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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Computational Neuroscience

Analysis of Linsker's simulations of Hebbian rules. (D. J. C. MacKay and K. D. Miller)
Network 1, 257-298. [pdf file]
Here is a text-only version of this paper (postscript). Here is a tar file of gzip-ed tiff or postscript files of the figures. More information.

The Role of Constraints in Hebbian Learning. (Kenneth D. Miller and David J.C. MacKay)
More information and pointers to a technical report. postscript (UCSF,USA) | postscript (Cambridge,UK).
Hyperacuity and Coarse Coding - a short paper that I never got round to publishing
postscript | PDF | | DJVU | | dvi | Abstract | | ps mirror, Canada | dvi mirror, Canada |
timing.ps.gz. | <- UK | Canada -> | | PDF | | DJVU | timing.ps.gz.
` Associative memory using action potential timing '.
Roland Muller, David MacKay and Andreas Herz
advance.ps.gz. | PDF | | DJVU | abstract. | <- UK | Canada -> | advance.ps.gz. abstract.
` Time Warp Invariance by Recoding Time Delays into Time Delays '.
Unpublished research note, March 1996.
spike_inf.ps.gz. | PDF | | DJVU | abstract. | <- UK | Canada -> | spike_inf.ps.gz. abstract.
` Hierarchical Odor or Speech Recognition - Bayesian Inference embodied in Neuronal Spikes '.
Unpublished research note, March 1996.
Computation with action potentials: Deductions about the Hopfield-Brody Mouse (html document)
David MacKay and research group.
October 2000.

See also the Neuroscience Data Analysis page.


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