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A recurrent neural network with ever changing synapses | | M. Heerema
; W.A. van Leeuwen
; | | Date: |
23 Feb 2000 | | Journal: | J. Phys. A: Math. Gen. 33 (2000) | | Subject: | Disordered Systems and Neural Networks | cond-mat.dis-nn q-bio | | Abstract: | A recurrent neural network with noisy input is studied analytically, on the basis of a Discrete Time Master Equation. The latter is derived from a biologically realizable learning rule for the weights of the connections. In a numerical study it is found that the fixed points of the dynamics of the net are time dependent, implying that the representation in the brain of a fixed piece of information (e.g., a word to be recognized) is not fixed in time. | | Source: | arXiv, cond-mat/0002360 | | Services: | Forum | Review | PDF | Favorites | |
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