IEEE - Institute of Electrical and Electronics Engineers, Inc. - Learning encoding and decoding filters for data representation with a spiking neuron

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)

Author(s): M. Gutmann ; A. Hyvarinen ; K. Aihara
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2008
Conference Location: Hong Kong, China
Conference Date: 1 June 2008
Page(s): 243 - 248
ISBN (CD): 978-1-4244-1821-3
ISBN (Paper): 978-1-4244-1820-6
ISSN (Paper): 1098-7576
DOI: 10.1109/IJCNN.2008.4633797
Regular:

Data representation methods related to ICA and sparse coding have successfully been used to model neural representation. However, they are highly abstract methods, and the neural encoding does not... View More

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