petr janata: strong musical experiences and the brain

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October 10, 2013 Strong musical experiences and the brain Petr Janata Center for Mind and Brain UC Davis Music, Mind and Medicine: Creativity and Consciousness in Medical Care

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Page 1: Petr Janata: Strong Musical Experiences and the Brain

October 10, 2013

Strong musical experiences and the brain

Petr JanataCenter for Mind and Brain

UC Davis

Music, Mind and Medicine: Creativity and Consciousness in Medical Care

Page 2: Petr Janata: Strong Musical Experiences and the Brain

Strong experiences with music that people relate to and cherishMusic-evoked autobiographical memoriesA vehicle for nostalgia and other life-affirming

thoughts and emotions Individuals with Alzheimer’s disease remain very

responsive to music from their pastThe feeling of being “in the groove”The urge to move with the musicA sense of “being one” with the music or with

others with whom one is interacting during a musical experience

Page 3: Petr Janata: Strong Musical Experiences and the Brain

Our experiences with music involve many processes Multiple brain areas are expected to be involved and

interacting, e.g. when experiencing a music-evoked autobiographical memory.Perception - hearing the musicAction - singing along, forming expectationsVisual - mental images accompanying memories

or thoughts evoked by the musicMemory - retrieval of memory contentEmotion - nostalgia; enjoyment of a specific

piece or a particular genre

Page 4: Petr Janata: Strong Musical Experiences and the Brain

Two principles of functional brain organization

Principle 1: The brain is organized to support perception/action cycles

Principle 2: Complementary networks for orienting attention

Page 5: Petr Janata: Strong Musical Experiences and the Brain

Perception - Action Cycles

Attention

Memory

Perception Action

Overt movementsSwaying, clapping, singing

Covert movementsexpecting specific notes,

words, and sounds; singing along

Remembering the melody and words; autobiographical memories

Hearing the music

Listening for a specific melody or sound;guiding expectations and movements

Feeling movements

Page 6: Petr Janata: Strong Musical Experiences and the Brain

Principle 1: The brain is organized to support perception/action cycles

Fuster (2004) TICS

Page 7: Petr Janata: Strong Musical Experiences and the Brain

Principle 2: Complementary networks for orienting attention

Endo-orientingattention to the

self

Exo-orientingattention to the

environment

Lateral view Medial viewFrontal lobe ParietalParietal

Temporal

based on Fox (2005) PNAS

Page 8: Petr Janata: Strong Musical Experiences and the Brain

Hypothesis

Music, memories, and emotions are linked in the medial prefrontal cortex (MPFC).

MPFC

Page 9: Petr Janata: Strong Musical Experiences and the Brain

MPFC tracks music’s movement through tonal space

Janata et al., (2002) Science

Page 10: Petr Janata: Strong Musical Experiences and the Brain

Activation of MPFC in music studies

Parametric variation of consonance

Blood et al (1999) Nature Neuroscience

Plailly et al (2007) Cerebral Cortex

Platel et al (2003) NeuroImage

Familiarity Judgments

Page 11: Petr Janata: Strong Musical Experiences and the Brain

Thompson et al. (2003) J. Neuroscience

The medial prefrontal cortex and Alzheimer’s disease

Spared musical abilities in severely demented Alzheimer’s patients Cuddy & Duffin (2005) Medical

Hypotheses

Slower atrophy of MPFC over the course of Alzheimer’s disease

Page 12: Petr Janata: Strong Musical Experiences and the Brain

Music-evoked autobiographical memoriesStimulus selectionThirty 30s excerpts from Billboard Pop and R&B

charts chosen randomly from period when subject was 7–19 years old.

Subject responsesFamiliarity, autobiographical salience, valence,

visual image salience Weakly and strongly autobiographical ratings are

followed-up with several forms and open-ended response options.

Page 13: Petr Janata: Strong Musical Experiences and the Brain

Some of the follow-up questions

Does it remind you of a specific ... event? person? period in your life?

Does it have emotions associated with it? What emotions? How strongly did you just experience them?

