<p>The location of a sound is defined on three dimensions: distance, elevation, and azimuth. When the distance between a listener and a sound source is changed there is a change in the overall level as well as the relative levels of direct and reverberant sound energy. When the elevation is changed the overall level and the direct to reverberant ratio say roughly constant. The pinna, and to some extent the head and body, shape the spectrum of the sound in an elevation dependent way. This so called pinna filtering is typically talked about as introducing a notch in the spectrum, at around 8 kHz, and that the frequency of this notch varies with elevation. Changing the azimuth of a sound changes the relative levels at the two ears and the relative timing between the ears. The interaural level difference (ILD) arises from the head shadow effect, basically the head blocks some of the sound from reaching the "far" ear. The interaural time difference (ITD) is a result of differences in the distance the sound needs to travel; a sound coming from the side needs to travel about 0.5 ft further, which takes about 0.6 ms, to get to the "far" ear.</p>

<p>All the information the brain has about a sound comes from the auditory nerve. The firing rate of auditory neurons depend on the spectrum of the sound and the sound level. In addition to firing rate, auditory neurons have the remarkable ability to "phase lock" to a stimulus up to 1-2 kHz. How the brain decodes the pattern of firing rate and timing information across the neuron is not fully understood.</p>

<p>The lateral superior olive (LSO) has neurons that are responsible for extracting ILD cues. The neurons receive excitatory inputs from the ipsilateral ear and inhibatory inputs from the contralateral ear. This excitatory-inhibitory (EI) layout means the firing rate is essentially invariant to overall level, but changes with the ILD.</p>

<p>The medial superior olive (MSO) has neurons that are responsible for extracting ITD cues. The neruons receive excitatory inputs from both the ipsilateral and contralateral ears. The is specialized anatomy that preserves the timing of the neural firings such that these excitatory-excitatory (EE) neurons can act as a coincidence detector and only fire if they receive both ipsilateral and contralateral input at the same time. In some species there are intricate axonal "delay lines" that change the relative time of arrivals of the contralateral and ipsilateral inputs such that each MSO neuron is tuned to a particular ITD. <a href="http://www.nature.com/nature/journal/v417/n6888/full/417543a.html" rel="nofollow">Brand et al. (2002)</a> argue that fast inhibitory inputs are required for ITD tuning.</p>

<p>The dorsal cochlear nucleus (DCN) has neurons that are thought to be responsible for detecting spectral notches due to the convergence of both narrow band and wide band inhibitory inputs.</p>

<p>Sensitivity to changes in overall level is generally well predicted by the rate level (and to some extent timing) behaviour of the auditory nerve.</p>

<p>Not much work has looked at the neural processing of the direct to reverberant ratio.</p>

CC BY-SA 3.0
2014-09-09T10:37:42.933Z
2014-09-09T10:37:42.933Z
StrongBad
<p>Some neuroscience <strong>papers</strong> on sound localization:</p>

<ol>
<li>Joris Philip X, Smith Philip H, and Yin Tom C.T Coincidence Detection in the Auditory System // Neuron (1998)</li>
<li>Agmon-Snir Hagai, Carr Catherine E. and Rinzel John The role of dendrites in auditory coincidence detection // Nature (1998)</li>
<li>Trussell Laurence O. Synaptic mechanisms for coding timing in auditory neurons // Annual Review of Physiology (1999)</li>
<li>Grothe B., Pecka M., &amp; McAlpine D. Mechanisms of Sound Localization in Mammals // Physiological Reviews (2010) </li>
<li>Chen X, Leischner U, Rochefort NL, Nelken I, Konnerth A. Functional mapping of single spines in cortical neurons in vivo // Nature (2011) </li>
</ol>

<p><strong>Books</strong></p>

<ol>
<li>Blauert, J.: Spatial hearing: the psychophysics of human sound localization; MIT Press (1983)</li>
<li>Schnupp, Nelken and King: Auditory Neuroscience: Making Sense of Sound, MIT Press, 2011</li>
</ol>

