Author
Number of items: 137.
2015
Structural plasticity and associative memory in balanced neural networks with spike-time dependent inhibitory plasticity. (2015)
Ankur Sinha,
N. Davey,
Roderick Adams
and
Volker Steuber
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Optimization of input parameters to a CN neuron model to simulate its activity during and between epileptic absence seizures. (2015)
Parimala Alva,
Lieke Kros,
Oscar Eelkman Rooda,
C.I. De Zeeuw,
Roderick Adams,
N. Davey,
F.E. Hoebeek
and
Volker Steuber
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The importance of hyperparameters selection within small datasets. (2015)
Parivash Ashrafi,
Yi Sun,
Neil Davey,
Roderick Adams,
Marc Brown,
Maria Prapopoulou
and
Gary Moss
Dendritic Morphology Predicts Pattern Recognition Performance in Multi-compartmental Model Neurons with and without Active Conductances. (2015)
Giseli De Sousa,
Reinoud Maex,
R.G. Adams,
N. Davey
and
Volker Steuber
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2013
Characterising the performance of balanced memory networks. (2013)
A. Metaxas,
Reinoud Maex,
R.G. Adams,
Volker Steuber
and
N. Davey
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Evolution of Dendritic Morphologies Using Deterministic and Nondeterministic Genotype to Phenotype Mapping. (2013)
Parimala Alva,
Giseli De Sousa,
Ben Torben-Nielsen,
Reinoud Maex,
Roderick Adams,
N. Davey
and
Volker Steuber
Linear Support Vector Machines for Error Correction in Optical Data Transmission. (2013)
A. Metaxas,
A. Redyuk,
Yi Sun,
Alex Shafarenko,
N. Davey
and
Roderick Adams
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A potential role for the cerebellar nuclei in absence seizures. (2013)
Parimala Alva,
Lieke Kroos,
Reinoud Maex,
Chris I. De Zeeuw,
R.G. Adams,
N. Davey,
Volker Steuber
and
Freek E. Hoebeek
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2012
The application of discriminant analysis and Machine Learning methods as tools to identify and classify compounds with potential as transdermal enhancers. (2012)
Gary Moss,
A.J. Shah,
R.G. Adams,
N. Davey,
Y. Sun,
S.C. Wilkinson
and
W.J. Pugh
Determinants of associative memory performance in spiking and non-spiking neural networks with different synaptic plasticity regimes. (2012)
A. Metaxas,
Reinoud Maex,
R.G. Adams,
Volker Steuber
and
N. Davey
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Evolving dendritic morphology and parameters in biologically realistic model neurons for pattern recognition. (2012)
G. De Sousa,
R. Maex,
R. Adams,
N. Davey
and
Volker Steuber
The effect of different types of synaptic plasticity on the performance of associative memory networks with excitatory and inhibitory sub-populations. (2012)
A. Metaxas,
R. Maex,
Volker Steuber,
R. Adams
and
N. Davey
2011
The application and limitations of mathematical modelling in the prediction of permeability across mammalian skin and polydimethylsiloxane membranes. (2011)
Gary Moss,
Yi Sun,
Simon C. Wilkinson,
N. Davey,
Roderick Adams,
Gary P. Martin,
M. Prapopopolou
and
Marc Brown
The application of stochastic machine learning methods in the prediction of skin penetration. (2011)
Y. Sun,
Marc Brown,
M. Prapopoulou,
N. Davey,
R. G. Adams
and
G. P. Moss
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Clustering predicts memory performance in networks of spiking and non-spiking neurons. (2011)
W. Chen,
R. Maex,
R.G. Adams,
Volker Steuber,
L. Calcraft
and
N. Davey
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Effect of using varying negative examples in transcription factor binding site predictions. (2011)
Faisal Rezwan,
Yi Sun,
N. Davey,
Roderick Adams,
A.G. Rust
and
M. Robinson
Non-specific LTD at parallel fibre - Purkinje cell synapses in cerebellar cortex provides robustness against local spatial noise during pattern recognition. (2011)
Karen Safaryan,
Reinoud Maex,
R.G. Adams,
N. Davey
and
Volker Steuber
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STD-dependent and independent encoding of input irregularity as spike rate in a computational model of a cerebellar nucleus neuron. (2011)
Johannes Luthman,
Freek E Hoebeek,
Reinoud Maex,
N. Davey,
Roderick Adams,
Chris I De Zeeuw
and
Volker Steuber
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The effect of dendritic morphology on pattern recognition in the presence of active conductances. (2011)
Giseli De Sousa,