Subjects also provide written descriptions as they see fit.

Page 14: Petr Janata: Strong Musical Experiences and the Brain

On average, 50% of the songs are unfamiliar

On average, 30% of the songs evoke some sort of autobiographical memory

Page 15: Petr Janata: Strong Musical Experiences and the Brain

Some memories are detailed ...

Subject 02wgw86111 - “Pony” by Ginuwine “This was a popular song during the summer when I was in the fourth or

fifth grade. It just reminded me of the park where I spent most of my summer.”

Subject 07coa84091 - “The First Time” by Surface “This is my best friend's favorite song. A group of girls and I were going to

Las Vegas and started playing this song. Immediately, my best friend broke into song and we followed right after. We really got into it and pretended we were holding microphones and performing to a crowd. We were all laughing and having a good time.”

Subject 10hhj86291 - “Awnaw” by Nappy Roots “friend from highschool in the car at a specific intersection of Diablo Blvd

and Novato Blvd in Novato,Ca waiting at a red light”

Subject 05mnh85301 - “Move Ya Body” by Nina Sky this song reminds me of the first time as a freshmen in college i went to my

first night club. i could clearly see a picture of the club in my mind.

Page 16: Petr Janata: Strong Musical Experiences and the Brain

A brief comment about neuroimaging methods

MRI scanner

Page 17: Petr Janata: Strong Musical Experiences and the Brain

Analyzing fMRI dataTime-course of BOLD signal recorded in one voxel

For each location in the brain, the blood oxygen level dependent (BOLD) signal is correlated with a model of the task, stimulus, and subject responses.

The correlation is assessed for statistical significance. Pairs of conditions may be compared.

Statistical maps are rendered using a color scale on an image of the brain.

Page 18: Petr Janata: Strong Musical Experiences and the Brain

Multiple regression model for fMRI experiment (N=13)

Music OnFamiliarPleasing

Strong Memory

Music OffNeutral EmotionWeak Memory

UnfamiliarDispleasingNo Memory

Page 19: Petr Janata: Strong Musical Experiences and the Brain

Hearing musicResponding to questions

Janata (2009) Cerebral Cortex

Auditory Cortex(basic hearing)

Auditory Cortex(basic hearing)

Medial Prefrontal Cortex

(autobiographical memory; emotion)

Page 20: Petr Janata: Strong Musical Experiences and the Brain

Familiar, Autobiographical, Pleasing

Janata (2009) Cerebral Cortex

Widespread activation of sensorimotor areas when hearing familiar music

Page 21: Petr Janata: Strong Musical Experiences and the Brain

Familiar, Autobiographical, Pleasing

Janata (2009) Cerebral Cortex

Widespread activation of sensorimotor areas when hearing familiar music

Broca’s Area(language production,

articulation)

Page 22: Petr Janata: Strong Musical Experiences and the Brain

Familiar, Autobiographical, Pleasing

Janata (2009) Cerebral Cortex

Page 23: Petr Janata: Strong Musical Experiences and the Brain

Familiar, Autobiographical, Pleasing

Janata (2009) Cerebral Cortex

Page 24: Petr Janata: Strong Musical Experiences and the Brain

Functions of the MPFC

Van Overwalle (2009) Human Brain Mapping

Page 25: Petr Janata: Strong Musical Experiences and the Brain

Emotion circuit meta-analysis (N=162 studies)

Kober et al (2008) NeuroImage

Page 26: Petr Janata: Strong Musical Experiences and the Brain

Can we find a tighter link between music and memories?The goal is to identify brain regions that

follow pieces of music as they move through tonal space while people listen to the music and experience memories.

Because the music is the soundtrack for the mental movie that’s playing in the mind, one can try to use a model of the structure of that soundtrack to get at the memories, thoughts, images, and emotions that are being experienced as one listens.