CC BY-SA 3.0
2013-11-13T16:32:06.593Z
2013-11-13T16:37:16.423Z
2013-11-13T16:37:16.423Z
Uri
<p>From the physics(acoustics) perspective, the sensory input changes depending upon pitch. When you hear a sound that is high-pitched, your head blocks the sound wave, creating a sound shadow for the ear on the opposite side of your head from the sound source. This sound shadow means that your ears hear the sound at two different volumes, which the brain then uses to calculate direction.</p>

<p>For low-pitched sound, the distance between your ears creates a phase difference between the sound perceived in each ear. And that phase difference indicates sound direction. If I understand your question, it centered upon the brain's processing of this phase difference information.</p>

<p>For mixed-pitch sounds, you utilize both, which makes complex sounds even easier to locate.</p>

CC BY-SA 3.0
2014-03-15T07:45:17.853Z
2014-03-15T07:45:17.853Z
John Yetter
<p>What sort of computations are used for localising sound with the ears, and how does the brain compute the time difference between sounds reaching each ear? I am interested in the specific mechanisms rather than a general account. </p>

CC BY-SA 3.0
2013-11-13T16:48:45.630Z
I would focus the question more, and split it into two different ones. Since there is already an answer on sound localisation, I would suggest focusing this question on sound localisation (and making the title obviously reflect that). If you are still interested in velocity then I would ask that as a separate question on estimating velocity with a title that reflects the particulars.
Artem Kaznatcheev
CC BY-SA 3.0
2013-11-13T17:51:33.983Z
Thanks  I will edit it accordingly, sorry for the lack of clarity.
AAM
CC BY-SA 3.0
2013-11-13T20:57:14.003Z
I am still skeptical of the "without equations" bit,  but I changed my downvote to an upvote since this is a focused question now.
Artem Kaznatcheev
CC BY-SA 3.0
2013-11-13T21:35:36.020Z
Thank you for the guidance, I am new to this forum and your rules so I appreciate the advice!

I suppose what I mean is without formally (consciously?) going through them in your head - I presume approximations of the terms in the equations must exist. Perhaps the phrasing is a bit off, but I don't know the first thing about how it's done, which is why I'm asking.
AAM
<cognitive-psychology><computational-modeling><theoretical-neuroscience><auditory-discrimination><hearing>
How does the brain compute sound localisation without the equations?
AAM
# How does the brain compute sound localisation without the equations?

(Asked by: username_0 on 2013-11-13)

What sort of computations are used for localising sound with the ears, and how does the brain compute the time difference between sounds reaching each ear? I am interested in the specific mechanisms rather than a general account.

**Tags:** cognitive-psychology, computational-modeling, theoretical-neuroscience, auditory-discrimination, hearing

> **Comments:**
> **username_1**: I would focus the question more, and split it into two different ones. Since there is already an answer on sound localisation, I would suggest focusing this question on sound localisation (and making the title obviously reflect that). If you are still interested in velocity then I would ask that as a separate question on estimating velocity with a title that reflects the particulars.  
> **username_0**: Thanks  I will edit it accordingly, sorry for the lack of clarity.  
> **username_1**: I am still skeptical of the "without equations" bit,  but I changed my downvote to an upvote since this is a focused question now.  
> **username_0**: Thank you for the guidance, I am new to this forum and your rules so I appreciate the advice!  I suppose what I mean is without formally (consciously?) going through them in your head - I presume approximations of the terms in the equations must exist. Perhaps the phrasing is a bit off, but I don't know the first thing about how it's done, which is why I'm asking.  

