Neural Networks Group - University of Edinburgh

Publications

Publications 1-50 of 317

Journals

Z. Yang, K.L. Cameron, W. Lewinger, B. Webb, A.F. Murray; "Neuromorphic Control of Stepping Pattern Generation: A Dynamic Model With Analog Circuit Implementation ", IEEE Transactions on Neural Networks and Learning Systems, vol:23, 3, 373 - 384, March 2012, Click here for link to ieeexplore page

C. Lu, T.B. Tang, A. Laude, I.J Deary, B. Dhillon, A.F. Murray; "Quantification of Parapapillary Atrophy and Optic Disc ", Investigative Ophthalmology & Visual Science, 2011

T.B. Tang, A.F. Murray, S. Roy; "Methodology of statistical RTS noise analysis with charge-carrier trapping", IEEE Transactions on Circuits and Systems Part I, vol:57, 5, 1062-1070, 2010/05

N.H. Hamid, T.B. Tang, A.F. Murray; "Probabilistic Neural Computing with Advanced Nanoscale MOSFETs", Neurocomputing, vol:74, 6, 930-940, 2011/02

T. Clayton, K.L. Cameron, B. Rae, N. Sabatier, E. Charbon , G. Leng, R. Henderson, A.F. Murray; "An Implementation of a Spike-Response Model With Escape Noise Using an Avalanche Diode", IEEE Transactions on Biomedical Engineering, vol:5, 3, 231 - 243 , June 2011, Click here for pdf

R. Simms, S. Djokic, A.F. Murray; "Renewable Generation in the London Built Environment", American Society of Civil Engineers, ASCE Journal of Energy Engineering, Special Issue on Implications of CO2 Emissions Policies for the Electric Power Sector, vol:134, 2, 71-79, 2008/06

Z. Yang, M Hennig, M Postlethwaite, I Forsythe, B Graham; "Wide-band Information Transmission at the calyx of Held", Neural Computation, vol:19, 1-27, 2009

E. Delivopoulos, A.F. Murray(Co-author), N. MacLeod(Co-author), J.C. Curtis(Co-author); "Guided growth of neurons and glia using microfabricated patterns of parylene-C on a SiO2 background", Biomaterials, vol:30, 2048-2058, 2009

Y. Mita, Y. Li, M. Kubota, W. Parkes, L.I. Haworth, B.W. Flynn, J.G. Terry, T.B. Tang, A.D. Ruthven, S. Smith, A.J. Walton; "Demonstration of a wireless driven MEMS pond skater that uses EWOD technology", Solid State Electronics, vol:53, 7, 798-802, 2009/07

K.L. Cameron, A.F. Murray; "Minimizing the Effect of Process Mismatch in a Neuromorphic System Using Spike-Timing-Dependent Adaptation", IEEE Transactions on Neural Networks, vol:19, 5, 899-913, May 2008, Click here for pdf

T.B. Tang, S. Smith, B.W. Flynn, J.T.M. Stevenson, A.M. Gundlach, H.M. Reekie, A.F. Murray, D. Renshaw, B. Dhillon, A. Ohtori, Y. Inoue, J.G. Terry, A.J. Walton; "Implementation of a Wireless Power Transfer and Communications for an Implantable Ocular Drug Delivery System", IET Nanobiotechnology, vol:2, 3, 72-79, 2008/09, Click here for abstract

S. Smith, T.B. Tang, J.G. Terry, J.T.M. Stevenson, B.W. Flynn, H.M. Reekie, A.F. Murray, A.M. Gundlach, D. Renshaw, B. Dhillon, A. Ohtori, Y. Inoue, A.J. Walton; "Development of a Miniaturised Drug Delivery System with Wireless Power Transfer and Communications", IET Nanobiotechnology, vol:1, 5, 80-86, 2007/10, Click here for full paper

T.B. Tang, A.F. Murray; "Adaptive Sensor Modelling and Classification using a Continuous Restricted Boltzmann Machine (CRBM)", Neurocomputing, vol:70, 7-9, 1198-1206, 2007/03, Click here for full paper

J. Huo, A.F. Murray(Co-author); "The Adaptation of Visual and Auditory Integration in the Barn Owl Superior Colliculus: with Spike Timing Dependent Plasticity", Neural Networks

J.C. Curtis, Baldwin, K.(Co-author), Dworak, B.J.(Co-author), J.T.M. Stevenson(Co-author), E. Delivopoulos(Co-author), N. MacLeod(Co-author), A.F. Murray(Co-author); "Seal Formation in Silicon Planar Patch-Clamp Microstructures", Journal of Microelectromechanical Systems, vol:17, 4, 974-983, Aug. 2008