Page 27: Petr Janata: Strong Musical Experiences and the Brain

Tonality and keys e.g. G-major, D-major, b-minor sets of notes (pitch classes) named after the most

perceptually “stable” note (tonic or tonal center)

Western tonal music relies on tonal contexts

1 octave

C D E F G A B CC# D# F# G#A#

pitch classesD-major

F#-majorG-major

Page 28: Petr Janata: Strong Musical Experiences and the Brain

Tonal space

Music theory

C

AEb

Gb/F#

GD

FBb

AbDb B

E

a ebf#

c#g#eb/d#

bbf

c

gd

Circle of Fifths

Cognitive psychologyMulti-dimensional scaling solution for matrix of subjective distances between key contexts and probe tones

Krumhansl & Kessler (1982) Psychological Review

E

B

F#

A

D

G

C

F

Bb

Eb

Ab

Db/C#Db/C#

a

e

b

f#

f#

c#

g#

eb/d# eb/d#

bb

bb

f

c

g

d

d

Page 29: Petr Janata: Strong Musical Experiences and the Brain

A toroidal representation of major/minor key relationships

The torus is a construct that simultaneously reflects music theory, cognitive psychology, and a parsimonious organization of the pitch statistics of Western tonal music.

Krumhansl (1990)

Page 30: Petr Janata: Strong Musical Experiences and the Brain

A toroidal representation of major/minor key relationships

A piece of music creates a pattern of activation on the torus that changes through time.

Thus, the changing pattern is a signature of the piece of music.

Krumhansl (1990)

Page 31: Petr Janata: Strong Musical Experiences and the Brain

“The Girl from Ipanema” - A.C. Jobim

Page 32: Petr Janata: Strong Musical Experiences and the Brain

Tonality tracking model for songs

Page 33: Petr Janata: Strong Musical Experiences and the Brain

+50 +60

+25 +40 +4570605040302010 0-10-20-30-40-50-60-70-80-90-100-110

-50-40-30-20-1001020304050607080

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Tonality tracking responses

Janata (submitted)based on Janata (2009) Cerebral Cortex

Auditory Cortex(basic hearing)

Auditory Cortex(basic hearing)

Visual Cortex(visual imagery)

Lateral Prefrontal Cortex

(episodic sequencing)

Medial Prefrontal Cortex (MPFC)

(autobiographical memory; emotion)

Ventrolateral Prefrontal Cortex

(structural integration)

Premotor Cortex(auditory imagery;

covert singing)

Page 34: Petr Janata: Strong Musical Experiences and the Brain

Autobiographical Bias Ratio

+50 +60

+25 +40 +4570605040302010 0-10-20-30-40-50-60-70-80-90-100-110

-50-40-30-20-1001020304050607080

-5 +5 +15

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Tonality tracking in the MPFC is biased toward memory-evoking music

Janata (submitted)based on Janata (2009) Cerebral Cortex

Memories

No Memories+45

Page 35: Petr Janata: Strong Musical Experiences and the Brain

+50 +60

+25 +40 +4570605040302010 0-10-20-30-40-50-60-70-80-90-100-110

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Tonality tracking in the MPFC is biased toward memory-evoking music

Janata (submitted)based on Janata (2009) Cerebral Cortex

Autobiographical Bias Ratio

Memories

No Memories

-45

+45

Page 36: Petr Janata: Strong Musical Experiences and the Brain

Autobiographical Bias Ratio

+50 +60

+25 +40 +4570605040302010 0-10-20-30-40-50-60-70-80-90-100-110

-50-40-30-20-1001020304050607080

-5 +5 +15

-40 -25 -15

-60 -50 -45

-0.4

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0

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-50 -45

Tonality tracking in the MPFC is biased toward memory-evoking music

Janata (submitted)based on Janata (2009) Cerebral Cortex

Memories

No Memories+45

Page 37: Petr Janata: Strong Musical Experiences and the Brain

Pretty good support for the hypothesis that ... ... music, memories, and emotions are

linked in the medial prefrontal cortex (MPFC).

MPFC

-5

Page 38: Petr Janata: Strong Musical Experiences and the Brain

The importance of the individual

Music is an interactive and social phenomenon, as well as a private personal phenomenon.

