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Abstract: We explore the computational power of formal models for computation with pulses. Such models are motivated by realistic models for biological neurons, and by related new types of VLSI ("pulse stream VLSI"). In preceding work it was shown that the computational power of formal models for computation with pulses is quite high if the pulses arriving at a computational unit have an approximately linearly rising or linearly decreasing initial segment. This property is satisfied by common models for... (Update)
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...to facilitate its analysis and computer simulation. A cell is modeled as a highly idealized integrate and fire neuron (e.g. see Maass Ruf, 1999). The spatio temporal integration of activity arriving at the synapses of a postsynaptic cell is modeled as follows: The...
.... biophysically detailed simulations (e.g. using GENESIS [4] and NEURON [7] A cell is abstracted as an integrate and fire neuron (e.g. see [11]) and the spatio temporal integration of activity arriving at a cell is modeled as follows: Let ##### refer to the weight of...
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BibTeX entry: (Update)
Maass, W. & Ruf, B. (1999) On Computation with Pulses. Information and Computation, 148, 202-218. http://citeseer.ist.psu.edu/maass99computation.html More
@article{ maass00computation,
author = "Wolfgang Maass",
title = "On Computation with Pulses",
journal = "Electronic Colloquium on Computational Complexity (ECCC)",
number = "038",
year = "2000",
url = "citeseer.ist.psu.edu/maass99computation.html" }
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