Examples of using Rate coding in English and their translations into Portuguese
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Rate coding is sometimes called frequency coding. .
Population coding is also much faster than rate coding and can reflect changes in the stimulus conditions nearly instantaneously.
Rate coding was originally shown by ED Adrian and Y Zotterman in 1926.
Any individual neuron is too noisy to faithfully encode the variable using rate coding, but an entire population ensures greater fidelity and precision.
During rate coding, precisely calculating firing rate is very important.
Research on mammalian gustatory system has shown that there is an abundance of information present in temporal patterns across populations of neurons, andthis information is different from that which is determined by rate coding schemes.
Thus, the time-dependent firing rate coding relies on the implicit assumption that there are always populations of neurons.
Rate coding models suggest that these irregularities are noise, while temporal coding models suggest that they encode information.
The modifications can themselves depend not only on spike rates( rate coding) but also on spike timing patterns(temporal coding), i.e., can be a special case of spike-timing-dependent plasticity.
Rate coding is a traditional coding scheme, assuming that most, if not all, information about the stimulus is contained in the firing rate of the neuron.
Additionally, if low firing rates on the order of ten spikes per second must be distinguished from arbitrarily close rate coding for different stimuli, then a neuron trying to discriminate these two stimuli may need to wait for a second or more to accumulate enough information.
Whether neurons use rate coding or temporal coding is a topic of intense debate within the neuroscience community, even though there is no clear definition of what these terms mean.
In this way, both rate coding and temporal coding may be used in the gustatory system- rate for basic tastant type, temporal for more specific differentiation.
The rate coding model of neuronal firing communication states that as the intensity of a stimulus increases, the frequency or rate of action potentials, or"spike firing", increases.
I tried ten of these rate codes and all ten came up invalid.
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In other words,essential information could be lost due to the inability of the rate code to capture all the available information of the spike train.
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If r(t) varies slowly with time,the code is typically called a rate code, and if it varies rapidly, the code is called temporal.
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