dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. gadi geiger...

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slexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain and Cognitive Sciences McGovern Institute for Brain Research Massachusetts Institute of Technology Cambridge MA 02139 [email protected]

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Page 1: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading.

Gadi Geiger

Center for Biological and Computational LearningBrain and Cognitive Sciences

McGovern Institute for Brain ResearchMassachusetts Institute of Technology

Cambridge MA 02139

[email protected]

Page 2: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

Developmental dyslexia: some references Orton: Modern dyslexiaGillingham, A and Stillman, B, (1970), ‘Remedial training for .. General developmental (lag) issues:Frostig, M. and Horne, D. (1964) The Frostig Program ..ButLewis, J.N. (1968), J. of Learning Disabilities 1 (11): 652-653. Brain anatomy, ectopias and auto-immune/hormonal issues:Galaburda, A.M et Al. (1985), Ann. Neurol 18: 222-233. Language deficit and phoneme awareness:Liberman, I.Y. (1971), Bull. Orton Soc. 21: 71-87.Velutino, F. R. (1987) ‘Dyslexia’ Sci. Am., 256(3), 34-42. Auditory deficits:Tallal, P. and Katz, W. (1989) in Brain and Reading Wright, B.A. et al. (1997), Nature 387: 176-178.

Page 3: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

Visual evidence:Misalignment of the two eyes:Stein, J.F. and Fowler, M.S. (1981), TINS 4: 77-80. Transient and sustain sub-systems hypothesis:Lovegrove, W.J. et al.(1986), Cog. Neuropsychol 3: 225-267. The magnocellular pathway deficit hypothesis:Livingstone, et al. (1991), Proc. Natl. Acad. Sci. USA 88: 7943-. Visual stability and the generalized magnocellular hypothesis:Stein, J. and Walsh, V. (1997), TINS 20: 147-152.But:E.g: Amitay, S. et al. (2002), Brain, 125(10): 2272-2285. Tactile evidence:Grant, A.C. et al. (1999), Neuropsychologia 37, 1202-1211 Attention:Facoetti, A. et al. (2003). Cog. Brain Res. 16, 185-191.

Page 4: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

Epidemiology and some numbers:Rutter,M and Yule. W., (1975). Psychiatry, 16 181-197.Shaywitz, S.E. et al..(1992), (distribution) N. Engl. J. Med. 326, 145-150.Shaywitz, S.E. et al. (1990) (boys girls) JAMA 264, 998-1002.  “National” frequency of dyslexia:Lindgren, S.D. et al. (1985),’ Child Development 56, 1404-1417. Definitions of dyslexia:The World Federation of Neurology: “A disorder manifested by difficulty in learning to read despite conventional instruction, adequate intelligence and sociocultural opportunity….”Critchley, M. (1970), ‘The dyslexic child’ Springfield Ill.  or language based:Shaywitz B. A.et al.(1992). J. Child Neurol.

Page 5: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

Collaborators:

-Jerry Lettvin, MIT

-Olga Zegarra-Moran in SISSA, Trieste Italy, (at the time).

-Manfred Fahle, in Tübingen, Germany, (at the time).

In:IRCCS “E. Medea”, La Nostra Famiglia,

Bosisio Parini, ItalySilvia PesentiMaria Luisa LorussoCarmen CattaneoRaffaella GalliAndrea Facoetti Massimo MolteniUberto Pozzoli

Page 6: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

x

Page 7: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

N T

Page 8: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

x

Page 9: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

M S

Page 10: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

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Page 11: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

H V

Page 12: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

151050-5-10-150

20

40

60

80

100

The form-resolving field (FRF) of English-native adults

angular distance from center of gaze [degrees]

corr

ect

reco

gniti

on

[%]

ordinary readers (OR)

Page 13: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

151050-5-10-150

20

40

60

80

100

The form-resolving field (FRF) of English-native adults

angular distance from center of gaze [degrees]

corr

ect

reco

gniti

on

[%]

ordinary readers (OR)

dyslexics

dyslexics

OR

Page 14: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

151050-5-10-150

20

40

60

80

100

The form-resolving field (FRF) of English-native adults

angular distance from center of gaze [degrees]

corr

ect

reco

gniti

on

[%]

ordinary readers (OR)

dyslexics

the differences in recognition

Page 15: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

151050-5-10-150

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40

60

80

100

The form-resolving field (FRF) of English-native adults

angular distance from center of gaze [degrees]

corr

ect

reco

gniti

on

[%]

ordinary readers (OR)

dyslexicsthe extent of recognition

difference

Page 16: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

151050-5-10-150

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100

Numerical characterization of the FRF:criterion C2

angular distance from center of gaze [degrees]

corr

ect

reco

gniti

on

[%]

+

deg 12.5at correct % deg 10at correct %

deg 2.5at correct %C2

Page 17: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

Telling dyslexics and ordinary readers apart: the diagnostic power of C2.