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## 3 answers

### Answer by username_2 on 2014-09-09. Score: 4

The location of a sound is defined on three dimensions: distance, elevation, and azimuth. When the distance between a listener and a sound source is changed there is a change in the overall level as well as the relative levels of direct and reverberant sound energy. When the elevation is changed the overall level and the direct to reverberant ratio say roughly constant. The pinna, and to some extent the head and body, shape the spectrum of the sound in an elevation dependent way. This so called pinna filtering is typically talked about as introducing a notch in the spectrum, at around 8 kHz, and that the frequency of this notch varies with elevation. Changing the azimuth of a sound changes the relative levels at the two ears and the relative timing between the ears. The interaural level difference (ILD) arises from the head shadow effect, basically the head blocks some of the sound from reaching the "far" ear. The interaural time difference (ITD) is a result of differences in the distance the sound needs to travel; a sound coming from the side needs to travel about 0.5 ft further, which takes about 0.6 ms, to get to the "far" ear.

All the information the brain has about a sound comes from the auditory nerve. The firing rate of auditory neurons depend on the spectrum of the sound and the sound level. In addition to firing rate, auditory neurons have the remarkable ability to "phase lock" to a stimulus up to 1-2 kHz. How the brain decodes the pattern of firing rate and timing information across the neuron is not fully understood.

The lateral superior olive (LSO) has neurons that are responsible for extracting ILD cues. The neurons receive excitatory inputs from the ipsilateral ear and inhibatory inputs from the contralateral ear. This excitatory-inhibitory (EI) layout means the firing rate is essentially invariant to overall level, but changes with the ILD.

The medial superior olive (MSO) has neurons that are responsible for extracting ITD cues. The neruons receive excitatory inputs from both the ipsilateral and contralateral ears. The is specialized anatomy that preserves the timing of the neural firings such that these excitatory-excitatory (EE) neurons can act as a coincidence detector and only fire if they receive both ipsilateral and contralateral input at the same time. In some species there are intricate axonal "delay lines" that change the relative time of arrivals of the contralateral and ipsilateral inputs such that each MSO neuron is tuned to a particular ITD. [Brand et al. (2002)](http://www.nature.com/nature/journal/v417/n6888/full/417543a.html) argue that fast inhibitory inputs are required for ITD tuning.

The dorsal cochlear nucleus (DCN) has neurons that are thought to be responsible for detecting spectral notches due to the convergence of both narrow band and wide band inhibitory inputs.

Sensitivity to changes in overall level is generally well predicted by the rate level (and to some extent timing) behaviour of the auditory nerve.

Not much work has looked at the neural processing of the direct to reverberant ratio.


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### Answer by username_3 on 2013-11-13. Score: 4

Some neuroscience **papers** on sound localization:

1. Joris Philip X, Smith Philip H, and Yin Tom C.T Coincidence Detection in the Auditory System // Neuron (1998)
2. Agmon-Snir Hagai, Carr Catherine E. and Rinzel John The role of dendrites in auditory coincidence detection // Nature (1998)
3. Trussell Laurence O. Synaptic mechanisms for coding timing in auditory neurons // Annual Review of Physiology (1999)
4. Grothe B., Pecka M., & McAlpine D. Mechanisms of Sound Localization in Mammals // Physiological Reviews (2010)
5. Chen X, Leischner U, Rochefort NL, Nelken I, Konnerth A. Functional mapping of single spines in cortical neurons in vivo // Nature (2011)

**Books**

1. Blauert, J.: Spatial hearing: the psychophysics of human sound localization; MIT Press (1983)
2. Schnupp, Nelken and King: Auditory Neuroscience: Making Sense of Sound, MIT Press, 2011


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### Answer by username_4 on 2014-03-15. Score: 1

From the physics(acoustics) perspective, the sensory input changes depending upon pitch. When you hear a sound that is high-pitched, your head blocks the sound wave, creating a sound shadow for the ear on the opposite side of your head from the sound source. This sound shadow means that your ears hear the sound at two different volumes, which the brain then uses to calculate direction.

For low-pitched sound, the distance between your ears creates a phase difference between the sound perceived in each ear. And that phase difference indicates sound direction. If I understand your question, it centered upon the brain's processing of this phase difference information.

For mixed-pitch sounds, you utilize both, which makes complex sounds even easier to locate.


---