Reinoud Maex,
R.G. Adams,
N. Davey
and
Volker Steuber
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2010
The application of Gaussian processes in the prediction of absorption across mammalian skin and synthetic membranes. (2010)
Y. Sun,
M. Prapopoulou,
R. Adams,
N. Davey,
G. P. Moss
and
Marc Brown
Correcting Errors in Optical Data Transmission Using Neural Networks. (2010)
S. Hunt,
Yi. Sun,
A. Shafarenko,
R.G. Adams,
N. Davey,
B. Slater,
R. Bhamber,
S. Boscolo
and
S.K. Turitsyn
Evolution of bistable dynamics in spiking neural controllers for agents performing olfactory attraction and aversion. (2010)
Nicolas Oros,
Volker Steuber,
N. Davey,
Lola Cañamero
and
R.G. Adams
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Optimization of neuronal morphologies for pattern recognition. (2010)
Giseli De Sousa,
Reinoud Maex,
R.G. Adams,
N. Davey
and
Volker Steuber
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Photometric redshift estimation using Gaussian processes. (2010)
D. Bonfield,
Yi Sun,
N. Davey,
M.J. Jarvis,
F.B. Abdalla,
M. Banerji
and
R.G. Adams
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Predicting drug absorption rates through human skin. (2010)
Yi. Sun,
L.Y. Lam,
G.P. Moss,
M. Prapopoulou,
R.G. Adams,
N. Davey,
David Gray
and
Marc Brown
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Using randomised vectors in transcription factor binding site predictions. (2010)
F. Rezwan,
Yi. Sun,
N. Davey,
R.G. Adams,
A.G. Rust
and
M. Robinson
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The application of feature selection to the development of Gaussian process models for percutaneous absorption. (2010)
L.T. Lam,
Yi Sun,
N. Davey,
Roderick Adams,
M. Prapopoulou,
Marc Brown
and
Gary Moss
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The effect of non-specific LTD on pattern recognition in cerebellar Purkinje cells. (2010)
Karen Safaryan,
Reinoud Maex,
R.G. Adams,
N. Davey
and
Volker Steuber
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2009
The application of Gaussian processes in the prediction of percutaneous absorption. (2009)
Gary P. Moss,
Yi Sun,
Maria Prapopoulou,
N. Davey,
Roderick Adams,
W. John Pugh
and
Marc Brown
Adaptive electrical signal post-processing with varying representations in optical communication systems. (2009)
Stephen Hunt,
Yi Sun,
Alex Shafarenko,
Roderick Adams,
N. Davey,
Brendan Slater,
Ranjeet Bhamber,
Sonia Boscolo
and
Sergei K. Turitsyn
Connection Strategies in Associative Memory Models. (2009)
W. Chen,
R. Maex,
R.G. Adams,
L. Calcraft,
Volker Steuber
and
N. Davey
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Connection strategy and performance in sparsely connected 2D associative memory models with non-random images. (2009)
L. Calcraft,
R.G. Adams
and
N. Davey
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Decoding of Purkinje cell pauses by deep cerebellar nucleus neurons. (2009)
Johannes Luthman,
Roderick Adams,
N. Davey,
Reinoud Maex
and
Volker Steuber
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The Effect of Different Forms of Synaptic Plasticity on Pattern Recognition in the Cerebellar Cortex. (2009)
G. de Sousa,
R.G. Adams,
N. Davey,
R. Maex
and
Volker Steuber
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Evolution of bilateral symmetry in agents controlled by spiking neural networks. (2009)
N. Oros,
Volker Steuber,
N. Davey,
Lola Cañamero
and
R.G. Adams
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Integrating genomic binding site predictions using real-valued meta classifiers. (2009)
Yi. Sun,
M. Robinson,
R.G. Adams,
Paul H. Kaye,
R. Te Boekhorst,
A.G. Rust
and
N. Davey
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Using a genetic algorithm to investigate efficient connectivity in associative memories. (2009)
R.G. Adams,
L. Calcraft
and
N. Davey
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Using pre and post-processing methods to improve binding site predictions. (2009)
Yi Sun,
C.G. Castellano,
M. Robinson,
R.G. Adams,
A.G. Rust
and
N. Davey
The performance pf sparsley-connected 2D associative memory models with non-random images. (2009)
L. Calcraft,
Roderick Adams
and
N. Davey
The role of lateral inhibition in the sensory processing in a simulated spiking neural controller for a robot. (2009)
D. Bowes,
R.G. Adams,
Lola Cañamero,
Volker Steuber
and
N. Davey