When considering strong experiences that people have with music, it makes sense to look for basic principles that are common across a group of individuals, but one must also respect individual differences.

This poses an extra challenge when studying the neuroscience of music.

Page 39: Petr Janata: Strong Musical Experiences and the Brain

Individual differences ...Subject 1 Subject 2 Subject 3

Familiar, Autobiographical,

Pleasing

Tonality Tracking

Page 40: Petr Janata: Strong Musical Experiences and the Brain

From bench to bedside

Can extensive exposure to customized music programming reduce symptoms of agitation and depression in individuals with Alzheimer’s dementia?

Page 41: Petr Janata: Strong Musical Experiences and the Brain

Disclosure

The study was supported by a grant from Coro Health, LLC. Petr Janata has a financial interest in Coro Health, LLC. He is a consultant for the sponsor, and the consulting fee he receives is in addition to his salary from the University of California. Petr Janata also has membership units in Coro Health, LLC.

Page 42: Petr Janata: Strong Musical Experiences and the Brain

Study design

Assisted living (memory care) facility16-week randomized controlled trialMusic treatment group

customized music programming streamed to room 4x/day

Control group no music streamed to room

Page 43: Petr Janata: Strong Musical Experiences and the Brain

Music intervention

Customized playlists designed by Coro Health based on age, past listening history, preferred genres, activities of daily living, etc.

Time-of-day considerations4 programs/day

6 – 8:30 AM (~30 minutes) 9 – 11 AM (~60 minutes) 2 – 4 PM (~60 minutes) 7 – 10:30 PM (~30 minutes)

Page 44: Petr Janata: Strong Musical Experiences and the Brain

Assessments

Structured interviews with caregivers Interviewers blind to group assignment of participants 6–9 minute sessions using iPads and Ensemble, a

web-based data collection system Collected 2x/day (AM shift, PM shift) Weekly measures

Neuropsychiatric Inventory (NPI) Cornell Scale for Depression in Dementia (CSDD) Cohen-Mansfield Agitation Inventory (CMAI)

Daily measure (PM shift) Sundowning Inventory

Page 45: Petr Janata: Strong Musical Experiences and the Brain

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Janata (2012) Music and Medicine

Page 46: Petr Janata: Strong Musical Experiences and the Brain

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Page 47: Petr Janata: Strong Musical Experiences and the Brain

Many thanks to ...

Jessica MellingerHillary KlausnerJonah CoxNakisa ChoupaniMartha ChanVictor Diaz

Patdy SaechoChris Tinker

Page 48: Petr Janata: Strong Musical Experiences and the Brain

Spiritual experiences with music

Page 49: Petr Janata: Strong Musical Experiences and the Brain

Items from the Mystical Experiences Questionnaire Internal unity

Loss of your usual identity Experience of the fusion of your personal self into a larger whole Experience of unity with ultimate reality

External unity Experience of oneness or unity with objects and/or persons

perceived in your surroundings Transcendence of time and space

Experience of timelessness Loss of usual awareness of where you were

Ineffability and paradoxicality Sense that the experience cannot be described adequately in words Experience of a paradoxical awareness that two apparently opposite

principles or situations are both trueItems from the States of Consciousness Questionnaire and Pahnke-Richards Mystical Experience Questionnaire

Page 50: Petr Janata: Strong Musical Experiences and the Brain

Listening to self-selected spiritual music24 participants selected from 6 target

groups that varied in religious/spiritual traditions:Christian (5) Jewish (3)Hindu (3)Yoruba (2)Rave (5) Jam Band (6)

Age26 – 80 yMean ± SD: 44.1 ± 13.6 yGender10 female14 male

with Robin Sylvan

Page 51: Petr Janata: Strong Musical Experiences and the Brain

Stimulus selection challenges (1)

What’s spiritual music for one person need not be spiritual for another.Participants may not even like other participants’

spiritual music selections

Page 52: Petr Janata: Strong Musical Experiences and the Brain

Stimulus selection challenges (2)