C2dyslexic is person the then 2

reader ordinary an is person the then 2

The C2 criterion tells 87% of the tested person correct.

Page 18: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

The average FRFs of dyslexics, ordinary readers and poor readers

0

20

40

60

80

100

-15 -10 -5 0 5 10 15

eccentricity [degree]

corr

ect

reco

gn

itio

n [

%]

ordinary readers

dyslexics

Page 19: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

151050-5-10-150

20

40

60

80

100

corr

ect

reco

gniti

on [

%]

The FRF’s of the three Boder type dyslexics

angular distance from center of gaze [degrees]

Page 20: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

151050-5-10-150

20

40

60

80

100

Cor

rect

rec

ogni

tion

%The FRF’s of the three Bakker type dyslexics

angular distance from center of gaze [degrees]

Page 21: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

The way we see is not determined by what we want to see but how we have learned to practice seeing. There are several strategies that we pick between depending on what we have learned to see, and we switch between them as the task changes. So for example, a hunter uses a wide field of vision to locate prey,a scribe uses a narrow field to write and a painter or architectuses a variable field to arrange an ensemble into a whole. Eachdiscipline of seeing take practice. But suppose, like a dyslexic,you have a strategy inappropriate to reading.

When ordinary readers look at text

Page 22: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

The way we see is not determined by what we want to see but how we have learned to practice seeing. There are several strategies that we pick between depending on what we have learned to see, and we switch between them as the task changes. So for example, a hunter uses a wide field of vision to locate prey,a scribe uses a narrow field to write and a painter or architectuses a variable field to arrange an ensemble into a whole. Eachdiscipline of seeing take practice. But suppose, like a dyslexic,you have a strategy inappropriate to reading.

When dyslexics look at text

Page 23: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

151050-5-10-150

20

40

60

80

100

The form-resolving field (FRF) of English-native adults

angular distance from center of gaze [degrees]

corr

ect

reco

gniti

on

[%]

ordinary readers (OR)

dyslexics

dyslexics

OR

Page 24: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

151050-5-10-150

20

40

60

80

100

The form-resolving field (FRF) of Hebrew-native adults

angular distance from center of gaze [degrees]

corr

ect

reco

gniti

on

[%]

ordinary readers (OR)

dyslexics

dyslexics

OR

Page 25: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

151050-5-10-150

20

40

60

80

100

The form-resolving field (FRF) of a “conditional dyslexic”

angular distance from center of gaze [degrees]

corr

ect

reco

gniti

on

[%]

In the “alert” phase

Page 26: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

151050-5-10-150

20

40

60

80

100

in the “tired” phase

tired

alert

The form-resolving field (FRF) of a “conditional dyslexic”

angular distance from center of gaze [degrees]

corr

ect

reco

gniti

on

[%]

In the “alert” phase

Page 27: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

Demonstrating lateral masking

N x TENET

Keep your gaze on the x without moving your eyes

Page 28: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

X

Page 29: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain
Page 30: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

10864200

20

40

60

80

Co

rre

ct

rec

og

nit

ion

%

Eccentricity deg.

D FMT

10864200

20

40

60

80

Co

rre

ct

rec

og

nit

ion

%

Eccentricity deg.

FMTM

Demasking

Page 31: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

Central speaker

Fixation point

The auditory experimental set-up

Page 32: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

Auditory perception of words

0

20

40

60

80

100

stimuli only in the presenceof speech mask

in the presenceof noise mask

correc

t reco

gnition %

from the central stimuli

0

10

20

30

stimuli andspeech mask

periphery to cen

tral ratio

dys.

