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Neural Decoding with Kernel-based Metric Learning

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Name		Name	Last commit message	Last commit date
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CAML.m		CAML.m
CAML_approx.m		CAML_approx.m
LICENSE		LICENSE
README.md		README.md
cmd_simple_test.m		cmd_simple_test.m

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Neural Decoding with Kernel-based Metric Learning

Austin J. Brockmeier, John S. Choi, Evan G. Kriminger, Joseph T. Francis, and Jose C. Principe

Neural Computation, Vol. 26, No. 6, pp. 1080-1107, June 2014

DOI:10.1162/NECO_a_00591
(author PDF)

MATLAB code:

cmd_simple_test.m is a test script

CAML.m is the metric learning optimization algorithm for a batch of data.

CAML_approx.m uses mini-batches for large datasets with vectors in Euclidean space.

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