Need to balance stimuli presented to any given subject on each of the relevant dimensions spiritual salienceautobiographical salience valenceurge to move

Page 53: Petr Janata: Strong Musical Experiences and the Brain

Stimulus selection challenges (3)

Need to have sufficiently long

excerpts for strong responses/experiences

to develop

Need to have a sufficient number of

stimuli to achieve balance on the

different dimensions

Page 54: Petr Janata: Strong Musical Experiences and the Brain

Stimulus selection

Each participant identified 1–3 pieces of music that had specific spiritual meaning to them

2 min excerpts were extracted and confirmed by the participant to be suitable

Prescreening library30 s excerpts extracted from 2 min excerpts

Page 55: Petr Janata: Strong Musical Experiences and the Brain

Stimulus prescreening

Each 30 s excerpt was rated on six 5-point scales: I felt the urge to move. (Disagree strongly, Disagree a little,

Neither agree nor disagree, Agree a little, Agree strongly) How much did you enjoy what was just played? (1 = not at

all; 5 = very much) How familiar are you with the piece of music you just

heard? (Not at all, Weakly, Moderately, Strongly, Extremely) How aroused were you by the piece of music you just

heard? (Not at all, Weakly, Moderately, Strongly, Extremely) How autobiographically salient is the music you just heard

for you? (Not at all, Weakly, Moderately, Strongly, Extremely) How likely do you think it is that you would have a spiritual/

mystical experience if listening to a longer version of this piece? (Extremely unlikely, Somewhat unlikely, Neither likely nor unlikely, Somewhat likely, Extremely Likely)

Page 56: Petr Janata: Strong Musical Experiences and the Brain

Stimulus counterbalancing

Stimuli in the MRI scanner: 14 two-minute excerpts self-selected spiritual excerpt (2x) self-selected autobiographical but not spiritual in-group displeasingmaximally pleasing from each of 5 other groupsmaximally displeasing from each of 5 other

groups

Page 57: Petr Janata: Strong Musical Experiences and the Brain

Music listening response across all excerpts

+42+5480 40 0 -40 -80

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02040��80

Janata et al. (in prep)

+0+34

L R L R

Response in this group of listeners is more extensive than usual.

Recruitment of premotor and subcortical structures such as the basal ganglia

Page 58: Petr Janata: Strong Musical Experiences and the Brain

The temporo-parietal junction (TPJ) and self-transcendence

�������������

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Self-selected spiritual >All other excerpts

Unilateral lesions ofthe TPJ increase self-

transcendence

Urgesi et al (2010) Neuron

“Self-transcendence reflects the enduring tendency to transcend contingent sensorimotor representations and to identify the self as an integral part of the universe as a whole.”

Janata et al. (in prep)

TPJ

Page 59: Petr Janata: Strong Musical Experiences and the Brain

Modulation of brain areas by strength of external unity

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Co-modulation with the temporo-parietal junction (TPJ) as a function of experienced external unity

Modulation of response to self-selected stimuli by degree of external unity experienced with that stimulus

Janata et al. (in prep)

TPJ

Page 60: Petr Janata: Strong Musical Experiences and the Brain

Tonality-tracking is biased toward self-selected spiritual music

-45 -40

+5 +10

-1

-0.5

0

0.5

1

TT B

ias:

log1

0((F

own

song

/2)/

(Fot

her s

ongs

/12)

) own songs

others songs

Janata et al. (in prep)

Page 61: Petr Janata: Strong Musical Experiences and the Brain

Tonality-tracking is biased toward self-selected spiritual music

-45 -40

+5 +10

-1

-0.5

0

0.5

1

TT B

ias:

log1

0((F

own

song

/2)/

(Fot

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ongs

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others songs

Janata et al. (in prep)

Page 62: Petr Janata: Strong Musical Experiences and the Brain

In search of neural correlates of being in the groovePerception/action coupling fluid functioning of a perception/action cycleoptimally distributed attention

Joint-action with one or more entities (music, others)

Experienced difficulty of the joint-actionPositive affect (associated with the sense of

unity) arising from seamless joint-action

Page 63: Petr Janata: Strong Musical Experiences and the Brain

Synchronization leads to greater subsequent cooperationWiltermuth SS, Heath C (2009) Synchrony

and cooperation. Psychol Sci 20:1-5.Kirschner S, Tomasello M (2010) Joint

music making promotes prosocial behavior in 4-year-old children. Evolution and Human Behavior 31:354-364.

