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2020 – today
- 2020
[j70]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: 253-272 (2020)
2010 – 2019
- 2019
- [j69]Magda Bucholc, Xuemei Ding, Haiying Wang, David H. Glass, Hui Wang, Girijesh Prasad, Liam P. Maguire, Anthony J. Bjourson, Paula L. McClean, Stephen Todd, David P. Finn, KongFatt Wong-Lin:
A practical computerized decision support system for predicting the severity of Alzheimer's disease of an individual. Expert Syst. Appl. 130: 157-171 (2019) - 2018
- [j68]Shuo Liu, Jinshu Zeng, Huizhou Gong, Hongqin Yang, Jia Zhai, Yi Cao, Junxiu Liu, Yuling Luo, Yuhua Li, Liam P. Maguire, Xuemei Ding:
Quantitative analysis of breast cancer diagnosis using a probabilistic modelling approach. Comput. Biol. Medicine 92: 168-175 (2018) - [j67]Thomas H. Alderson, Arun L. W. Bokde, J. A. Scott Kelso, Liam P. Maguire, Damien Coyle:
Metastable neural dynamics in Alzheimer's disease are disrupted by lesions to the structural connectome. NeuroImage 183: 438-455 (2018) - [j66]Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John J. Wade:
SPANNER: A Self-Repairing Spiking Neural Network Hardware Architecture. IEEE Trans. Neural Networks Learn. Syst. 29(4): 1287-1300 (2018) - [j65]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): 5394-5407 (2018) - [c70]Ehsan Badakhshan, Paul K. Humphreys, Liam P. Maguire, Ronan Mclvor:
Simulation-based system dynamics optimization modelling of supply chain working capital management under lead time uncertainty. IEEE Conf. on Intelligent Systems 2018: 934-938 - 2017
- [j64]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): 30-43 (2017) - 2016
- [j63]Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire:
Fault-Tolerant Networks-on-Chip Routing With Coarse and Fine-Grained Look-Ahead. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(2): 260-273 (2016) - [j62]Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John J. Wade, George Martin:
Scalable Networks-on-Chip Interconnected Architecture for Astrocyte-Neuron Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 63-I(12): 2290-2303 (2016) - [c69]Junxiu Liu, Jim Harkin, Liam P. Maguire, Liam McDaid, John J. Wade, Malachy McElholm:
Self-repairing hardware with astrocyte-neuron networks. ISCAS 2016: 1350-1353 - 2015
- [j61]Mauro Dragone, Giuseppe Amato, Davide Bacciu, Stefano Chessa, Sonya A. Coleman, Maurizio Di Rocco, Claudio Gallicchio, Claudio Gennaro, Héctor Lozano Peiteado, Liam P. Maguire, T. Martin McGinnity, Alessio Micheli, Gregory M. P. O'Hare, Arantxa Rentería, Alessandro Saffiotti, Claudio Vairo, Philip J. Vance:
A cognitive robotic ecology approach to self-configuring and evolving AAL systems. Eng. Appl. Artif. Intell. 45: 269-280 (2015) - [j60]Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire:
Low cost fault-tolerant routing algorithm for Networks-on-Chip. Microprocess. Microsystems 39(6): 358-372 (2015) - [j59]Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire:
Novelty Detection Using Level Set Methods. IEEE Trans. Neural Networks Learn. Syst. 26(3): 576-588 (2015) - [j58]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): 3137-3149 (2015) - [c68]Junxiu Liu, Jim Harkin, Liam P. Maguire, Yuhua Li, Lei Wan, Yuling Luo:
Fine-Grained Fault-Tolerant Adaptive Routing for Networks-on-Chip. ICA3PP (4) 2015: 492-505 - [c67]Aboozar Taherkhani, Ammar Belatreche, Yuhua Li, Liam P. Maguire:
EDL: An Extended Delay Learning Based Remote Supervised Method for Spiking Neurons. ICONIP (2) 2015: 190-197 - [c66]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: 259-267 - [c65]Aboozar Taherkhani, Ammar Belatreche, Yuhua Li, Liam P. Maguire:
