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Electronic Colloquium on Computational Complexity

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Reports tagged with analog noise:
TR97-051 | 11th November 1997
Pekka Orponen

On the Effect of Analog Noise in Discrete-Time Analog Computations

We introduce a model for analog computation with discrete
time in the presence of analog noise
that is flexible enough to cover the most important concrete
cases, such as noisy analog neural nets and networks of spiking neurons.
This model subsumes the classical ... more >>>

TR97-052 | 11th November 1997
Eduardo D. Sontag

Analog Neural Nets with Gaussian or other Common Noise Distributions cannot Recognize Arbitrary Regular Languages

We consider recurrent analog neural nets where the output of each
gate is subject to Gaussian noise, or any other common noise
distribution that is nonzero on a large set.
We show that many regular languages cannot be recognized by
networks of this type, and
more >>>

ISSN 1433-8092 | Imprint