

PHD

Publications

Wenjie Wei, Yu Liang, Ammar Belatreche, Yichen Xiao, Honglin Cao, Zhenbang Ren, Guoqing Wang, Malu Zhang, Yang Yang
Q-SNNs: Quantized Spiking Neural Networks. CoRR (2024)
Wenjie Wei, Malu Zhang, Jilin Zhang, Ammar Belatreche, Jibin Wu, Zijing Xu, Xuerui Qiu, Hong Chen, Yang Yang, Haizhou Li
Event-Driven Learning for Spiking Neural Networks. CoRR (2024)
Mourad Bouzegza, Ammar Belatreche, Ahmed Bouridane, Mohamed Elarbi-Boudihir
OHON4D: optimised histogram of 4D normals for human behaviour recognition in depth sequences. Int. J. Intell. Eng. Informatics 12 (3) (2024)
Shuai Wang, Dehao Zhang, Ammar Belatreche, Yichen Xiao, Hongyu Qing, Wenjie Wei, Malu Zhang, Yang Yang
Ternary Spike-based Neuromorphic Signal Processing System. CoRR (2024)
Khaled Safa, Ammar Belatreche, Salima Ouadfel, Richard Jiang
WALDATA: Wavelet transform based adversarial learning for the detection of anomalous trading activities. Expert Syst. Appl. 255 (2024)
Philip Easom-McCaldin, Ahmed Bouridane, Ammar Belatreche, Richard Jiang, Somaya Al-Máadeed
Efficient Quantum Image Classification Using Single Qubit Encoding. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Wenjie Wei, Malu Zhang, Hong Qu, Ammar Belatreche, Jian Zhang, Hong Chen
Temporal-Coded Spiking Neural Networks with Dynamic Firing Threshold: Learning with Event-Driven Backpropagation. ICCV (2023)
Kaveen Perera, Fouad Khelifi, Ammar Belatreche
A Novel Image Enhancement Method for Palm Vein Images. CoDIT (2022)
Malu Zhang, Jiadong Wang, Jibin Wu, Ammar Belatreche, Burin Amornpaisannon, Zhixuan Zhang, Venkata Pavan Kumar Miriyala, Hong Qu, Yansong Chua, Trevor E. Carlson, Haizhou Li
Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33 (5) (2022)
Mourad Bouzegza, Ammar Belatreche, Ahmed Bouridane, Mohamed Tounsi
A comprehensive review of video steganalysis. IET Image Process. 16 (13) (2022)
Philip Easom-McCaldin, Ahmed Bouridane, Ammar Belatreche, Richard Jiang
On Depth, Robustness and Performance Using the Data Re-Uploading Single-Qubit Classifier. IEEE Access 9 (2021)
Philip Easom-McCaldin, Ahmed Bouridane, Ammar Belatreche, Richard Jiang
Towards Building A Facial Identification System Using Quantum Machine Learning Techniques. CoRR (2020)
Baqar Rizvi, Ammar Belatreche, Ahmed Bouridane, Kamlesh Mistry
Stock Price Manipulation Detection based on Autoencoder Learning of Stock Trades Affinity. IJCNN (2020)
Baqar Rizvi, Ammar Belatreche, Ahmed Bouridane, Ian Watson
Detection of Stock Price Manipulation Using Kernel Based Principal Component Analysis and Multivariate Density Estimation. IEEE Access 8 (2020)
Malu Zhang, Jibin Wu, Ammar Belatreche, Zihan Pan, Xiurui Xie, Yansong Chua, Guoqi Li, Hong Qu, Haizhou Li
Supervised learning in spiking neural networks with synaptic delay-weight plasticity. Neurocomputing 409 (2020)
Malu Zhang, Xiaoling Luo, Yi Chen, Jibin Wu, Ammar Belatreche, Zihan Pan, Hong Qu, Haizhou Li
An Efficient Threshold-Driven Aggregate-Label Learning Algorithm for Multimodal Information Processing. IEEE J. Sel. Top. Signal Process. 14 (3) (2020)
Aboozar Taherkhani, Ammar Belatreche, Yuhua Li, Georgina Cosma, Liam P. Maguire, T. Martin McGinnity
A review of learning in biologically plausible spiking neural networks. Neural Networks 122 (2020)
Malu Zhang, Jiadong Wang, Zhixuan Zhang, Ammar Belatreche, Jibin Wu, Yansong Chua, Hong Qu, Haizhou Li
Spike-Timing-Dependent Back Propagation in Deep Spiking Neural Networks. CoRR (2020)
Abdelkerim Souahlia, Ammar Belatreche, Abdelkader Benyettou, Zoubir Ahmed-Foitih, Elhadj Benkhelifa, Kevin Curran
