Fast architectures for FPGA-based implementation of RSA encryption algorithm. - Omar Nibouche; Mokhtar Nibouche; Ahmed Bouridane; Ammar Belatreche (FPT, 2004)

Adaptive Co-ordinate Transformation Based on a Spike Timing-Dependent Plasticity Learning Paradigm. - Qingxiang Wu; T. Martin McGinnity; Liam P. Maguire; Ammar Belatreche; Brendan P. Glackin (ICNC (1), 2005)

A Novel Approach for the Implementation of Large Scale Spiking Neural Networks on FPGA Hardware. - Brendan P. Glackin; T. Martin McGinnity; Liam P. Maguire; Qingxiang Wu; Ammar Belatreche (IWANN, 2005)

Learning under weight constraints in networks of temporal encoding spiking neurons. - Qingxiang Wu; T. Martin McGinnity; Liam P. Maguire; Brendan P. Glackin; Ammar Belatreche (Neurocomputing, 2006)

Learning and computing with biologically plausible neural networks. - Ammar Belatreche (2006)

Edge Detection Based on Spiking Neural Network Model. - Qingxiang Wu; T. Martin McGinnity; Liam P. Maguire; Ammar Belatreche; Brendan P. Glackin (ICIC (2), 2007)

Challenges for large-scale implementations of spiking neural networks on FPGAs. - Liam P. Maguire; T. Martin McGinnity; Brendan P. Glackin; Arfan Ghani; Ammar Belatreche; Jim Harkin (Neurocomputing, 2007)

Advances in Design and Application of Spiking Neural Networks. - Ammar Belatreche; Liam P. Maguire; T. Martin McGinnity (Soft Comput., 2007)

Learning Mechanisms in Networks of Spiking Neurons. - Qingxiang Wu; T. Martin McGinnity; Liam P. Maguire; Brendan P. Glackin; Ammar Belatreche (Trends in Neural Computation, 2007)

Processing visual stimuli using hierarchical spiking neural networks. - Qingxiang Wu; T. Martin McGinnity; Liam P. Maguire; Ammar Belatreche; Brendan P. Glackin (Neurocomputing, 2008)

2D co-ordinate transformation based on a spike timing-dependent plasticity learning mechanism. - Qingxiang Wu; T. Martin McGinnity; Liam P. Maguire; Ammar Belatreche; Brendan P. Glackin (Neural Networks, 2008)

Neuro inspired reconfigurable architecture for hardware/software co-design. - Arfan Ghani; Liam McDaid; Ammar Belatreche; Waqar Ahmed (SoCC, 2009)

Application of biologically inspired neural oscillators to colour image segmentation. - Ammar Belatreche; Liam P. Maguire; T. Martin McGinnity; Arfan Ghani; Liam McDaid (IJCNN, 2010)

Computing with Biologically Inspired Neural Oscillators: Application to Colour Image Segmentation. - Ammar Belatreche; Liam P. Maguire; T. Martin McGinnity; Liam McDaid; Arfan Ghani (Adv. Artif. Intell., 2010)

A New Learning Algorithm for Adaptive Spiking Neural Networks. - Jinling Wang 003; Ammar Belatreche; Liam P. Maguire; Thomas Martin McGinnity (ICONIP (1), 2011)

Evaluating the training dynamics of a CMOS based synapse. - Arfan Ghani; Liam McDaid; Ammar Belatreche; Peter M. Kelly; Steve Hall; Thomas Dowrick; Shou Huang; John Marsland; Andy W. Smith (IJCNN, 2011)

Dynamic cluster formation using populations of spiking neurons. - Ammar Belatreche; Rakesh Paul (IJCNN, 2012)

Constructing minimum volume surfaces using level set methods for novelty detection. - Xuemei Ding; Yuhua Li 001; Ammar Belatreche; Liam P. Maguire (IJCNN, 2012)

Evaluating the generalisation capability of a CMOS based synapse. - Arfan Ghani; Liam McDaid; Ammar Belatreche; Steve Hall; Shou Huang; John Marsland; Thomas Dowrick; Andy W. Smith (Neurocomputing, 2012)

A Hidden Markov Model with Abnormal States for Detecting Stock Price Manipulation. - Yi Cao 001; Yuhua Li 001; Sonya A. Coleman; Ammar Belatreche; T. Martin McGinnity (SMC, 2013)

