Relationship between place code and temporal code theory
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The stimuli were synthesized tones presented through a loudspeaker, and recipients used the Advanced Combinational Encoder ACE sound coding strategy on their own sound processors.
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Relationship between place code and temporal code theory | The FFT filters with center frequencies from to Hz were allocated to the eight lowest frequency most apical electrodes Figure 1. Consistently, Fig. Over time, the different points on the membrane move up and down indicated by the 3 curves in the bottom panel of the figure. Do you think there might be differences in the way that parents approach these decisions depending on whether or not they are also deaf? The top left panel shows the original i. This decomposition of the response into different neural channels is very similar to what we saw with the swinging pendulum. The contour of a melody is defined as the sequence of up or down changes in pitch, i. |
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Relationship between place code and temporal code theory | Although our results do not directly address phase precession mechanisms, they provide insights into previously proposed models. Figure 3A shows the spatial histogram of mean spiking phases. Sensorineural hearing loss can be caused by many factors, such as aging, head or acoustic trauma, infections and diseases such as measles or mumpsmedications, environmental effects such as noise exposure noise-induced hearing loss, as shown in Figure 5. Combinations sums of high plus low frequency tones result in sums of high and low frequency modulations in the cochlear microphonic electrical signal. But what about sounds that are not simple pure tones. The order of the runs was randomized by center frequency and then modulation rate, so that both modulation rates were tested before continuing to the next center frequency condition. Melodies used in the modified melodies test. |
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While this is a very intuitive explanation, we detect such a broad range of frequencies 20—20, Hz that the frequency of action potentials fired by hair cells cannot account for the entire range. There is a point at which a cell cannot fire any faster Shamma, Figure 5. The timing code is created by phase locking. Credit: Cheryl Olman. Provided by: University of Minnesota. License: CC BY 4. Hair cells that are in the base portion of the basilar membrane would be labeled as high-pitch receptors, while those in the tip of basilar membrane would be labeled as low-pitch receptors Shamma, In reality, both place coding and the timing code contribute to pitch perception.
At frequencies up to about Hz, it is clear that both the rate of action potentials and place contribute to our perception of pitch. However, higher frequency sounds are encoded using place cues Shamma, It assumes that any excitation of that particular place gives rise to a specific pitch. This figure shows an illustration of how place code theory relates to what we have learned about the frequency tuning in the cochlea.
For a low frequency tone top row , the largest motion is at position 1 along the basilar membrane. Hence, there are action potentials in auditory nerve fibers connected to position 1. For a high frequency tone, the largest motion is at position 2 so there are action potentials in auditory nerve fibers connected to position 2. Temporal Code Theory: According to temporal code theory, the location of activity along the basilar membrane is irrelevant.
Rather, pitch is coded by the firing rates of nerve cells in the audotry nerve. In principle, this makes a lot of sense. A low frequency tone causes slow waves of motion in the basilar membrane and that might give rise to low firing rates in the auditory nerve. A high frequency tone causes fast waves of motion in the basilar membrane and that might give rise to high firing rates.
This figure shows an illustration of how temporal code theory relates to the cochlea. Both the low and high frequencies evoke responses at both positions, but there are more action potentials in response to the high frequency. However, there's a problem with temporal code. The ear is sensitive to frequencies from about 20 Hz up to 20, Hz.
But a single nerve cell can not signal at a rate of 20, Hz. Therefore, the possibility of a temporal code accounting for the detection of the pitch of a 20, Hz tone seems impossible because no nerve cells can conduct that many impulses per second.
And, in fact, Hallowell Davis, in the s, showed that the maximum response rate of auditory neurons in the cat is about action potentials per second. Cochlear Microphonic: The cochlear microphonic is a discovery that cast doubt on Helmholtz's place code and supports the temporal code theory. It was discovered by Wever. The cochlear microphonic is a small electrical signal that can be measured by an electrode placed near the hair cells of the cochlea.
We now know that the cochlear microphonic arises from the sum of electrical potentials in the hair cells of the cochlea. It mimics the form of the sound pressure waves that arrive at the ear. Low frequency tones result in low frequency modulations of the cochlear microphonic electrical signal.