Echo state network-based feature extraction for efficient color image segmentation. Concurr. Comput. Pract. Exp. 32 (21) (2020)
Baqar Rizvi, Ammar Belatreche, Ahmed Bouridane
Immune Inspired Dendritic Cell Algorithm for Stock Price Manipulation Detection. IntelliSys (1) (2019)
Baqar Rizvi, Ammar Belatreche, Ahmed Bouridane
A Dendritic Cell Immune System Inspired Approach for Stock Market Manipulation Detection. CEC (2019)
Malu Zhang, Hong Qu, Ammar Belatreche, Yi Chen, Zhang Yi
A Highly Effective and Robust Membrane Potential-Driven Supervised Learning Method for Spiking Neurons. IEEE Trans. Neural Networks Learn. Syst. 30 (1) (2019)
Malu Zhang, Hong Qu, Jianping Li, Ammar Belatreche, Xiurui Xie, Zhi Zeng
Feedforward Computational Model for Pattern Recognition with Spiking neurons. Int. J. Robotics Autom. 33 (1) (2018)
Omer Faruk Ogutcen, Ammar Belatreche, Huseyin Seker
A Multi-objective Pareto-Optimal Wrapper Based Framework for Cancer-Related Gene Selection. IntelliSys (2) (2018)
Baqar Abbas, Ammar Belatreche, Ahmed Bouridane
Stock Price Manipulation Detection Using Empirical Mode Decomposition Based Kernel Density Estimation Clustering Method. IntelliSys (2) (2018)
Malu Zhang, Hong Qu, Ammar Belatreche, Xiurui Xie
EMPD: An Efficient Membrane Potential Driven Supervised Learning Algorithm for Spiking Neurons. IEEE Trans. Cogn. Dev. Syst. 10 (2) (2018)
Aboozar Taherkhani, Ammar Belatreche, Yuhua Li, Liam P. Maguire
A Supervised Learning Algorithm for Learning Precise Timing of Multiple Spikes in Multilayer Spiking Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 29 (11) (2018)
Eduardo A. Gerlein, Thomas Martin McGinnity, Ammar Belatreche, Sonya A. Coleman
Network on Chip Architecture for Multi-Agent Systems in FPGA. ACM Trans. Reconfigurable Technol. Syst. 10 (4) (2017)
Abdelkerim Souahlia, Ammar Belatreche, Abdelkader Benyettou, Kevin Curran
Blood vessel segmentation in retinal images using echo state networks. ICACI (2017)
Yauheniya Shynkevich, T. Martin McGinnity, Sonya A. Coleman, Ammar Belatreche, Yuhua Li
Forecasting price movements using technical indicators: Investigating the impact of varying input window length. Neurocomputing 264 (2017)
Jinling Wang, Ammar Belatreche, Liam P. Maguire, Thomas Martin McGinnity
SpikeTemp: An Enhanced Rank-Order-Based Learning Approach for Spiking Neural Networks With Adaptive Structure. IEEE Trans. Neural Networks Learn. Syst. 28 (1) (2017)
Abdelkerim Souahlia, Ammar Belatreche, Abdelkader Benyettou, Kevin Curran
An experimental evaluation of echo state network for colour image segmentation. IJCNN (2016)
Yi Cao, Yuhua Li, Sonya A. Coleman, Ammar Belatreche, Thomas Martin McGinnity
Detecting Wash Trade in Financial Market Using Digraphs and Dynamic Programming. IEEE Trans. Neural Networks Learn. Syst. 27 (11) (2016)
Eduardo A. Gerlein, Thomas Martin McGinnity, Ammar Belatreche, Sonya A. Coleman
Evaluating machine learning classification for financial trading: An empirical approach. Expert Syst. Appl. 54 (2016)
Yauheniya Shynkevich, T. Martin McGinnity, Sonya A. Coleman, Ammar Belatreche
Forecasting movements of health-care stock prices based on different categories of news articles using multiple kernel learning. Decis. Support Syst. 85 (2016)
Jinling Wang, Ammar Belatreche, Liam P. Maguire, T. Martin McGinnity
SpikeComp: An Evolving Spiking Neural Network with Adaptive Compact Structure for Pattern Classification. ICONIP (2) (2015)
Aboozar Taherkhani, Ammar Belatreche, Yuhua Li, Liam P. Maguire
EDL: An Extended Delay Learning Based Remote Supervised Method for Spiking Neurons. ICONIP (2) (2015)
