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John B Butcher
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Reservoir computing and extreme learning machines for non-linear time-series data analysis
JB Butcher, D Verstraeten, B Schrauwen, CR Day, PW Haycock
Neural networks 38, 76-89, 2013
1772013
Defect detection in reinforced concrete using random neural architectures
JB Butcher, CR Day, JC Austin, PW Haycock, D Verstraeten, ...
Computer‐Aided Civil and Infrastructure Engineering 29 (3), 191-207, 2014
1052014
Length and readability of structured software engineering abstracts
BA Kitchenham, OP Brereton, S Owen, J Butcher, C Jefferies
IET software 2 (1), 37-45, 2008
532008
Extending reservoir computing with random static projections: a hybrid between extreme learning and RC
J Butcher, D Verstraeten, B Schrauwen, C Day, P Haycock
18th European Symposium on Artificial Neural Networks (ESANN 2010), 303-308, 2010
342010
Age estimation of Calliphora (Diptera: Calliphoridae) larvae using cuticular hydrocarbon analysis and Artificial Neural Networks
HE Moore, JB Butcher, CD Adam, CR Day, FP Drijfhout
Forensic science international 268, 81-91, 2016
332016
Astrocyte and neuronal plasticity in the somatosensory system
RE Sims, JB Butcher, HR Parri, S Glazewski
Neural plasticity 2015, 2015
292015
Artificial neural network analysis of hydrocarbon profiles for the ageing of Lucilia sericata for post mortem interval estimation
JB Butcher, HE Moore, CR Day, CD Adam, FP Drijfhout
Forensic science international 232 (1-3), 25-31, 2013
292013
Adult fly age estimations using cuticular hydrocarbons and Artificial Neural Networks in forensically important Calliphoridae species
HE Moore, JB Butcher, CR Day, FP Drijfhout
Forensic science international 280, 233-244, 2017
272017
Structural health monitoring of a footbridge using Echo State Networks and NARMAX
AJ Wootton, JB Butcher, T Kyriacou, CR Day, PW Haycock
Engineering Applications of Artificial Intelligence 64, 152-163, 2017
222017
Locally Excited State–Charge Transfer State Coupled Dyes as Optically Responsive Neuron Firing Probes
D Sirbu, JB Butcher, PG Waddell, P Andras, AC Benniston
Chemistry–A European Journal 23 (58), 14639-14649, 2017
172017
Pruning reservoirs with random static projections
JB Butcher, CR Day, PW Haycock, D Verstraeten, B Schrauwen
2010 IEEE International Workshop on Machine Learning for Signal Processing …, 2010
72010
Element-specific determination of X-ray transmission signatures using neural networks
CR Day, JC Austin, JB Butcher, PW Haycock, AT Kearon
NDT & E International 42 (5), 446-451, 2009
72009
Artificial neural network analysis of volatile organic compounds for the detection of lung cancer
JB Butcher, AV Rutter, AJ Wootton, CR Day, J Sulé-Suso
UK Workshop on Computational Intelligence, 183-190, 2017
62017
A low frequency electromagnetic probe for detection of corrosion in steel-reinforced concrete
JB Butcher, M Lion, CR Day, PW Haycock, MJ Hocking, S Bladon
Concrete Solutions, 417-424, 2009
52009
Advances in biologically inspired reservoir computing
S Scardapane, JB Butcher, FM Bianchi, ZK Malik
Cognitive Computation 9 (3), 295-296, 2017
42017
Reservoir Computing with high non-linear separation and long-term memory for time-series data analysis.
JB Butcher
Keele University, 2012
42012
A requirement for astrocyte IP 3 R2 signaling for whisker experience-dependent depression and homeostatic upregulation in the mouse barrel cortex
JB Butcher, RE Sims, NM Ngum, AH Bazzari, SI Jenkins, M King, EJ Hill, ...
Frontiers in Cellular Neuroscience 16, 2022
32022
Impact of astrocytes on neuronal activity
JB Butcher, RE Sims, S Jenkins, RH Parri, S Glazewski
Acta Neurobiologiae Experimentalis 78 (Suppl. 1), 2018
2018
A biologically inspired model of the head direction system of rats implemented on a robot
T Kyriacou, JB Butcher, CR Day
International Workshop on Evolutionary and Reinforcement Learning for …, 0
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Articles 1–19