David MacKay
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Environment and Energy 
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Information Theory 
·Textbook 
·Gallager codes & MN codes 
·Theory of Sparse Graph codes 
·Regular Gallager codes 
·Irregular Gallager codes 
·Turbo codes  
·Insertions and deletions 
·Quantum Codes 
·Cryptanalysis and Coding 
·Discussion documents 
·More Message-Passing 
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Probabilistic Data Modelling 
·PhD thesis 
·Bayes for neural networks 
·ICA & Latent Variable Models 
·Bayes FAQ 
·Bayesian computations 
·Monte Carlo methods 
·Variational methods 
·Gaussian processes 
·Language, Proteins, Density nets 
·Images, Radar, Neuroscience « 
·Materials science 
·Decision theory, Fair Elections 
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Human-computer Interfaces 
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Computational Neuroscience 
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Evolution and Molecular Biology  
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Miscellaneous work 
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Errata 
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Software and Files 
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Recommendations 
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Any Problems? 


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Modelling of images and radar

nn_im_decon.ps.gz, | PDF | | DJVU | abstract | ps mirror, Canada |
`Neural Network Image Deconvolution', by John E. Tansley, Martin J. Oldfield and David J.C. MacKay
radar3.ps.gz. | PDF | | DJVU | abstract | ps mirror, Canada |
`Bayesian analysis of linear phased-array radar' by A.G. Green and D.J.C. MacKay.
i3.ps.gz (494K). | PDF | | DJVU | abstract | ps mirror, Canada |
A. Barnett and D. MacKay: `Bayesian Comparison of Models for Images'.

Neuroscience Data Analysis

newint.ps.gz. | PDF | | DJVU | abstract. | <- UK | Canada -> | newint.ps.gz. abstract.
D. MacKay and R. Takeuchi: `Interpolation models with multiple hyperparameters'. (Published in Statistics and Computing)
The spatial arrangement of cones in the fovea: Bayesian analysis (unpublished research note, 25.3.1993, discussing data of Mollon and Bowmaker - Are cones arranged randomly in the retina?)
(7 pages) cones.ps | cones.pdf
shuffle.ps.gz. | PDF | | DJVU | abstract. | <- UK | Canada -> | shuffle.ps.gz. abstract.
` A Comment on Data Shuffling '.
by David J. C. MacKay, Christopher deCharms and Virginia R. de Sa.
cnssumm.ps.gz. | PDF | <- UK | USA -> | | DJVU | <- UK | USA -> | Ginny's site |
Old draft: bridge.ps.gz. abstract. | <- UK | Canada -> | bridge.ps.gz. abstract.
` Model fitting as an Aid to Capacitance Compensation and Bridge Balancing in Neuronal Recording '.
by David J. C. MacKay and Virginia R. de Sa. - Publication details:
de Sa, V.R., & MacKay, D.J.C. (2001). Model fitting as an Aid to Bridge Balancing in Neuronal Recording. Neurocomputing (special issue devoted to Proceedings of the CNS 2000 meeting) Vol38-40, 1651-1656.
  • Time-warp-invariant computation with action potentials: Deductions about the Hopfield-Brody Mouse by David MacKay and Seb Wills
    In December 2000, the Inference Group won Hopfield and Brody's `mouse brain' competition.

  • The Inference Group is supported by the Gatsby Foundation
    and by a partnership award from IBM Zurich Research Laboratory
    David J.C. MacKay
    Site last modified Wed Nov 12 17:38:44 GMT 2014