Aboozar Taherkhani, Ammar Belatreche, Yuhua Li, Liam P. Maguire
DL-ReSuMe: A Delay Learning-Based Remote Supervised Method for Spiking Neurons. IEEE Trans. Neural Networks Learn. Syst. 26 (12) (2015)
Fan Sun, Ammar Belatreche, Sonya A. Coleman, Thomas Martin McGinnity, Yuhua Li
Sentiment Classification in the Financial Domain Using? SVM and Multi-Objective Optimisation. SSCI (2015)
Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire
Novelty Detection Using Level Set Methods. IEEE Trans. Neural Networks Learn. Syst. 26 (3) (2015)
Niall McCarroll, Ammar Belatreche, Jim Harkin, Yuhua Li
Bio-Inspired Hybrid Framework for Multi-view Face Detection. ICONIP (4) (2015)
Yauheniya Shynkevich, T. Martin McGinnity, Sonya A. Coleman, Ammar Belatreche
Stock price prediction based on stock-specific and sub-industry-specific news articles. IJCNN (2015)
Yauheniya Shynkevich, T. Martin McGinnity, Sonya A. Coleman, Ammar Belatreche
Predicting Stock Price Movements Based on Different Categories of News Articles. SSCI (2015)
Niall McCarroll, Ammar Belatreche, Jim Harkin, Yuhua Li
Bio-inspired hierarchical framework for multi-view face detection and pose estimation. IJCNN (2015)
Yi Cao, Yuhua Li, Sonya A. Coleman, Ammar Belatreche, Thomas Martin McGinnity
Adaptive Hidden Markov Model With Anomaly States for Price Manipulation Detection. IEEE Trans. Neural Networks Learn. Syst. 26 (2) (2015)
Jinling Wang, Ammar Belatreche, Liam P. Maguire, T. Martin McGinnity
Dynamically Evolving Spiking Neural network for pattern recognition. IJCNN (2015)
Aboozar Taherkhani, Ammar Belatreche, Yuhua Li, Liam P. Maguire
Multi-DL-ReSuMe: Multiple neurons Delay Learning Remote Supervised Method. IJCNN (2015)
Yi Cao, Yuhua Li, Sonya A. Coleman, Ammar Belatreche, Thomas Martin McGinnity
Detecting price manipulation in the financial market. CIFEr (2014)
Eduardo A. Gerlein, T. Martin McGinnity, Ammar Belatreche, Sonya A. Coleman, Yuhua Li
Hardware-based agent modelling: event-driven reactive architecture (EDRA). AAMAS (2014)
Aboozar Taherkhani, Ammar Belatreche, Yuhua Li, Liam P. Maguire
A new biologically plausible supervised learning method for spiking neurons. ESANN (2014)
Fan Sun, Ammar Belatreche, Sonya A. Coleman, T. Martin McGinnity, Yuhua Li
Pre-processing online financial text for sentiment classification: A natural language processing approach. CIFEr (2014)
Jinling Wang, Ammar Belatreche, Liam P. Maguire, Thomas Martin McGinnity
An online supervised learning method for spiking neural networks with adaptive structure. Neurocomputing 144 (2014)
Yauheniya Shynkevich, T. Martin McGinnity, Sonya A. Coleman, Yuhua Li, Ammar Belatreche
Forecasting stock price directional movements using technical indicators: Investigating window size effects on one-step-ahead forecasting. CIFEr (2014)
Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire
A locally adaptive boundary evolution algorithm for novelty detection using level set methods. IJCNN (2014)
Yi Cao, Yuhua Li, Sonya A. Coleman, Ammar Belatreche, Thomas Martin McGinnity
Detecting wash trade in the financial market. CIFEr (2014)
Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire
An experimental evaluation of novelty detection methods. Neurocomputing 135 (2014)
Eduardo A. Gerlein, T. Martin McGinnity, Ammar Belatreche, Sonya A. Coleman, Yuhua Li
Multi-agent pre-trade analysis acceleration in FPGA. CIFEr (2014)
Scott McDonald, Sonya A. Coleman, T. Martin McGinnity, Yuhua Li, Ammar Belatreche
A comparison of forecasting approaches for capital markets. CIFEr (2014)