Novelty Detection Using Level Set Methods with Adaptive Boundaries. - Xuemei Ding; Yuhua Li 001; Ammar Belatreche; Liam P. Maguire (SMC, 2013)

Hardware-based agent modelling: event-driven reactive architecture (EDRA). - Eduardo A. Gerlein; T. Martin McGinnity; Ammar Belatreche; Sonya A. Coleman; Yuhua Li 001 (AAMAS, 2014)

Detecting price manipulation in the financial market. - Yi Cao 001; Yuhua Li 001; Sonya A. Coleman; Ammar Belatreche; Thomas Martin McGinnity (CIFEr, 2014)

Detecting wash trade in the financial market. - Yi Cao 001; Yuhua Li 001; Sonya A. Coleman; Ammar Belatreche; Thomas Martin McGinnity (CIFEr, 2014)

Multi-agent pre-trade analysis acceleration in FPGA. - Eduardo A. Gerlein; T. Martin McGinnity; Ammar Belatreche; Sonya A. Coleman; Yuhua Li 001 (CIFEr, 2014)

A comparison of forecasting approaches for capital markets. - Scott McDonald; Sonya A. Coleman; T. Martin McGinnity; Yuhua Li 001; Ammar Belatreche (CIFEr, 2014)

Forecasting stock price directional movements using technical indicators: Investigating window size effects on one-step-ahead forecasting. - Yauheniya Shynkevich; T. Martin McGinnity; Sonya A. Coleman; Yuhua Li 001; Ammar Belatreche (CIFEr, 2014)

Pre-processing online financial text for sentiment classification: A natural language processing approach. - Fan Sun; Ammar Belatreche; Sonya A. Coleman; T. Martin McGinnity; Yuhua Li 001 (CIFEr, 2014)

A new biologically plausible supervised learning method for spiking neurons. - Aboozar Taherkhani; Ammar Belatreche; Yuhua Li 001; Liam P. Maguire (ESANN, 2014)

A locally adaptive boundary evolution algorithm for novelty detection using level set methods. - Xuemei Ding; Yuhua Li 001; Ammar Belatreche; Liam P. Maguire (IJCNN, 2014)

An experimental evaluation of novelty detection methods. - Xuemei Ding; Yuhua Li 001; Ammar Belatreche; Liam P. Maguire (Neurocomputing, 2014)

An online supervised learning method for spiking neural networks with adaptive structure. - Jinling Wang 003; Ammar Belatreche; Liam P. Maguire; Thomas Martin McGinnity (Neurocomputing, 2014)

Compensating for synaptic loss in Alzheimer's disease. - Kamal Abuhassan; Damien Coyle; Ammar Belatreche; Liam P. Maguire (J. Comput. Neurosci., 2014)

Bio-Inspired Hybrid Framework for Multi-view Face Detection. - Niall McCarroll 001; Ammar Belatreche; Jim Harkin; Yuhua Li 001 (ICONIP (4), 2015)

EDL: An Extended Delay Learning Based Remote Supervised Method for Spiking Neurons. - Aboozar Taherkhani; Ammar Belatreche; Yuhua Li 001; Liam P. Maguire (ICONIP (2), 2015)

SpikeComp: An Evolving Spiking Neural Network with Adaptive Compact Structure for Pattern Classification. - Jinling Wang 003; Ammar Belatreche; Liam P. Maguire; T. Martin McGinnity (ICONIP (2), 2015)

Bio-inspired hierarchical framework for multi-view face detection and pose estimation. - Niall McCarroll 001; Ammar Belatreche; Jim Harkin; Yuhua Li 001 (IJCNN, 2015)

Stock price prediction based on stock-specific and sub-industry-specific news articles. - Yauheniya Shynkevich; T. Martin McGinnity; Sonya A. Coleman; Ammar Belatreche (IJCNN, 2015)

Multi-DL-ReSuMe: Multiple neurons Delay Learning Remote Supervised Method. - Aboozar Taherkhani; Ammar Belatreche; Yuhua Li 001; Liam P. Maguire (IJCNN, 2015)

Dynamically Evolving Spiking Neural network for pattern recognition. - Jinling Wang 003; Ammar Belatreche; Liam P. Maguire; T. Martin McGinnity (IJCNN, 2015)

Predicting Stock Price Movements Based on Different Categories of News Articles. - Yauheniya Shynkevich; T. Martin McGinnity; Sonya A. Coleman; Ammar Belatreche (SSCI, 2015)