Page 64: Petr Janata: Strong Musical Experiences and the Brain

Entrainment and the brain

Fairhurst, Janata & Keller (2012) Cerebral Cortex

Page 65: Petr Janata: Strong Musical Experiences and the Brain

α = 0; 0.25; 0.5; 0.75; 1

tones

virtua

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(VP)

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huma

n

SD as

ynch

rony

(ms)

VP adaptivity (α)

Sense of ...

12 s 12 s12 s 10 – 12 s11 s

......initiation2 tones

synchronization with22 adaptively timed tones

initiation2 tones

synchronization with22 adaptively timed tones

Optimally adaptive VP Overly adaptive VP

Time (s)

RESTTAPPING TASK RATINGSREST …TAPPING TASK

a c

b

20

0 0.25 0.5 0.75 1

25

30

35

1 4 7 10 13 16 19 22Tone-Tap Pair

-40

-30

-20

-100

Asyn

chro

ny (m

s) 1 4 7 10 13 16 19 22Tone-Tap Pair

-40

-30

-20

-100

Asyn

chro

ny (m

s)

asyncn= ttapn - ttonen

ttonen

ttapn

ttonen+1 = ttonen+ 500 ms + (α × asyncn)

Synchronizing with an adaptive metronome (virtual partner)

Fairhurst, Janata & Keller (2012) Cerebral Cortex

Page 66: Petr Janata: Strong Musical Experiences and the Brain

Standard deviation of asynchrony varies with partner adaptivity

Fairhurst, Janata & Keller (2012) Cerebral Cortex

α = 0; 0.25; 0.5; 0.75; 1

tones

virtua

l par

tner

(VP)

taps

huma

n

SD as

ynch

rony

(ms)

VP adaptivity (α)

Sense of ...

12 s 12 s12 s 10 – 12 s11 s

......initiation2 tones

synchronization with22 adaptively timed tones

initiation2 tones

synchronization with22 adaptively timed tones

Optimally adaptive VP Overly adaptive VP

Time (s)

RESTTAPPING TASK RATINGSREST …TAPPING TASK

a c

b

20

0 0.25 0.5 0.75 1

25

30

35

1 4 7 10 13 16 19 22Tone-Tap Pair

-40

-30

-20

-100

Asyn

chro

ny (m

s) 1 4 7 10 13 16 19 22Tone-Tap Pair

-40

-30

-20

-100

Asyn

chro

ny (m

s)asyncn= ttapn - ttonen

ttonen

ttapn

ttonen+1 = ttonen+ 500 ms + (α × asyncn)

Page 67: Petr Janata: Strong Musical Experiences and the Brain

Variation in brain activity as a function of VP adaptivity

Fairhurst, Janata & Keller (2012) Cerebral Cortex

Page 68: Petr Janata: Strong Musical Experiences and the Brain

The big picture

Default-modeEndo-orienting

Cognitive ControlExo-orienting

Adapted from Fox et al. (2005)

Fairhurst, Janata & Keller (2012) Cerebral Cortex

Page 69: Petr Janata: Strong Musical Experiences and the Brain

Many thanks to ...

Stefan Tomic Sonja Rakowski Susannah Cohen Cheryline Mancusi Rawi Nanakul Jason Kwan Kate Sandoval John Ryan

Mike Buonocore Fred Barrett Robin Sylvan Noah Marchal David Horton Judith Becker Peter Keller Merle Fairhurst

Supported in large part by a Templeton Advanced Research Program grant from the Metanexus Institute