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Harvard-MIT Division of Health Sciences and Technology HST.725: Music Perception and Cognition Prof. Peter Cariani Prof. Andy Oxenham Prof. Mark Tramo The Auditory System: Where it happens (first) www.cariani.com
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Page 1: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

Harvard-MIT Division of Health Sciences

and Technology

HST.725: Music Perception and Cognition

Prof. Peter Cariani

Prof. Andy Oxenham

Prof. Mark Tramo

The Auditory System: Where it happens (first)

www.cariani.com

Page 2: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

From cochlea to cortex

10,000k

500k

30k

3k

Primary auditory cortex

(Auditory forebrain)

Auditory thalamus

Inferior colliculus (Auditory midbrain)

Lateral lemniscus

Auditory brainstem

Auditory nerve (VIII)

Cochlea

Page 3: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception
Page 4: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

The auditory system: where it happens (first) • A crash course in neuroscience

– Nervous systems -- general functions

• perception, steering and coordination of action

– Reverse-engineering: what do you need to know to understand how it works?

– Neurons -- cells specialized for signaling

– Neural coding: how neurons convey information

– Neural representations and computations

– General plan of nervous systems - periphery & central (CNS)

• The auditory pathway -- anatomy, response properties, functions – Cochlea

– Auditory nerve

– Brainstem

– Midbrain (a.k.a. inferior colliculus, IC)

– Thalamus (a.k.a. medial geniculate body, MGB)

– Auditory cortex

– Other cortical territories

Page 5: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

Basic auditory qualities

Dimensions of auditory perception

Pitch Location

LoudnessTimbre

TEMPORAL EVENT

STRUCTURE Meter, sequence

FUSION

Grouping into separate objects Temporal co-occurrence

harmonic structure John Lurie

Car Cleveland

Music from Stranger than Paradise

Page 6: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

The problem of reverse-engineering Given a vastly complicated device engineered by an advanced alien civilization (or wartime enemy) whose technology you don’t understand, figure out:

1. What the device is for (what’s its function)

2. How it works (what are the functional principles underlying its operation?) 3. How other devices can be built using the same functional principles.

How does the brain work?

What are the signals?

How are they processed?

Page 7: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

What is it for and how does it work?

What do you need to know to

understand how this device works?

Neural coding:

What is the nature of the

signals in the wires?

Purpose(s), function(s)

Parts-lists; What parts are essential?

Wiring diagrams: interconnections

Knowledge that helps:

How do the individual elements operate?

Page 8: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

Perception & action: receptors, interneurons &

effectors

The organism

THE BRAIN AS A NETWORK OF NEURONS

Environment

ReceptorsEffectorsCNS

Page 9: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

McCulloch’s

internal and

external loops

Continuous Line

Nervous, Somatic or Environmental

portion of path

Broken Line

Nervous portion of path

Drome

EffectorReceptor

Efferent peripheral

neuronExcitatory

Synapse

Afferent peripheral

neuron

C.N.S.

Page 10: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

Neurons

Please see information about Santiago Ramón y Cajal and his

neuroanatomical slides (http://www.psu.edu/nasa/cajal2.htm)

Page 11: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

Neurons as signaling elements

Dendrites Soma (cell body) Axon Synapses

Page 12: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

Neuron types

Page 13: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

Comparative neuroanatomy

Page 14: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

General plan of the vertebrate nervous system

Page 15: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

C Neural pulse codes Average discharge rate

Rate-channel codes

Interspike interval code

Multiplexed intervals

Temporal pattern Higher-order interval pattern codes

Burst length, interburst interval

Spike latency

reference times

Time- PST or latency pattern of-arrival

codes

Interneural synchrony

Codes are defined in terms

of their functional roles

What spike train messages

have the same meanings? (functional equivalence classes)

What constitutes

a difference

that makes a difference?

Temporal codes are neural

codes in which timings of

spikes relative to each other

are essential to their

interpretation.

Page 16: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

Temporal pattern codes

Interspike interval code

Temporal Multiple intervals in same spike train pattern codes

Higher-order interval pattern

.2

Phase-locking in auditoryl neurons Phase-locking in visual neurons

Cat auditory nerve fibers, 250 Hz tone (Horseshoe crab ommatidium, 5-15 Hz flashes)

Miller, Ratliff, and Hartline. "How Cells Receive Stimuli."

Scientific American 215, no.3 (1961): 222-238.