High freq tones result in high freq modulations of the electrical signal. Combinations sums of high plus low frequency tones result in sums of high and low frequency modulations in the cochlear microphonic electrical signal.
In fact, the cochlear microphonic is a shift-invariant linear system that obeys the scalar, additivity, and shift-invariance rules. Volley Principle: The volley principle reconciles the fact that the cochlear microphonic mimics the sound pressure waves with the implausibility of the temporal code. Wever suggested that while one neuron alone could not carry the temporal code for a 20, Hz tone, 20 neurons with staggered firing rates could.
Each neuron would respond on average to every 20th cycle of the pure tone, and the pooled neural responses would jointly contain the information that a 20, hz tone was being presented. Phase Locking is an empirical observation that supports the volley principle.
When auditory nerve neurons fire action potentials, they tend to respond at times corresponding to a peak in the sound pressure waveform, i. The result of this is that there are a bunch of neurons firing near the peak of each and every cycle of a pure tone. No individual neuron can respond to every cycle of a sound signal, so different neurons fire on successive cycles. Nonetheless, when they do respond they tend to fire together.
Why is phase locking important? What you need for temporal code theory, and to explain the cochlear microphonic is for the neural activity to look just like the sound pressure waveform. Wever's temporal code theory based on the volley principle was a clear rejection of Helmholtz's Place Code Theory, and it was backed up by compelling data cochlear microphonic and phase locking. Wever said that the particular neuron that was signalling was not important, but instead, the way in which the neurons signalled together contained the information as to the pitch of the sound.
How might you test thest two alternative hypotheses? White's Cochlear Implants: Professor John White of the electrical engineering Department at Stanford did some experiments that directly addressed these 2 alternative hypotheses. The ultimate goal of his research was to produce cochlear implants to make up for some kinds of hearing loss. There are many such diseases, including one fairly common one called Meniere's disease, that can poison and destroy the hair cells in the inner ear, while leaving the auditory nerve and the rest of the auditory system intact.
What we would like to do for these patients is to send a signal directly to the auditory nerve that will effectively substitute for the signal that the auditory nerve would be receiving were the system fully intact. White's early experiments with cochlear implants were designed to test the place and temporal code theories of pitch perception. White implanted four electrodes located at different positions along the basilar membrane. He tested the two theories by delivering different types of electrical stimuli to his observer and asking the observer to estimate the pitch of the signal delivered by the prosthetic device.
He varied the signal in two ways. First, he varied which of the four electrodes was used for stimulation. By measuring the dependence of pitch on which electrode was being stimulated he could test the place code theory. Second, White varied the rate of the electrical stimulation. He stimulated either with a low frequency series of electrical pulses through one of the electrodes, or with high frequency series of pulses through the same electrode.
By measuring the dependence of pitch on the frequency of electrical stimulation he could test the temporal code theory. As it turns out, both mechanisms play a role in pitch perception. As the stimulating frequency is increased, the subject tends to report a higher pitch. This continues over a significant range, up to a maximum of about hz.
At that point, the rate of stimulation on the electrode does not seem to influence the subject's judgement. The perceived pitch also depends on which electrode was doing the stimulating, i. In fact, this makes sense. Place coding is weak below Hz because of a broad pattern of oscillation of the basilar membrane at low frequencies look back at the figure near the beginning of the lecture showing the envelope of basilar membrane motion for low frequencies.
The temporal code works best at low frequencies because fibers can phase lock most easily for low frequencies. Caveat: the patient reported that these electrical stimulations did not sound particuarly like tones, but rather they sounded like a noisy kind of buzzing.
The buzzing could appear to be at different pitches. But it was, nonetheless, a buzz rather than a clear tone with a distinct pitch. Virtual Pitch Construct a sound that is made by adding pure tones with frequencies , , , and so on. The Hz component is called the base or fundamental frequency of the tone complex, and the other frequencies are called the higher harmonics.
Most sound sources your vocal tract, musical instruments produce sounds like this. The higher harmonics come along for the ride. Imagine that you perform the following experiment. Present the tone complex pictured in a , then present a pure tone, and ask the observer to set the frequency of the pure tone so that its pitch matches the frequency of the tone-complex.
