Associative Memories by Reaping Redundant Neurons
نویسندگان
چکیده
منابع مشابه
Randomly connected sigma-pi neurons can form associative memories
A set of sigma-pi units randomly connected to two input vectors forms a disorganized type of hetero-associative memory related to convolutionand matrix-based associative memories. Associations are represented as patterns of activity rather than connection strengths. Decoding the associations requires another network of sigma-pi units, with connectivity dependent on the encoding network. Learnin...
متن کاملEpisodic associative memories taught by evolutionary algorithm
The paper analyses possibilities of episodic multi-winner multi-directional associative memory taught by evolutionary algorithm. This kind of memory allows to store and recall more complex associations, like episode-to-episode.
متن کاملBipolar spectral associative memories
Nonlinear spectral associative memories are proposed as quantized frequency domain formulations of nonlinear, recurrent associative memories in which volatile network attractors are instantiated by attractor waves. In contrast to conventional associative memories, attractors encoded in the frequency domain by convolution may be viewed as volatile online inputs, rather than nonvolatile, off-line...
متن کاملReasoning with Associative Memories
Reasoning is, undoubtedly, an important biological activity. Emerged at some point of biological evolution, reasoning is a neural function with a decisive role for the kind of life style that the human beings have developed. The knowledge of the external world, in fact one of the highlights of human culture, is a direct consequence of the capacity of reasoning. Let me quote some of Alfred Lotka...
متن کاملReflexive Associative Memories
In the synchronous discrete model, the average memory capacity of bidirectional associative memories (BAMs) is compared with that of Hopfield memories, by means of a calculat10n of the percentage of good recall for 100 random BAMs of dimension 64x64, for different numbers of stored vectors. The memory capac1ty Is found to be much smal1er than the Kosko upper bound, which Is the lesser of the tw...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Progress of Theoretical Physics Supplement
سال: 2005
ISSN: 0375-9687
DOI: 10.1143/ptps.157.262