On the Effect of Analog Noise in Discrete-Time Analog Computations
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چکیده
منابع مشابه
On the Effect of Analog Noise in Discrete-Time Analog Computations
Pekka Orponen Department of Mathematics University of Jyvaskylat We introduce a model for noise-robust analog computations with discrete time that is flexible enough to cover the most important concrete cases, such as computations in noisy analog neural nets and networks of noisy spiking neurons. We show that the presence of arbitrarily small amounts of analog noise reduces the power of analog ...
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We introduce a model for noise-robust analog computations with discrete time that is exible enough to cover the most important concrete cases, such as computations in noisy analog neural nets and networks of noisy spiking neurons. We show that the presence of arbitrarily small amounts of analog noise reduces the power of analog computational models to that of nite automata, and we also prove a ...
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We introduce a model for analog computation with discrete time in the presence of analog noise that is exible enough to cover the most important concrete cases, such as noisy analog neural nets and networks of spiking neurons. This model subsumes the classical model for digital computation in the presence of noise. We show that the presence of arbitrarily small amounts of analog noise reduces t...
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ژورنال
عنوان ژورنال: Neural Computation
سال: 1998
ISSN: 0899-7667,1530-888X
DOI: 10.1162/089976698300017359