L.N. Patel, A.F. Murray, J. Hallam; "Super-lampreys and wave energy: Optimised control of artificially-evolved, simulated swimming lamprey", Neurocomputing, vol:70, 7-9, 1139-1154, March 2007, Click here for abstract + link to PDF

H. Chen, P.C.D. Fleury, A.F. Murray; "Continuous valued probabilistic behavior in a VLSI generative model", IEEE Transactions on Neural Networks, vol:17, 3, 755-770, May 2006

Z. Yang, K.L. Cameron, A.F. Murray, V. Boonsobhak; "An Adaptive Visual Neuronal Model Implementing Competitive Temporally Asymmetric Hebbian Learning", International Journal of Neural Systems, vol:16, 3, 151-162, 2006

Z. Yang, A.F. Murray; "An Artificial Early Visual Model Adopting Spike-Timing-Dependent Plasticity", Neurocomputing, vol:69, 16-18, 1904-1911, October 2006

Z. Yang, A.F. Murray, F. Worgotter, K.L. Cameron, V. Boonsobhak; "A Neuromorphic Depth-from-Motion Vision Model with STDP Adaptation", IEEE Transactions on Neural Networks, vol:17, 2, 482-495, 2006

Z. Yang, Zhengrong Yang, W. Lu, R.G. Harrison, T. Eftestol, P. Steen; "A Probabilistic Neural Network as the Predictive Classifier of out-of-hospital Defibrillation Outcomes", Resuscitation, vol:64, 31-36, 2005

J. Huo, Tianlin Dong, Qiong Huang; "Convenient and Intelligent Microwave Measuring Line System ", Journal of Zhengzhou University(Natural Science Edition), vol:37, 1, 49-51, 2005, ISSN 1671-6841 , Click here for

M. Ahmadian, B.W. Flynn, A.F. Murray, D.R.S. Cumming; "Data Transmission for Implantable Microsystems using Magnetic Coupling", IEE Proceedings on Communications, vol:152, 2, 247-250, 2005

K.L. Cameron, V. Boonsobhak, A.F. Murray, D. Renshaw; "Spike Timing Dependent Plasticity (STDP) can Ameliorate Process Variations in Neuromorphic VLSI", IEEE Transactions on Neural Networks, vol:16, 6, 1626-1637, 2005, Click here for PDF

Q. Zhu, Z. Yang; "Ant Colony Optimization Algorithm based on Mutation and dynamic pheromone updating", Journal of Software, vol:15, 2, 185-192, 2004

A. Bofill-i-Petit, A.F. Murray; "Synchrony Detection and Amplification by Silicon Neurons with STDP Synapses. ", IEEE Transactions on Neural Networks, vol:15, 5, 1296-1304, 2004

E.A. Johannessen, L. Wang, L. Cui, T.B. Tang, M. Ahmadian, A. Astaras, S.W. Reid, P. Yam, A.F. Murray, B.W. Flynn, S.P. Beaumont, D.R.S. Cumming, J.M. Cooper; "Implementation of Distributed Sensors in a Microsystem Format", IEEE Transactions on Biomedical Engineering, vol:51, 3, 525-535, 2004, Click here for abstract

T.B. Tang, H. Chen, A.F. Murray; "Adaptive, Integrated Sensor Processing to Compensate for Drift and Uncertainty: A Stochastic 'Neural' Approach", IEE Proceedings on Nanobiotechnology, vol:151, 1, 28-34, 2004, Click here for abstract

E. Delivopoulos, J.B. Theocharis(Co-author); "A modified PNN algorithm with optimal PD modeling using the orthogonal least squares method.", Inf. Sci. , vol:168, 133-170, 2004

Z. Yang, F. Franca; "The Discrete Artificial Locomotion CPG Architecture and its Analog Asymmetric Hopfield-like Conversion", Biological Cybernetics, vol:89, 1, 34-42, 2003

H. Chen, A.F. Murray; "A Continuous Restricted Boltzmann Machine with an Implementable Training Algorithm", IEE Proceedings Vision, Image and Signal Processing, vol:150, 3, 153-158, 2003

P.J. Edwards, A.M. Peacock, D. Renshaw, J.M. Hannah, A.F. Murray; "Minimising risk using prediction uncertainty in neural network estimation fusion and its application to the papermaking industry", IEEE Transactions on Neural Networks, vol:13, 3, 726-731, 2002, ISSN 1045-9227