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2008
Adaptive Electrical Signal Post-Processing in Optical Communication Systems. (2008)
Yi. Sun,
A. Shafarenko,
R.G. Adams,
N. Davey,
B. Slater,
R. Bhamber,
S. Boscolo
and
S.K. Turitsyn
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Adaptive Olfactory Encoding in Agents Controlled by Spiking Neural Networks. (2008)
N. Oros,
Volker Steuber,
N. Davey,
L. Canamero
and
R.G. Adams
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Combining experts in order to identify binding sites in genomic data. (2008)
F. Rezwan,
Yi. Sun,
M. Robinson,
R.G. Adams,
A.G. Rust
and
N. Davey
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Combining experts in order to identify binding sites in yeast and mouse genomic data. (2008)
M. Robinson,
C. Gonzalez Castellano,
F. Rezwan,
R.G. Adams,
N. Davey,
A.G. Rust
and
Yi. Sun
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Connectivity graphs and the performance of sparse associative memory models. (2008)
W. Chen,
R.G. Adams,
L. Calcraft,
Volker Steuber
and
N. Davey
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Determinants of pattern recognition by cerebellar Purkinje cells. (2008)
Giseli De Sousa,
R.G. Adams,
N. Davey
and
Volker Steuber
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Efficient connection strategies in 1D and 2D associative memory models with and without displaced connectivity. (2008)
L. Calcraft,
R.G. Adams
and
N. Davey
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Encoding sensory information in spiking neural network for the control of autonomous agents. (2008)
N. Oros,
R.G. Adams,
N. Davey,
Lola Cañamero
and
Volker Steuber
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Optimal noise in spiking neural networks for the detection of chemicals by simulated agents. (2008)
N. Oros,
Volker Steuber,
N. Davey,
Lola Cañamero
and
R.G. Adams
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Prediction of Binding Sites in the Mouse Genome Using Support Vector Machines. (2008)
Yi. Sun,
M. Robinson,
R.G. Adams,
A.G. Rust
and
N. Davey
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Prediction of skin penetration using machine learning methods. (2008)
Yi Sun,
Gary Moss,
M. Prapopoulou,
Roderick Adams,
Marc Brown
and
N. Davey
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Receptor response and soma leakiness in a simulated spiking neural controller for a robot. (2008)
D. Bowes,
R.G. Adams,
L. Canamero,
Volker Steuber
and
N. Davey
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Using graph theoretic measures to predict the performance of associative memory models. (2008)
L. Calcraft,
R.G. Adams,
W. Chen
and
N. Davey
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2007
Efficient architectures for sparsely-connected high capacity associative memory models. (2007)
L. Calcraft,
R.G. Adams
and
N. Davey
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High capacity associative memory with bipolar and binary, biased patterns. (2007)
W. Chen,
R.G. Adams,
L. Calcraft,
N. Davey
and
Volker Steuber
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Identifying binding sites in sequential genomic data. (2007)
M. Robinson,
C. Gonzalez Castellano,
R.G. Adams,
N. Davey
and
Yi. Sun
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Optimal connection strategies in one- and two-dimensional associative memory models. (2007)
L. Calcraft,
R.G. Adams
and
N. Davey
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Predicting Binding Sites in the Mouse Genome. (2007)
Yi. Sun,
M. Robinson,
R.G. Adams,
N. Davey
and
A.G. Rust
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Unsupervised Learning with Normalised Data and Non-Euclidean Norms. (2007)
K. Doherty,
R.G. Adams
and
N. Davey
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Using real-valued meta classifiers to integrate and contextualize binding site predictions. (2007)
M. Robinson,
O. Sharabi,
Yi. Sun,
R.G. Adams,
R. Te Boekhorst,
A.G. Rust
and
N. Davey
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Word Segmentation of Handwritten Text Using Supervised Classification Techniques. (2007)
Yi. Sun,
T. Butler,
A. Shafarenko,
R.G. Adams,
M.J. Loomes
and
N. Davey
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2006
Connectivity in real and evolved associative memories. (2006)
R.G. Adams,
L. Calcraft
and
N. Davey