Adapted from:

.1

.08

Tone

Spikes

Page 17: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

Ascending

auditory

pathway

Page 18: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception
Page 19: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

Ear

Page 20: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

Ear and cochlea

Tympanic Membrane

Stapes on Oval Window

Cochlear Base

Scala Vestibuli

Basilar Membrane

Re

lativ

eA

mp

litud

e

Scala Tympani“Unrolled” Cochlea

Cochlear Apex

Helicotrema

Narrow Base of

Basilar Membrane

is “tuned” for high

frequencies

Wider apex is

“tuned” for low

frequencies

Distance from Stapes (mm)

1600 Hz

800 Hz

400 Hz

200 Hz

100 Hz

50 Hz

25 Hz

0 10 20 30

Traveling waves along the cochlea. A

traveling wave is shown at a given instant

along the cochlea, which has been uncoiled

for clarity. The graphs profile the amplitude

of the traveling wave along the basilar

membrane for different frequencies, and

show that the position where the traveling

wave reaches its maximum amplitude varies

directly with the frequency of stimulation.

(Figures adapted from Dallos, 1992 and

von Bekesy, 1960)

Page 21: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

Ear & Cochlea

Page 22: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

Cochlear anatomy

Fluid-filled spiral structure Travelling wave Place principle

Transmission of vibrations to hair cells embedded in bone Basilar

(basement) membrane Tectorial

(roof) membrane

Mechanical filtering Active amplifiers

(OHCs) Transduction of vibrations

into electrical currents (ion flows)

Initiation of spikes in auditory nerve

fibers (cochlear nerve) Afferents and

efferents

(The permission is granted, as long as you acknowledge the site, quoting its address (www.the-cochlea.info), authors (Rémy Pujolet al.) and affiliations (University Montpellier 1 and INSERM*); plus name of author of picture/drawing.)

Page 23: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

Cochlea

"Promenade 'round the Cochlea" These slides, animations, and tutorials on sound & hearing http://www.iurc.montp.inserm.fr/cric/audition/english/ear/fear.htm

Page 24: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

Cochlea

M. Lavigne-Rebillard

Cochlea from a human fetus ( 5 months of gestation)

"Promenade 'round the Cochlea" These slides, animations, and tutorials on sound & hearing http://www.iurc.montp.inserm.fr/cric/audition/english/ear/fear.htm

(The permission is granted, as long as you acknowledge the site, quoting its address (www.the-cochlea.info), authors (Rémy Pujolet al.) and affiliations (University Montpellier 1 and INSERM*); plus name of author of picture/drawing.)

Page 25: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

Cochlear hair cells Inner hair cells IHCs

"Promenade 'round the Cochlea" These slides, animations, and tutorials on sound & hearing http://www.iurc.montp.inserm.fr/cric/audition/english/ear/fear.htm

Outer hair cells

OHCs

(The permission is granted, as long as you acknowledge the site, quoting its address (www.the-cochlea.info), authors (Rémy Pujolet al.) and affiliations (University Montpellier 1 and INSERM*); plus name of author of picture/drawing.)

Page 26: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

IHCs & ANFs

Type I ANFs

myelinated (fast)

innervate inner hair cells

afferents: convey info.

to the CNS

Type II ANFs

unmyelinated (slow)

innervate outer hair cells

efferents: convey info.

from CNS to cochlea

Humans ~30k Type I ANFs ~3k IHCs

(The permission is granted, as long as you acknowledge the site, quoting its address (www.the-cochlea.info), authors (Rémy Pujolet al.) and affiliations (University Montpellier 1 and INSERM*); plus name of author of picture/drawing.)

Page 27: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

Width at Apex 0.5 mm

Width at Base 0.04 mm

Average Width 0.21 mm Basal Turn

0.34 mm Middle Turn

0.36 mm Apical TurnLength 32 mm

Diagram of the human basilar membrane showing the approximate positions of maximal

displacement to tones of different frequencies and changes in width going from the base

(near the stapes and oval window) to the apex (near the helicotrema). The ratio of width

to length is exaggerated to show more clearly the variation in width.

Adapted from Stuhlman, 1943.

Diagram of the Human Basilar Membrane

200

400

2000

1500

5000

7000

20,000

1000

4000

800 3000

600

(The permission is granted, as long as you acknowledge the site, quoting its address (www.the-cochlea.info), authors (Rémy Pujolet al.) and affiliations (University Montpellier 1 and INSERM*); plus name of author of picture/drawing.)

Page 28: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

The auditory pathway (CNS)

Primary auditory cortex (forebrain)

Auditory thalamus

Inferior colliculus

(midbrain)

Auditory brainstem

Page 29: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

ANFs

Page 30: Harvard-MIT Division of Health Sciences and …dspace.mit.edu/.../contents/lecture-notes/lecture4a.pdfHarvard-MIT Division of Health Sciences and Technology HST.725: Music Perception

Auditory nerve

10

1

Ch

ara

cte

ris

tic

fre

q.

(kH

z)

0 10 20 30 40 Peristimulus time (ms)

50


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