Kamal Abuhassan, Damien Coyle, Ammar Belatreche, Liam P. Maguire
Compensating for synaptic loss in Alzheimer's disease. J. Comput. Neurosci. 36 (1) (2014)
Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire
Novelty Detection Using Level Set Methods with Adaptive Boundaries. SMC (2013)
Yi Cao, Yuhua Li, Sonya A. Coleman, Ammar Belatreche, T. Martin McGinnity
A Hidden Markov Model with Abnormal States for Detecting Stock Price Manipulation. SMC (2013)
Ammar Belatreche, Rakesh Paul
Dynamic cluster formation using populations of spiking neurons. IJCNN (2012)
Arfan Ghani, Liam McDaid, Ammar Belatreche, Steve Hall, Shou Huang, John Marsland, Thomas Dowrick, Andy W. Smith
Evaluating the generalisation capability of a CMOS based synapse. Neurocomputing 83 (2012)
Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire
Constructing minimum volume surfaces using level set methods for novelty detection. IJCNN (2012)
J. Wang, Ammar Belatreche, Liam P. Maguire, Thomas Martin McGinnity
A New Learning Algorithm for Adaptive Spiking Neural Networks. ICONIP (1) (2011)
Arfan Ghani, Liam McDaid, Ammar Belatreche, Peter M. Kelly, Steve Hall, Thomas Dowrick, Shou Huang, John Marsland, Andy W. Smith
Evaluating the training dynamics of a CMOS based synapse. IJCNN (2011)
Ammar Belatreche, Liam P. Maguire, T. Martin McGinnity, Liam McDaid, Arfan Ghani
Computing with Biologically Inspired Neural Oscillators: Application to Colour Image Segmentation. Adv. Artif. Intell. 2010 (2010)
Ammar Belatreche, Liam P. Maguire, T. Martin McGinnity, Arfan Ghani, Liam McDaid
Application of biologically inspired neural oscillators to colour image segmentation. IJCNN (2010)
Arfan Ghani, Liam McDaid, Ammar Belatreche, Waqar Ahmed
Neuro inspired reconfigurable architecture for hardware/software co-design. SoCC (2009)
Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, Ammar Belatreche, Brendan P. Glackin
2D co-ordinate transformation based on a spike timing-dependent plasticity learning mechanism. Neural Networks 21 (9) (2008)
Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, Ammar Belatreche, Brendan P. Glackin
Processing visual stimuli using hierarchical spiking neural networks. Neurocomputing 71 (10-12) (2008)
Liam P. Maguire, T. Martin McGinnity, Brendan P. Glackin, Arfan Ghani, Ammar Belatreche, Jim Harkin
Challenges for large-scale implementations of spiking neural networks on FPGAs. Neurocomputing 71 (1-3) (2007)
Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, Ammar Belatreche, Brendan P. Glackin
Edge Detection Based on Spiking Neural Network Model. ICIC (2) (2007)
Ammar Belatreche, Liam P. Maguire, T. Martin McGinnity
Advances in Design and Application of Spiking Neural Networks. Soft Comput. 11 (3) (2007)
Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, Brendan P. Glackin, Ammar Belatreche
Learning under weight constraints in networks of temporal encoding spiking neurons. Neurocomputing 69 (16-18) (2006)
Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, Ammar Belatreche, Brendan P. Glackin
Adaptive Co-ordinate Transformation Based on a Spike Timing-Dependent Plasticity Learning Paradigm. ICNC (1) (2005)
Brendan P. Glackin, T. Martin McGinnity, Liam P. Maguire, Qingxiang Wu, Ammar Belatreche
A Novel Approach for the Implementation of Large Scale Spiking Neural Networks on FPGA Hardware. IWANN (2005)
Omar Nibouche, Mokhtar Nibouche, Ahmed Bouridane, Ammar Belatreche
Fast architectures for FPGA-based implementation of RSA encryption algorithm. FPT (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ammar Belatreche