Multi-DL-ReSuMe: Multiple neurons Delay Learning Remote Supervised Method. IJCNN 2015: 1-7 - [c64]Jinling Wang, Ammar Belatreche, Liam P. Maguire, T. Martin McGinnity:
Dynamically Evolving Spiking Neural network for pattern recognition. IJCNN 2015: 1-8 - 2014
- [j57]Kamal Abuhassan, Damien Coyle, Liam P. Maguire:
Compensating for thalamocortical synaptic loss in Alzheimer's disease. Frontiers Comput. Neurosci. 8: 65 (2014) - [j56]Nazmul H. Siddique, Bernard Widrow, Liam P. Maguire:
Introduction. Int. J. Neural Syst. 24(5) (2014) - [j55]Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire:
An experimental evaluation of novelty detection methods. Neurocomputing 135: 313-327 (2014) - [j54]Jinling Wang, Ammar Belatreche, Liam P. Maguire, Thomas Martin McGinnity:
An online supervised learning method for spiking neural networks with adaptive structure. Neurocomputing 144: 526-536 (2014) - [j53]Kamal Abuhassan, Damien Coyle, Ammar Belatreche, Liam P. Maguire:
Compensating for synaptic loss in Alzheimer's disease. J. Comput. Neurosci. 36(1): 19-37 (2014) - [j52]Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire:
Online traffic-aware fault detection for networks-on-chip. J. Parallel Distributed Comput. 74(1): 1984-1993 (2014) - [c63]Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire:
Online fault detection for Networks-on-Chip interconnect. AHS 2014: 31-38 - [c62]Aboozar Taherkhani, Ammar Belatreche, Yuhua Li, Liam P. Maguire:
A new biologically plausible supervised learning method for spiking neurons. ESANN 2014 - [c61]Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire:
A locally adaptive boundary evolution algorithm for novelty detection using level set methods. IJCNN 2014: 1870-1876 - [c60]Junxiu Liu, Jim Harkin, Yuhua Li, Liam P. Maguire, Alejandro Linares-Barranco:
Low Overhead Monitor Mechanism for Fault-Tolerant Analysis of NoC. MCSoC 2014: 189-196 - [c59]Philip J. Vance, Gautham P. Das, Thomas Martin McGinnity, Sonya A. Coleman, Liam P. Maguire:
Novelty detection in user behavioural models within ambient assisted living applications: An experimental evaluation. ROBIO 2014: 1868-1873 - [p3]Basabdatta Sen Bhattacharya, Neslihan Serap Sengör, Yuksel Cakir, Liam P. Maguire, Damien Coyle:
Spectral and Non-linear Analysis of Thalamocortical Neural Mass Model Oscillatory Dynamics. Advanced Computational Approaches to Biomedical Engineering 2014: 87-112 - 2013
- [j51]Basabdatta Sen Bhattacharya, Yuksel Cakir, Neslihan Serap Sengör, Liam P. Maguire, Damien Coyle:
Model-based bifurcation and power spectral analyses of thalamocortical alpha rhythm slowing in Alzheimer's Disease. Neurocomputing 115: 11-22 (2013) - [j50]Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, Rongtai Cai, Meigui Chen:
A visual attention model based on hierarchical spiking neural networks. Neurocomputing 116: 3-12 (2013) - [j49]Xingfeng Li, Damien Coyle, Liam P. Maguire, Thomas Martin McGinnity:
A Least Trimmed Square Regression Method for Second Level fMRI Effective Connectivity Analysis. Neuroinformatics 11(1): 105-118 (2013) - [c58]Jun Liu, Liam P. Maguire, Hui Wang, Juan Carlos Augusto:
Memories in University of Ulster. A Tribute to Prof. Dr. Da Ruan 2013: 165-171 - [c57]Garima Goel, Liam P. Maguire, Yuhua Li, Seán F. McLoone:
Evaluation of Sampling Methods for Learning from Imbalanced Data. ICIC (1) 2013: 392-401 - [c56]Anjan Kumar Ray, Gang Leng, T. Martin McGinnity, Sonya A. Coleman, Liam P. Maguire:
Dynamically Reconfigurable Online Self-organising Fuzzy Neural Network with Variable Number of Inputs for Smart Home Application. IJCCI 2013: 507-514 - [c55]Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire:
Novelty Detection Using Level Set Methods with Adaptive Boundaries. SMC 2013: 3020-3025 - 2012
- [j48]Xin Zou, Damien Coyle, KongFatt Wong-Lin, Liam P. Maguire:
Beta-amyloid induced changes in A-type K+ current can alter hippocampo-septal network dynamics. J. Comput. Neurosci. 32(3): 465-477 (2012) - [j47]Basabdatta Sen Bhattacharya, Damien Coyle, Liam P. Maguire:
Assessing Alpha Band Event-related Synchronisation/Desynchronisation Using a Bio-Inspired Computational Model. J. Univers. Comput. Sci. 18(13): 1888-1904 (2012) - [j46]Cornelius Glackin, Liam P. Maguire, Liam McDaid, John J. Wade:
Synchrony: A spiking-based mechanism for processing sensory stimuli. Neural Networks 32: 26-34 (2012) - [j45]Kamal Abuhassan, Damien Coyle, Liam P. Maguire:
Investigating the Neural Correlates of Pathological Cortical Networks in Alzheimer's Disease Using Heterogeneous Neuronal Models. IEEE Trans. Biomed. Eng. 59(3): 890-896 (2012) - [j44]Julie A. Wall, Liam McDaid, Liam P. Maguire, Thomas Martin McGinnity:
Spiking Neural Network Model of Sound Localization Using the Interaural Intensity Difference. IEEE Trans. Neural Networks Learn. Syst. 23(4): 574-586 (2012) - [c54]Basabdatta Sen Bhattacharya, Damien Coyle, Liam P. Maguire, Jill Stewart:
Kinetic Modelling of Synaptic Functions in the Alpha Rhythm Neural Mass Model. ICANN (1) 2012: 645-652 - [c53]Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire:
Constructing minimum volume surfaces using level set methods for novelty detection. IJCNN 2012: 1-6 - [c52]Giuseppe Amato, Mathias Broxvall, Stefano Chessa, Mauro Dragone, Claudio Gennaro, Rafa López, Liam P. Maguire, T. Martin McGinnity, Alessio Micheli, Arantxa Rentería, Gregory M. P. O'Hare, Federico Pecora:
Robotic UBIquitous COgnitive Network. ISAmI 2012: 191-195 - [c51]Anjan Kumar Ray, Gang Leng, T. Martin McGinnity, Sonya A. Coleman, Liam P. Maguire:
Development of Cognitive Capabilities for Smart Home Using a Self-Organizing Fuzzy Neural Network. SyRoCo 2012: 447-454 - 2011
- [j43]Cornelius Glackin, Liam P. Maguire, Liam McDaid, Heather M. Sayers:
Receptive field optimisation and supervision of a fuzzy spiking neural network. Neural Networks 24(3): 247-256 (2011) - [j42]Basabdatta Sen Bhattacharya, Damien Coyle, Liam P. Maguire:
A thalamo-cortico-thalamic neural mass model to study alpha rhythms in Alzheimer's disease. Neural Networks 24(6): 631-645 (2011) - [j41]Yuhua Li, Liam P. Maguire:
Selecting Critical Patterns Based on Local Geometrical and Statistical Information. IEEE Trans. Pattern Anal. Mach. Intell. 33(6): 1189-1201 (2011) - [j40]Xingfeng Li, Damien Coyle, Liam P. Maguire, Thomas Martin McGinnity, Habib Benali:
A Model Selection Method for Nonlinear System Identification Based fMRI Effective Connectivity Analysis. IEEE Trans. Medical Imaging 30(7): 1365-1380 (2011) - [c50]Basabdatta Sen Bhattacharya, Damien Coyle, Liam P. Maguire:
Assessing retino-geniculo-cortical connectivities in Alzheimer's Disease with a neural mass model. CCMB 2011: 159-163 - [c49]Kamal Abuhassan, Damien Coyle, Liam P. Maguire:
Employing neuronal networks to investigate the pathophysiological basis of abnormal cortical oscillations in Alzheimer's disease. EMBC 2011: 2065-2068 - [c48]Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, Rongtai Cai, Meigui Chen:
Simulation of Visual Attention Using Hierarchical Spiking Neural Networks. ICIC (3) 2011: 26-31 - [c47]J. Wang, Ammar Belatreche, Liam P. Maguire, Thomas Martin McGinnity:
A New Learning Algorithm for Adaptive Spiking Neural Networks. ICONIP (1) 2011: 461-468 - [c46]Cornelius Glackin, Liam P. Maguire, Liam McDaid, John J. Wade:
Lateral inhibitory networks: Synchrony, edge enhancement, and noise reduction. IJCNN 2011: 1003-1009 - [c45]Julie A. Wall, T. Martin McGinnity, Liam P. Maguire:
A comparison of sound localisation techniques using cross-correlation and spiking neural networks for mobile robotics. IJCNN 2011: 1981-1987 - 2010
- [j39]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: 405073:1-405073:21 (2010) - [j38]Brendan P. Glackin, Julie A. Wall, Thomas Martin McGinnity, Liam P. Maguire, Liam McDaid:
A Spiking Neural Network Model of the Medial Superior Olive Using Spike Timing Dependent Plasticity for Sound Localization. Frontiers Comput. Neurosci. 4: 18 (2010) - [j37]Liam P. Maguire:
Does Soft Computing Classify Research in Spiking Neural Networks? Int. J. Comput. Intell. Syst. 3(2): 176-189 (2010) - [j36]Simon Johnston, Girijesh Prasad, Liam P. Maguire, T. Martin McGinnity:
An FPGA Hardware/Software Co-Design towards Evolvable Spiking Neural Networks for Robotics Application. Int. J. Neural Syst. 20(6): 447-461 (2010) - [j35]Thomas J. Strain, L. J. McDaid, T. Martin McGinnity, Liam P. Maguire, Heather M. Sayers:
An STDP Training Algorithm for a Spiking Neural Network with Dynamic Threshold Neurons. Int. J. Neural Syst. 20(6): 463-480 (2010) - [j34]Xingfeng Li, Damien Coyle, Liam P. Maguire, Thomas Martin McGinnity, David R. Watson, Habib Benali:
A least angle regression method for fMRI activation detection in phase-encoded experimental designs. NeuroImage 52(4): 1390-1400 (2010) - [c44]Basabdatta Sen Bhattacharya, Damien Coyle, Liam P. Maguire:
Intra- and inter-connectivity influences on event related changes in thalamocortical alpha rhythms. BIC-TA 2010: 1685-1692 - [c43]Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, German D. Valderrama-Gonzalez, Patrick Dempster:
Colour Image Segmentation Based on a Spiking Neural Network Model Inspired by the Visual System. ICIC (1) 2010: 49-57 - [c42]Ammar Belatreche, Liam P. Maguire, T. Martin McGinnity, Arfan Ghani, Liam McDaid:
Application of biologically inspired neural oscillators to colour image segmentation. IJCNN 2010: 1-8 - [c41]Basabdatta Sen Bhattacharya, Damien Coyle, Liam P. Maguire:
Thalamocortical circuitry and alpha rhythm slowing: An empirical study based on a classic computational model. IJCNN 2010: 1-7 - [c40]Cornelius Glackin, Liam P. Maguire, Liam McDaid:
Feature extraction from spectro-temporal signals using dynamic synapses, recurrency, and lateral inhibition. IJCNN 2010: 1-6 - [c39]Michael McCann, Yuhua Li, Liam P. Maguire, Adrian Johnston:
Causality Challenge: Benchmarking relevant signal components for effective monitoring and process control. NIPS Causality: Objectives and Assessment 2010: 277-288
2000 – 2009
- 2009
- [j33]Xicai Yue, Emmanuel M. Drakakis, Jim Harkin, Michael J. Callaghan, T. Martin McGinnity, Liam P. Maguire:
Modular hardware design for distant-internet embedded systems engineering laboratory. Comput. Appl. Eng. Educ. 17(4): 389-397 (2009) - [j32]Tina O'Donnell, Paul K. Humphreys, Ronan T. McIvor, Liam P. Maguire:
Reducing the negative effects of sales promotions in supply chains using genetic algorithms. Expert Syst. Appl. 36(4): 7827-7837 (2009) - [c38]Brendan P. Glackin, Jim Harkin, T. Martin McGinnity, Liam P. Maguire:
A Hardware Accelerated Simulation Environment for Spiking Neural Networks. ARC 2009: 336-341 - [c37]Brendan P. Glackin, Jim Harkin, T. Martin McGinnity, Liam P. Maguire, Qingxiang Wu:
Emulating Spiking Neural Networks for edge detection on FPGA hardware. FPL 2009: 670-673 - [c36]German D. Valderrama-Gonzalez, T. Martin McGinnity, Liam P. Maguire, Qingxiang Wu:
Review of Neuron Types in the Retina: Information Models for Neuroengineering. ICANN (1) 2009: 335-344 - [c35]Michael F. Mc Bride, T. Martin McGinnity, Liam P. Maguire:
Robospike Sensory Processing for a Mobile Robot Using Spiking Neural Networks. ICANN (2) 2009: 794-803 - [c34]Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, Arfan Ghani, Joan Condell:
Spiking Neural Network Performs Discrete Cosine Transform for Visual Images. ICIC (2) 2009: 21-29 - [c33]Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, German D. Valderrama-Gonzalez, Jianyong Cai:
Detection of Straight Lines Using a Spiking Neural Network Model. ICNC (2) 2009: 385-389 - 2008
- [j31]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): 2055-2068 (2008) - [j30]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): 1318-1327 (2008) - [j29]Michael J. Callaghan, Jim Harkin, Thomas Martin McGinnity, Liam P. Maguire:
Intelligent User Support in Autonomous Remote Experimentation Environments. IEEE Trans. Ind. Electron. 55(6): 2355-2367 (2008) - [c32]Cornelius Glackin, Liam McDaid, Liam P. Maguire, Heather M. Sayers:
Implementing Fuzzy Reasoning on a Spiking Neural Network. ICANN (2) 2008: 258-267 - [c31]Arfan Ghani, T. Martin McGinnity, Liam P. Maguire, Jim Harkin:
Neuro-inspired Speech Recognition with Recurrent Spiking Neurons. ICANN (1) 2008: 513-522 - [c30]Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, Jianyong Cai, German D. Valderrama-Gonzalez:
Motion Detection Using Spiking Neural Network Model. ICIC (2) 2008: 76-83 - [c29]Julie A. Wall, Liam McDaid, Liam P. Maguire, T. Martin McGinnity:
Spiking neuron models of the medial and lateral superior olive for sound localisation. IJCNN 2008: 2641-2647 - [i1]Arfan Ghani, T. Martin McGinnity, Liam P. Maguire, Jim Harkin:
Hardware/Software Co-Design for Spike Based Recognition. CoRR abs/0807.2282 (2008) - 2007
- [j28]Cornelius Glackin, Liam P. Maguire, Ronan T. McIvor, Paul K. Humphreys, Pawel Andrzej Herman:
A comparison of fuzzy strategies for corporate acquisition analysis. Fuzzy Sets Syst. 158(18): 2039-2056 (2007) - [j27]Jim Harkin, Michael J. Callaghan, Mehdi El-Gueddari, Malachy McElholm, T. Martin McGinnity, Liam P. Maguire:
Extending Remote Experimentation Environments to Support Visual and Audio Impaired Users. Int. J. Online Eng. 3(3) (2007) - [j26]Michael J. Callaghan, Jim Harkin, T. Martin McGinnity, Liam P. Maguire:
Paradigms in Remote Experimentation. Int. J. Online Eng. 3(4) (2007) - [j25]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): 13-29 (2007) - [j24]Michael J. Callaghan, Jim Harkin, E. McColgan, T. Martin McGinnity, Liam P. Maguire:
Client-server architecture for collaborative remote experimentation. J. Netw. Comput. Appl. 30(4): 1295-1308 (2007) - [j23]Ammar Belatreche, Liam P. Maguire, T. Martin McGinnity:
Advances in Design and Application of Spiking Neural Networks. Soft Comput. 11(3): 239-248 (2007) - [c28]Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, Ammar Belatreche, Brendan P. Glackin:
Edge Detection Based on Spiking Neural Network Model. ICIC (2) 2007: 26-34 - [p2]Qingxiang Wu, T. Martin McGinnity, Liam P. Maguire, Brendan P. Glackin, Ammar Belatreche:
Learning Mechanisms in Networks of Spiking Neurons. Trends in Neural Computation 2007: 171-197 - 2006
- [j22]Anita Greenhill, Liam P. Maguire, Seán Ó Nualláin, Maeve Paris:
Book reviews. Artif. Intell. Rev. 25(4): 329-340 (2006) - [j21]Anthony G. McCloskey, Ronan T. McIvor, Liam P. Maguire, Paul K. Humphreys, Tina O'Donnell:
A user-centred corporate acquisition system: a dynamic fuzzy membership functions approach. Decis. Support Syst. 42(1): 162-185 (2006) - [j20]Michael J. Callaghan, Jim Harkin, T. Martin McGinnity, Liam P. Maguire:
Client-Server Architecture for Remote Experimentation for Embedded Systems. Int. J. Online Eng. 2(4) (2006) - [j19]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): 1912-1922 (2006) - [c27]Arfan Ghani, T. Martin McGinnity, Liam P. Maguire, Jim Harkin:
Area Efficient Architecture for Large Scale Implementation of Biologically Plausible Spiking Neural Networks on Reconfigurable Hardware. FPL 2006: 1-2 - [c26]Thomas J. Strain, Liam McDaid, Liam P. Maguire, T. Martin McGinnity:
A Supervised STDP Based Training Algorithm with Dynamic Threshold Neurons. IJCNN 2006: 3409-3414 - 2005
- [c25]Peter M. Kelly, T. Martin McGinnity, Liam P. Maguire:
Reducing Interconnection Resource Overhead in Nano-scale FPGAs through MVL Signal Systems. ASAP 2005: 282-287 - [c24]K. M. Ward, Mia Nazmul Haque Siddique, Liam P. Maguire, T. Martin McGinnity:
A symbiosis algorithm for robotic control. Congress on Evolutionary Computation 2005: 1988-1995 - [c23]Simon Johnston, Girijesh Prasad, Liam P. Maguire, T. Martin McGinnity:
Comparative Investigation into Classical and Spiking Neuron Implementations on FPGAs. ICANN (1) 2005: 269-274 - [c22]Jim Harkin, Michael J. Callaghan, T. Martin McGinnity, Liam P. Maguire:
Intelligent User-Support in Learning Environments for Remote Experimentation. ICITA (2) 2005: 119-124 - [c21]Michael J. Callaghan, Jim Harkin, Mehdi El-Gueddari, T. Martin McGinnity, Liam P. Maguire:
Client-Server Architecture for Collaborative Remote Experimentation. ICITA (2) 2005: 125-129 - [c20]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: 420-428 - [c19]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: 552-563 - [c18]Peter M. Kelly, T. Martin McGinnity, Liam P. Maguire, L. J. McDaid:
A Quaternary CLB Design Using Quantum Device Technology on Silicon for FPGA Neural Network Architectures. IWANN 2005: 564-571 - [p1]Liam P. Maguire, T. A. McCloskey, Paul K. Humphreys, Ronan T. McIvor:
A User Centred Approach to Management Decision Making. Intelligent Data Mining 2005: 439-461 - 2004
- [j18]Eamomn A. Coyle, Liam P. Maguire, T. Martin McGinnity:
Self-repair of embedded systems. Eng. Appl. Artif. Intell. 17(1): 1-9 (2004) - [j17]Karol Warne, Girijesh Prasad, Sina Rezvani, Liam P. Maguire:
Statistical and computational intelligence techniques for inferential model development: a comparative evaluation and a novel proposition for fusion. Eng. Appl. Artif. Intell. 17(8): 871-885 (2004) - [j16]Ronan T. McIvor, Anthony G. McCloskey, Paul K. Humphreys, Liam P. Maguire:
Using a fuzzy approach to support financial analysis in the corporate acquisition process. Expert Syst. Appl. 27(4): 533-547 (2004) - [j15]Brendan P. Glackin, Liam P. Maguire, T. Martin McGinnity:
Intrinsic and extrinsic implementation of a bio-inspired hardware system. Inf. Sci. 161(1-2): 1-19 (2004) - [j14]Jim Harkin, T. Martin McGinnity, Liam P. Maguire:
Modeling and optimizing run-time reconfiguration using evolutionary computation. ACM Trans. Embed. Comput. Syst. 3(4): 661-685 (2004) - [c17]Karol Warne, Girijesh Prasad, Mia Nazmul Haque Siddique, Liam P. Maguire:
Development of a hybrid PCA-ANFIS measurement system for monitoring product quality in the coating industry. SMC (4) 2004: 3519-3524 - [c16]