Sentiment Classification in the Financial Domain Using? SVM and Multi-Objective Optimisation. - Fan Sun; Ammar Belatreche; Sonya A. Coleman; Thomas Martin McGinnity; Yuhua Li 001 (SSCI, 2015)

Adaptive Hidden Markov Model With Anomaly States for Price Manipulation Detection. - Yi Cao 001; Yuhua Li 001; Sonya A. Coleman; Ammar Belatreche; Thomas Martin McGinnity (IEEE Trans. Neural Networks Learn. Syst., 2015)

Novelty Detection Using Level Set Methods. - Xuemei Ding; Yuhua Li 001; Ammar Belatreche; Liam P. Maguire (IEEE Trans. Neural Networks Learn. Syst., 2015)

DL-ReSuMe: A Delay Learning-Based Remote Supervised Method for Spiking Neurons. - Aboozar Taherkhani; Ammar Belatreche; Yuhua Li 001; Liam P. Maguire (IEEE Trans. Neural Networks Learn. Syst., 2015)

An experimental evaluation of echo state network for colour image segmentation. - Abdelkerim Souahlia; Ammar Belatreche; Abdelkader Benyettou; Kevin Curran (IJCNN, 2016)

Forecasting movements of health-care stock prices based on different categories of news articles using multiple kernel learning. - Yauheniya Shynkevich; T. Martin McGinnity; Sonya A. Coleman; Ammar Belatreche (Decis. Support Syst., 2016)

Evaluating machine learning classification for financial trading: An empirical approach. - Eduardo A. Gerlein; Thomas Martin McGinnity; Ammar Belatreche; Sonya A. Coleman (Expert Syst. Appl., 2016)

Detecting Wash Trade in Financial Market Using Digraphs and Dynamic Programming. - Yi Cao 001; Yuhua Li 001; Sonya A. Coleman; Ammar Belatreche; Thomas Martin McGinnity (IEEE Trans. Neural Networks Learn. Syst., 2016)

Blood vessel segmentation in retinal images using echo state networks. - Abdelkerim Souahlia; Ammar Belatreche; Abdelkader Benyettou; Kevin Curran (ICACI, 2017)

Forecasting price movements using technical indicators: Investigating the impact of varying input window length. - Yauheniya Shynkevich; T. Martin McGinnity; Sonya A. Coleman; Ammar Belatreche; Yuhua Li 001 (Neurocomputing, 2017)

SpikeTemp: An Enhanced Rank-Order-Based Learning Approach for Spiking Neural Networks With Adaptive Structure. - Jinling Wang 003; Ammar Belatreche; Liam P. Maguire; Thomas Martin McGinnity (IEEE Trans. Neural Networks Learn. Syst., 2017)

Network on Chip Architecture for Multi-Agent Systems in FPGA. - Eduardo A. Gerlein; Thomas Martin McGinnity; Ammar Belatreche; Sonya A. Coleman (ACM Trans. Reconfigurable Technol. Syst., 2017)

Stock Price Manipulation Detection Using Empirical Mode Decomposition Based Kernel Density Estimation Clustering Method. - Baqar Abbas; Ammar Belatreche; Ahmed Bouridane (IntelliSys (2), 2018)

A Multi-objective Pareto-Optimal Wrapper Based Framework for Cancer-Related Gene Selection. - Omer Faruk Ogutcen; Ammar Belatreche; Huseyin Seker (IntelliSys (2), 2018)

Feedforward Computational Model for Pattern Recognition with Spiking neurons. - Malu Zhang; Hong Qu; Jianping Li; Ammar Belatreche; Xiurui Xie; Zhi Zeng (Int. J. Robotics Autom., 2018)

EMPD: An Efficient Membrane Potential Driven Supervised Learning Algorithm for Spiking Neurons. - Malu Zhang; Hong Qu; Ammar Belatreche; Xiurui Xie (IEEE Trans. Cogn. Dev. Syst., 2018)

A Supervised Learning Algorithm for Learning Precise Timing of Multiple Spikes in Multilayer Spiking Neural Networks. - Aboozar Taherkhani; Ammar Belatreche; Yuhua Li 001; Liam P. Maguire (IEEE Trans. Neural Networks Learn. Syst., 2018)

A Dendritic Cell Immune System Inspired Approach for Stock Market Manipulation Detection. - Baqar Rizvi; Ammar Belatreche; Ahmed Bouridane (CEC, 2019)