This is an example of a matching experiment. The perceived pitch of this tone complex is very much the same as a pure tone with the same fundamental frequency Hz. Next repeat this experiment using the tone complex pictured in b which has a fundamental frequency of Hz and harmonics at multiples of that fundamenatal Hz, Hz. The perceived pitch of this tone complex is again the same as a pure tone with the same fundamental frequency Hz this time.
Now take the original tone complex with Hz fundamental and harmonics and remove subtract out the Hz component, as pictured in c.
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But a single nerve cell can not signal at a rate of 20, Hz. Therefore, the possibility of a temporal code accounting for the detection of the pitch of a 20, Hz tone seems impossible because no nerve cells can conduct that many impulses per second. And, in fact, Hallowell Davis, in the s, showed that the maximum response rate of auditory neurons in the cat is about action potentials per second. Cochlear Microphonic: The cochlear microphonic is a discovery that cast doubt on Helmholtz's place code and supports the temporal code theory.
It was discovered by Wever. The cochlear microphonic is a small electrical signal that can be measured by an electrode placed near the hair cells of the cochlea. We now know that the cochlear microphonic arises from the sum of electrical potentials in the hair cells of the cochlea. It mimics the form of the sound pressure waves that arrive at the ear.
Low frequency tones result in low frequency modulations of the cochlear microphonic electrical signal. High freq tones result in high freq modulations of the electrical signal. Combinations sums of high plus low frequency tones result in sums of high and low frequency modulations in the cochlear microphonic electrical signal. In fact, the cochlear microphonic is a shift-invariant linear system that obeys the scalar, additivity, and shift-invariance rules.
Volley Principle: The volley principle reconciles the fact that the cochlear microphonic mimics the sound pressure waves with the implausibility of the temporal code. Wever suggested that while one neuron alone could not carry the temporal code for a 20, Hz tone, 20 neurons with staggered firing rates could. Each neuron would respond on average to every 20th cycle of the pure tone, and the pooled neural responses would jointly contain the information that a 20, hz tone was being presented.
Phase Locking is an empirical observation that supports the volley principle. When auditory nerve neurons fire action potentials, they tend to respond at times corresponding to a peak in the sound pressure waveform, i. The result of this is that there are a bunch of neurons firing near the peak of each and every cycle of a pure tone. No individual neuron can respond to every cycle of a sound signal, so different neurons fire on successive cycles.
Nonetheless, when they do respond they tend to fire together. Why is phase locking important? What you need for temporal code theory, and to explain the cochlear microphonic is for the neural activity to look just like the sound pressure waveform. Wever's temporal code theory based on the volley principle was a clear rejection of Helmholtz's Place Code Theory, and it was backed up by compelling data cochlear microphonic and phase locking.
Wever said that the particular neuron that was signalling was not important, but instead, the way in which the neurons signalled together contained the information as to the pitch of the sound. How might you test thest two alternative hypotheses? White's Cochlear Implants: Professor John White of the electrical engineering Department at Stanford did some experiments that directly addressed these 2 alternative hypotheses. The ultimate goal of his research was to produce cochlear implants to make up for some kinds of hearing loss.
There are many such diseases, including one fairly common one called Meniere's disease, that can poison and destroy the hair cells in the inner ear, while leaving the auditory nerve and the rest of the auditory system intact. What we would like to do for these patients is to send a signal directly to the auditory nerve that will effectively substitute for the signal that the auditory nerve would be receiving were the system fully intact.
White's early experiments with cochlear implants were designed to test the place and temporal code theories of pitch perception. White implanted four electrodes located at different positions along the basilar membrane. He tested the two theories by delivering different types of electrical stimuli to his observer and asking the observer to estimate the pitch of the signal delivered by the prosthetic device.
He varied the signal in two ways. First, he varied which of the four electrodes was used for stimulation. By measuring the dependence of pitch on which electrode was being stimulated he could test the place code theory.
Second, White varied the rate of the electrical stimulation. He stimulated either with a low frequency series of electrical pulses through one of the electrodes, or with high frequency series of pulses through the same electrode. By measuring the dependence of pitch on the frequency of electrical stimulation he could test the temporal code theory.