T.B. Tang, E.A. Johannessen, L. Wang, A. Astaras, M. Ahmadian, A.F. Murray, J.M. Cooper, S.P. Beaumont, B.W. Flynn, D.R.S. Cumming; "Toward A Miniature Wireless Integrated Multisensor Microsystem for Industrial and Biomedical Applications", IEEE Sensors Journal: Special Issue on Integrated Multisensor Systems and Signal Processing, vol:2, 6, 628-635, 2002, Click here for abstract

M. Orr, J. Hallam, K. Takezawa, A.F. Murray, S. Ninomiya, M. Oide, T. Leonard; "Combining Regression Trees and Radial Basis Function Networks", International Journal of Neural Systems, 453-466, 2001

A.F. Murray; "Novelty Detection using Products of Simple Experts - A Potential Architecture for Embedded Systems", Neural Networks, vol:14, 9, 1257-1264, 2001

D.K. McNeill, H.C. Card, A.F. Murray; "An Investigation of Competitive Learning for Autonomous Cluster Identification in Embedded Syatems", International Journal of Neural Systems, vol:11, 4, 389-398, 2001

A.F. Murray; "Analogue VLSI for Probabilistic Networks and Spike-Time Computation", International Journal of Neural Systems, vol:11, 1, 23-32, 2001

G. Papadopoulos, P.J. Edwards, A.F. Murray; "Confidence Estimation Methods for Neural Networks: A Practical Comparison", IEEE Transactions on Artificial Neural Networks, vol:12, 6, 1278-1287, 2001

E.A. Braithwaite, J.H. Dripps, A. Lyon, A.F. Murray; "Artificial Neural Networks for Neonatal Intensive Care", IEE Proceedings Science, Measurement & Technology, 102-119, 2001

L.N. Patel, P. O'B Holt; "Comparison of a `Pattern Measure' with Perceived Complexity of Non-determinate Images ", Engineering Psychology and Cognitive Ergonomics, D. Harris (Ed.), vol:6, 215-222, 2001

L.N. Patel, P. O'B Holt; "SymGeons: A Prototype Model of Visual Complexity with Implications for Visual Control Tasks", Cognition, Technology and Work , vol:3, 177-187, 2001, Click here for PDF

J.F. Chen, Z. Yang, G.D. Holt; "FRP or Steel Plate-to-Concrete Bonded Joints: effect of test methods on Experimental Bond Strength", Steel & Composite Structures - an Int Jnl, vol:1, 2, 231-244, 2001

P.J. Edwards, A.F. Murray; "A study of early stopping and model selection applied to the paper-making industry", International Journal of Neural Systems, vol:10, 1, 9-18, February, 2000, ISSN ISSN

P.J. Edwards, A.F. Murray; "Toward Optimally Distributed Computation in Augmented Networks", IEE Proceedings on Computers and Digital Techniques, vol:147, 1, 27-31, January, 2000, ISSN 1350-2387

M. Orr, J. Hallam, A.F. Murray, T. Leonard; "Assessing RBF Networks using DELVE", International Journal of Neural Systems, 397-416, 2000

A.M. Peacock, S. Matsunaga, D. Renshaw, J.M. Hannah, A.F. Murray; "Reference Block Updating when Tracking with the Block Matching Algorithm", Electronics Letters, vol:36, 4, 309-310, 2000, ISSN 0013-5194

P.J. Edwards, G. Papadopoulos, A.F. Murray; "Neural prediction in industry: Increasing reliability through use of confidence measures and model combination", Neural Networks, 147-175, 2000

P.J. Edwards, A.F. Murray, G. Papadopoulos, A.R. Wallace, J. Barnard, G. Smith; "The application of neural networks to the papermaking industry", IEEE Transactions on Neural Networks, vol:10, 6, 1456-1464, November, 1999, ISSN 1045-9227

P.J. Edwards, A.F. Murray, G. Papadopoulos, A.R. Wallace, J. Barnard, G. Smith; "Paper curl prediction and control using neural networks", Technical Association of the Pulp and Paper Industry (TAPPI) Journal, vol:82, 7, 145-151, July, 1999, ISSN 0734-1415

D.J. Mayes, A.F. Murray, H.M. Reekie; "Non-Gaussian Kernel Circuits in Analogue VLSI : Implications for RBF Performance", IEE Proceedings Circuits and Systems, vol:146, 4, 169-175, 1999, ISSN 1350-2409

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