Immune Inspired Dendritic Cell Algorithm for Stock Price Manipulation Detection. - Baqar Rizvi; Ammar Belatreche; Ahmed Bouridane (IntelliSys (1), 2019)

A Highly Effective and Robust Membrane Potential-Driven Supervised Learning Method for Spiking Neurons. - Malu Zhang; Hong Qu; Ammar Belatreche; Yi Chen; Zhang Yi 001 (IEEE Trans. Neural Networks Learn. Syst., 2019)

Stock Price Manipulation Detection based on Autoencoder Learning of Stock Trades Affinity. - Baqar Rizvi; Ammar Belatreche; Ahmed Bouridane; Kamlesh Mistry (IJCNN, 2020)

Detection of Stock Price Manipulation Using Kernel Based Principal Component Analysis and Multivariate Density Estimation. - Baqar Rizvi; Ammar Belatreche; Ahmed Bouridane; Ian Watson (IEEE Access, 2020)

Echo state network-based feature extraction for efficient color image segmentation. - Abdelkerim Souahlia; Ammar Belatreche; Abdelkader Benyettou; Zoubir Ahmed-Foitih; Elhadj Benkhelifa; Kevin Curran (Concurr. Comput. Pract. Exp., 2020)

Spike-Timing-Dependent Back Propagation in Deep Spiking Neural Networks. - Malu Zhang; Jiadong Wang; Zhixuan Zhang; Ammar Belatreche; Jibin Wu; Yansong Chua; Hong Qu; Haizhou Li 001 (CoRR, 2020)

Towards Building A Facial Identification System Using Quantum Machine Learning Techniques. - Philip Easom-McCaldin; Ahmed Bouridane; Ammar Belatreche; Richard Jiang 001 (CoRR, 2020)

Supervised learning in spiking neural networks with synaptic delay-weight plasticity. - Malu Zhang; Jibin Wu; Ammar Belatreche; Zihan Pan; Xiurui Xie; Yansong Chua; Guoqi Li; Hong Qu; Haizhou Li 001 (Neurocomputing, 2020)

An Efficient Threshold-Driven Aggregate-Label Learning Algorithm for Multimodal Information Processing. - Malu Zhang; Xiaoling Luo 001; Yi Chen; Jibin Wu; Ammar Belatreche; Zihan Pan; Hong Qu; Haizhou Li 001 (IEEE J. Sel. Top. Signal Process., 2020)

A review of learning in biologically plausible spiking neural networks. - Aboozar Taherkhani; Ammar Belatreche; Yuhua Li 001; Georgina Cosma; Liam P. Maguire; T. Martin McGinnity (Neural Networks, 2020)

On Depth, Robustness and Performance Using the Data Re-Uploading Single-Qubit Classifier. - Philip Easom-McCaldin; Ahmed Bouridane; Ammar Belatreche; Richard Jiang 001 (IEEE Access, 2021)

A Novel Image Enhancement Method for Palm Vein Images. - Kaveen Perera; Fouad Khelifi; Ammar Belatreche (CoDIT, 2022)

A comprehensive review of video steganalysis. - Mourad Bouzegza; Ammar Belatreche; Ahmed Bouridane; Mohamed Tounsi 002 (IET Image Process., 2022)

Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks. - 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 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Temporal-Coded Spiking Neural Networks with Dynamic Firing Threshold: Learning with Event-Driven Backpropagation. - Wenjie Wei; Malu Zhang; Hong Qu; Ammar Belatreche; Jian Zhang 020; Hong Chen 002 (ICCV, 2023)

A Framework for Analyzing Motion Vector Entropy in H.265 Encoded Videos. - Mourad Bouzegza; Ammar Belatreche (AISI (2), 2024)

Stock Price Manipulation Detection using Spiking Neural Networks. - Ammar Belatreche; Obiye Ada-Ibrama; Baqar Rizvi (IJCNN, 2024)

Stock Price Manipulation Detection using Variational Autoencoder and Recurrence Plots. - Khaled Safa; Ammar Belatreche; Salima Ouadfel (IJCNN, 2024)

Q-SNNs: Quantized Spiking Neural Networks. - Wenjie Wei; Yu Liang; Ammar Belatreche; Yichen Xiao; Honglin Cao; Zhenbang Ren; Guoqing Wang 003; Malu Zhang; Yang Yang 060 (ACM Multimedia, 2024)