As it turns out, both mechanisms play a role in pitch perception. As the stimulating frequency is increased, the subject tends to report a higher pitch. This continues over a significant range, up to a maximum of about hz. At that point, the rate of stimulation on the electrode does not seem to influence the subject's judgement. The perceived pitch also depends on which electrode was doing the stimulating, i. In fact, this makes sense. Place coding is weak below Hz because of a broad pattern of oscillation of the basilar membrane at low frequencies look back at the figure near the beginning of the lecture showing the envelope of basilar membrane motion for low frequencies.
The temporal code works best at low frequencies because fibers can phase lock most easily for low frequencies. Caveat: the patient reported that these electrical stimulations did not sound particuarly like tones, but rather they sounded like a noisy kind of buzzing. The buzzing could appear to be at different pitches.
But it was, nonetheless, a buzz rather than a clear tone with a distinct pitch. Virtual Pitch Construct a sound that is made by adding pure tones with frequencies , , , and so on. The Hz component is called the base or fundamental frequency of the tone complex, and the other frequencies are called the higher harmonics. Most sound sources your vocal tract, musical instruments produce sounds like this. The higher harmonics come along for the ride. Imagine that you perform the following experiment.
Present the tone complex pictured in a , then present a pure tone, and ask the observer to set the frequency of the pure tone so that its pitch matches the frequency of the tone-complex. This is an example of a matching experiment. The perceived pitch of this tone complex is very much the same as a pure tone with the same fundamental frequency Hz.
Next repeat this experiment using the tone complex pictured in b which has a fundamental frequency of Hz and harmonics at multiples of that fundamenatal Hz, Hz. The perceived pitch of this tone complex is again the same as a pure tone with the same fundamental frequency Hz this time. Now take the original tone complex with Hz fundamental and harmonics and remove subtract out the Hz component, as pictured in c.
The lowest frequency is now Hz, so you might think that perceived pitch of this new tone complex would match that of an Hz pure tone. Surprisingly, observers still match the complex with a pure tone of Hz. This is a challenge to Helmholtz's place theory because the tone complex in c does not contain any energy that would stimulate the auditory nerve at the point where a tone of Hz would stimulate the nerve. If pitch is encoded by position alone, then how can these two yield the same pitch? This is also a challenge to Wever's volley theory, because there is no energy or oscillation in the tone complex at Hz, i.
However, neither theory provides a complete explanation of pitch perception. Even though it is a seemingly simple perceptual attribute, pitch is not currently fully understood. If you shift the tone complex to higher frequencies e.
Note that this manipulation is a bit odd in that the tones of the new complex are no longer exact harmonics of Hz or any frequency near Hz. Roger Shepard and others having taken advantage of residual pitch to produce an auditory illusion that gives the sensation of a sound that continuously changes in pitch, rising or falling forever.
The intensity of each component is specified by an amplitude envelope that tapers off at very high and low frequencies. The frequency components then shift upward gradually, increasing in frequency over time, but with the amplitude of each component constrained to be that specified by the fixed, non-shifting envelope. As a result, the low frequency tones gradually increase in amplitude and the high frequency tones gradually decrease in amplitude, as they all shift up in frequency.
When one tone falls off the top note that its amplitude has been reduced to zero by then , a new one is added down at the bottom initially with zero amplitude, but gradually increasing. Be able to describe why place coding is necessary. Different frequencies of sound waves are associated with differences in our perception of the pitch of those sounds.
Low-frequency sounds are lower-pitched, and high-frequency sounds are higher pitched. Several theories have been proposed to account for how the auditory system differentiates various pitches. First, time coding of pitch perception asserts that frequency is coded by the activity level of a sensory neuron.
This would mean that a given hair cell would fire action potentials related to the frequency of the sound wave. Different neurons respond to different cycles of sound; when action potentials fire, they fire at the same place in the cycle. Added together, the population of the different neurons as a whole represents the entire waveform. While this is a very intuitive explanation, we detect such a broad range of frequencies 20—20, Hz that the frequency of action potentials fired by hair cells cannot account for the entire range.
There is a point at which a cell cannot fire any faster Shamma, Figure 5.
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