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Evolved patterns of connectivity in associative memory models. (2006)
R.G. Adams,
L. Calcraft
and
N. Davey
Gaussian and Exponential Architectures in Small-World Associative Memories. (2006)
L. Calcraft,
R.G. Adams
and
N. Davey
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High Capacity, Small World Associative Memory Models. (2006)
N. Davey,
L. Calcraft
and
R.G. Adams
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High performance associative memory models with low wiring costs. (2006)
L. Calcraft,
R.G. Adams
and
N. Davey
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Learning through experience: an emergent connectionist account of letter production behaviour. (2006)
F.M. Richardson,
N. Davey,
R.G. Adams
and
D.J. Done
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Locally connected and small world associative memories in very large networks. (2006)
L. Calcraft,
R.G. Adams
and
N. Davey
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Using Feature Selection Filtering Methods for Binding Site Predictions. (2006)
Yi. Sun,
M. Robinson,
R.G. Adams,
R. Te Boekhorst,
A.G. Rust
and
N. Davey
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Using sampling methods to improve binding site predictions. (2006)
Yi. Sun,
M. Robinson,
R.G. Adams,
R. Te Boekhorst,
A.G. Rust
and
N. Davey
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2005
Associative Memories with Small World Connectivity. (2005)
N. Davey,
L. Calcraft,
B. Christianson
and
R.G. Adams
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Comparing computational and human measures of visual similarity. (2005)
T.M. Gale,
Yi. Sun,
R.G. Adams
and
N. Davey
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Evolving high capacity associative memories with efficient wiring. (2005)
R.G. Adams,
L. Calcraft
and
N. Davey
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Hierarchical growing neural gas. (2005)
K. Doherty,
R.G. Adams
and
N. Davey
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Hierarchical topological clustering learns stock market sectors. (2005)
K. Doherty,
R.G. Adams,
N. Davey
and
W. Pensuwon
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TreeGNG - hierarchical topological clustering. (2005)
K. Doherty,
R.G. Adams
and
N. Davey
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Using real-valued metaclassifiers to integrate binding site predictions. (2005)
Yi Sun,
M. Robinson,
Roderick Adams,
Paul H. Kaye,
A.G. Rust
and
N. Davey
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2004
High Capacity Recurrent Associative Memories. (2004)
N. Davey,
S. Hunt
and
R.G. Adams
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High Capacity Associative Memories and Small World Networks. (2004)
N. Davey,
B. Christianson
and
R.G. Adams
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Non-Euclidean Norms and Data Normalisation. (2004)
K. Doherty,
R.G. Adams
and
N. Davey
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High Capacity Associative Memories and Connection Constraints. (2004)
N. Davey
and
R.G. Adams
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Design of spatially extended neural networks for specific applications. (2004)
Roderick Adams,
Rene te Boekhorst,
A.G. Rust,
Paul H. Kaye
and
M. Schilstra
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High capacity associative memory models - binary and bipolar representation. (2004)
N. Davey,
R. Frank,
S. Hunt,
R.G. Adams
and
L. Calcraft
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Identifying word boundaries in handwritten text. (2004)
Yi. Sun,
T. Butler,
A. Shafarenko,
M.J. Loomes,
R.G. Adams
and
N. Davey
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Optimising a Neural Tree Using Subtree Retraining. (2004)
W. Pensuwon,
R.G. Adams
and
N. Davey
Optimising a hierarchical neural clusterer applied to large gene sequence data sets. (2004)
Roderick Adams,
N. Davey,
Paul H. Kaye
and
W. Pensuwon
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Segmenting hand written text using supervised classification techniques. (2004)
Yi. Sun,
T. Butler,
A. Shafarenko,
M.J. Loomes,
R.G. Adams
and
N. Davey
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Structured connectivity in an associative memory model. (2004)
S.P. Turvey,
S. Hunt,
R. Frank,
R.G. Adams
and
N. Davey
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