Spike-based Neuromorphic Model for Sound Source Localization. - Dehao Zhang; Shuai Wang; Ammar Belatreche; Wenjie Wei; Yichen Xiao; Haorui Zheng; Zijian Zhou 005; Malu Zhang; Yang Yang 060 (NeurIPS, 2024)

Event-Driven Learning for Spiking Neural Networks. - Wenjie Wei; Malu Zhang; Jilin Zhang; Ammar Belatreche; Jibin Wu; Zijing Xu; Xuerui Qiu; Hong Chen 002; Yang Yang 002; Haizhou Li 001 (CoRR, 2024)

Q-SNNs: Quantized Spiking Neural Networks. - Wenjie Wei; Yu Liang; Ammar Belatreche; Yichen Xiao; Honglin Cao; Zhenbang Ren; Guoqing Wang 001; Malu Zhang; Yang Yang 002 (CoRR, 2024)

Ternary Spike-based Neuromorphic Signal Processing System. - Shuai Wang; Dehao Zhang; Ammar Belatreche; Yichen Xiao; Hongyu Qing; Wenjie Wei; Malu Zhang; Yang Yang 002 (CoRR, 2024)

WALDATA: Wavelet transform based adversarial learning for the detection of anomalous trading activities. - Khaled Safa; Ammar Belatreche; Salima Ouadfel; Richard Jiang 001 (Expert Syst. Appl., 2024)

OHON4D: optimised histogram of 4D normals for human behaviour recognition in depth sequences. - Mourad Bouzegza; Ammar Belatreche; Ahmed Bouridane; Mohamed Elarbi-Boudihir (Int. J. Intell. Eng. Informatics, 2024)

Efficient Quantum Image Classification Using Single Qubit Encoding. - Philip Easom-McCaldin; Ahmed Bouridane; Ammar Belatreche; Richard Jiang 001; Somaya Al-Máadeed (IEEE Trans. Neural Networks Learn. Syst., 2024)

Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism. - Yu Liang; Wenjie Wei; Ammar Belatreche; Honglin Cao; Zijian Zhou 005; Shuai Wang; Malu Zhang; Yang Yang 002 (AAAI, 2025)

Spiking Vision Transformer with Saccadic Attention. - Shuai Wang; Malu Zhang; Dehao Zhang; Ammar Belatreche; Yichen Xiao; Yu Liang; Yimeng Shan; Qian Sun; Enqi Zhang; Yang Yang (ICLR, 2025)

QP-SNN: Quantized and Pruned Spiking Neural Networks. - Wenjie Wei; Malu Zhang; Zijian Zhou 005; Ammar Belatreche; Yimeng Shan; Yu Liang; Honglin Cao; Jieyuan Zhang; Yang Yang (ICLR, 2025)

Ternary spike-based neuromorphic signal processing system. - Shuai Wang; Dehao Zhang; Ammar Belatreche; Yichen Xiao; Hongyu Qing; Wenjie Wei; Malu Zhang; Yang Yang (Neural Networks, 2025)

Binary Event-Driven Spiking Transformer. - Honglin Cao; Zijian Zhou 005; Wenjie Wei; Ammar Belatreche; Yu Liang; Dehao Zhang; Malu Zhang; Yang Yang 002; Haizhou Li 001 (CoRR, 2025)

QP-SNN: Quantized and Pruned Spiking Neural Networks. - Wenjie Wei; Malu Zhang; Zijian Zhou 005; Ammar Belatreche; Yimeng Shan; Yu Liang; Honglin Cao; Jieyuan Zhang; Yang Yang 002 (CoRR, 2025)

Spiking Vision Transformer with Saccadic Attention. - Shuai Wang; Malu Zhang; Dehao Zhang; Ammar Belatreche; Yichen Xiao; Yu Liang; Yimeng Shan; Qian Sun; Enqi Zhang; Yang Yang 002 (CoRR, 2025)

Robust Palm-Vein Recognition Using the MMD Filter: Improving SIFT-Based Feature Matching. - Kaveen Perera; Fouad Khelifi; Ammar Belatreche (CoRR, 2025)

Toward Building Human-Like Sequential Memory Using Brain-Inspired Spiking Neural Models. - Malu Zhang; Xiaoling Luo 001; Jibin Wu; Ammar Belatreche; Siqi Cai 002; Yang Yang 002; Haizhou Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)