Main.NetworkArchitecture History
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J.B. Pollack (1990). Recursive Distributed Representations. ''Artificial Intelligence 46(1)'', 77-105.
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J.B. Pollack (1990). Recursive Distributed Representations. ''Artificial Intelligence'', 46(1), 77-105.
Changed lines 17-18 from:
J.B. Pollack (1990). Recursive Distributed Representations. ''Artificial Intelligence 46(1)'', 77-105, 1990.
to:
J.B. Pollack (1990). Recursive Distributed Representations. ''Artificial Intelligence 46(1)'', 77-105.
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Tony PLate (1991). Holographic Reduced Representations: Convolution Algebra for Compositional Distributed Representations. ''Proceedings of the 12th International Joint Conference on Artificial Intelligence, Sydney, Australia, August 1991''
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Tony Plate (1991). Holographic Reduced Representations: Convolution Algebra for Compositional Distributed Representations. ''Proceedings of the 12th International Joint Conference on Artificial Intelligence, Sydney, Australia, August 1991''
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!Distributed representations
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!Distributed representations for processing compositional structure
!!Tensor product (Smolensky)
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Tony PLate (1991). Holographic Reduced Representations: Convolution Algebra for Compositional Distributed Representations. ''Proceedings of the 12th International Joint Conference on Artificial Intelligence, Sydney, Australia, August 1991''
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!!Binary Splatter Codes (BSC) - Kanerva
Kanerva, P. (1996). Binary spatter-coding of ordered K-tuples. In C. von der Malsburg, W. von Seelen, J.C. Vorbrüggen, and B. Sendhoff (Eds.), ''Artificial Neural Networks'' (Proc. ICANN '96, Bochum, Germany), 869--873.
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media:circular-convolution.jpg
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!!Holographic Reduced Representations (HRR)
http://citeseer.ist.psu.edu/60152.html
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!!Recursive Auto-Associative Memory (RAAM)
J.B. Pollack (1990). Recursive Distributed Representations. ''Artificial Intelligence 46(1)'', 77-105, 1990.
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media:raam-1.gif
media:raam-2.gif
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media:raam1.gif
media:raam2.gif
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!Distributed representations
media:raam-1.gif
media:raam-2.gif
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!Different types of neural networks
!!Feed-forward network
http://www.mind.ilstu.edu/images/PDP_3LFFN_1.GIF
!!Recurrent network
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!Recurrent networks
media:recurrent-net.jpg
[[Category.Mind]]