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 | 240 | 2007 |
Bidirectional coupling between astrocytes and neurons mediates learning and dynamic coordination in the brain: a multiple modeling approach JJ Wade, LJ McDaid, J Harkin, V Crunelli, JAS Kelso PloS one 6 (12), e29445, 2011 | 168 | 2011 |
Scalable hierarchical network-on-chip architecture for spiking neural network hardware implementations S Carrillo, J Harkin, LJ McDaid, F Morgan, S Pande, S Cawley, ... IEEE Transactions on Parallel and Distributed Systems 24 (12), 2451-2461, 2012 | 144 | 2012 |
Using game-based learning in virtual worlds to teach electronic and electrical engineering MJ Callaghan, K McCusker, JL Losada, J Harkin, S Wilson IEEE Transactions on Industrial Informatics 9 (1), 575-584, 2012 | 137 | 2012 |
Counteracting dynamical degradation of digital chaotic Chebyshev map via perturbation Y Liu, Y Luo, S Song, L Cao, J Liu, J Harkin International Journal of Bifurcation and Chaos 27 (03), 1750033, 2017 | 92 | 2017 |
Client–server architecture for collaborative remote experimentation MJ Callaghan, J Harkin, E McColgan, TM McGinnity, LP Maguire Journal of Network and Computer Applications 30 (4), 1295-1308, 2007 | 86 | 2007 |
A chaotic map-control-based and the plain image-related cryptosystem Y Luo, L Cao, S Qiu, H Lin, J Harkin, J Liu Nonlinear Dynamics 83, 2293-2310, 2016 | 84 | 2016 |
Self-repair in a bidirectionally coupled astrocyte-neuron (AN) system based on retrograde signaling J Wade, LJ McDaid, J Harkin, V Crunelli, S Kelso Frontiers in computational neuroscience 6, 26578, 2012 | 76 | 2012 |
A Reconfigurable and Biologically Inspired Paradigm for Computation Using Network‐On‐Chip and Spiking Neural Networks J Harkin, F Morgan, L McDaid, S Hall, B McGinley, S Cawley International Journal of Reconfigurable Computing 2009 (1), 908740, 2009 | 74 | 2009 |
Advancing interconnect density for spiking neural network hardware implementations using traffic-aware adaptive network-on-chip routers S Carrillo, J Harkin, L McDaid, S Pande, S Cawley, B McGinley, F Morgan Neural networks 33, 42-57, 2012 | 73 | 2012 |
SPANNER: A self-repairing spiking neural network hardware architecture J Liu, J Harkin, LP Maguire, LJ McDaid, JJ Wade IEEE transactions on neural networks and learning systems 29 (4), 1287-1300, 2017 | 69 | 2017 |
Artificial neural network architecture L McDaid, J Harkin US Patent App. 12/453,218, 2009 | 65 | 2009 |
Partitioning methodology for dynamically reconfigurable embedded systems J Harkin, TM McGinnity, LP Maguire IEE Proceedings-Computers and Digital Techniques 147 (6), 391-396, 2000 | 59 | 2000 |
On the role of astroglial syncytia in self-repairing spiking neural networks M Naeem, LJ McDaid, J Harkin, JJ Wade, J Marsland IEEE Transactions on Neural Networks and Learning Systems 26 (10), 2370-2380, 2015 | 58 | 2015 |
Potassium and sodium microdomains in thin astroglial processes: A computational model study K Breslin, JJ Wade, KF Wong-Lin, J Harkin, B Flanagan, H Van Zalinge, ... PLoS computational biology 14 (5), e1006151, 2018 | 57 | 2018 |
Hardware spiking neural network prototyping and application S Cawley, F Morgan, B McGinley, S Pande, L McDaid, S Carrillo, J Harkin Genetic Programming and Evolvable Machines 12, 257-280, 2011 | 56 | 2011 |
Low cost fault-tolerant routing algorithm for networks-on-chip J Liu, J Harkin, Y Li, L Maguire Microprocessors and Microsystems 39 (6), 358-372, 2015 | 55 | 2015 |
Homeostatic fault tolerance in spiking neural networks: A dynamic hardware perspective AP Johnson, J Liu, AG Millard, S Karim, AM Tyrrell, J Harkin, J Timmis, ... IEEE Transactions on Circuits and Systems I: Regular Papers 65 (2), 687-699, 2017 | 54 | 2017 |
Online traffic-aware fault detection for networks-on-chip J Liu, J Harkin, Y Li, L Maguire Journal of Parallel and Distributed Computing 74 (1), 1984-1993, 2014 | 54 | 2014 |
Paradigms in Remote Experimentation. MJ Callaghan, J Harkin, TM McGinnity, LP Maguire International Journal of Online Engineering 3 (4), 2007 | 54 | 2007 |