OR

and from the mask

Page 33: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

Peripheral to central ratio of letter recognition

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

C1/2 C1/2R

rati

o Dys

OR

Page 34: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

0 10 20 30 40 50 60 70 80

Auditory: ra tio of peripehera l to centra l w ord recognition

Vis

ua

l: p

eri

ph

era

l to

ce

ntr

al r

ati

o (

C1

/2R

)

dys lex ics

OR

Corre la ting individua l a uditory w ith visua l m e a sure s

Page 35: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

From Gilbert et al. 2001

Page 36: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

The regimen of practice for learning a new perceptual strategy

The practice comprises two parts:

• Novel, small-scale, hand-eye coordination tasks likepainting, drawing, modeling, embroidery etc..

• Reading with a window-mask.

Page 37: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

The way we see is not determined by what we want to see but how we have learned to practice seeing. There are several strategies that we pick between depending on what we have learned to see, and we switch between them as the task changes. So for example, a hunter uses a wide field of vision to locate prey,a scribe uses a narrow field to write and a painter or architectuses a variable field to arrange an ensemble into a whole. Eachdiscipline of seeing take practice. But suppose, like a dyslexic,you have a strategy inappropriate to reading.

The way we see is not determined by what we want to see but how we have learned to practice seeing. There are several strategies that we pick between depending on what we have learned to see, and we switch between them as the task changes. So for example, a hunter uses a wide field of vision to locate prey,a scribe uses a narrow field to write and a painter or architectuses a variable field to arrange an ensemble into a whole. Eachdiscipline of seeing take practice. But suppose, like a dyslexic,you have a strategy inappropriate to reading.

Page 38: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

The way we see is not determined by what we want to see but how we have learned to practice seeing. There are several strategies that we pick between depending on what we have learned to see, and we switch between them as the task changes. So for example, a hunter uses a wide field of vision to locate prey,a scribe uses a narrow field to write and a painter or architectuses a variable field to arrange an ensemble into a whole. Eachdiscipline of seeing take practice. But suppose, like a dyslexic,you have a strategy inappropriate to reading.

The way we see is not determined by what we want to see but how we have learned to practice seeing. There are several strategies that we pick between depending on what we have learned to see, and we switch between them as the task changes. So for example, a hunter uses a wide field of vision to locate prey,a scribe uses a narrow field to write and a painter or architectuses a variable field to arrange an ensemble into a whole. Eachdiscipline of seeing take practice. But suppose, like a dyslexic,you have a strategy inappropriate to reading.

Reading with a window-mask

Page 39: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

The way we see is not determined by what we want to see but how we have learned to practice seeing. There are several strategies that we pick between depending on what we have learned to see, and we switch between them as the task changes. So for example, a hunter uses a wide field of vision to locate prey,a scribe uses a narrow field to write and a painter or architectuses a variable field to arrange an ensemble into a whole. Eachdiscipline of seeing take practice. But suppose, like a dyslexic,you have a strategy inappropriate to reading.

The way we see is not determined by what we want to see but how we have learned to practice seeing. There are several strategies that we pick between depending on what we have learned to see, and we switch between them as the task changes. So for example, a hunter uses a wide field of vision to locate prey,a scribe uses a narrow field to write and a painter or architectuses a variable field to arrange an ensemble into a whole. Eachdiscipline of seeing take practice. But suppose, like a dyslexic,you have a strategy inappropriate to reading.

Reading with a window-mask

Page 40: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

The way we see is not determined by what we want to see but how we have learned to practice seeing. There are several strategies that we pick between depending on what we have learned to see, and we switch between them as the task changes. So for example, a hunter uses a wide field of vision to locate prey,a scribe uses a narrow field to write and a painter or architectuses a variable field to arrange an ensemble into a whole. Eachdiscipline of seeing take practice. But suppose, like a dyslexic,you have a strategy inappropriate to reading.

The way we see is not determined by what we want to see but how we have learned to practice seeing. There are several strategies that we pick between depending on what we have learned to see, and we switch between them as the task changes. So for example, a hunter uses a wide field of vision to locate prey,a scribe uses a narrow field to write and a painter or architectuses a variable field to arrange an ensemble into a whole. Eachdiscipline of seeing take practice. But suppose, like a dyslexic,you have a strategy inappropriate to reading.

Reading with a window-mask

Page 41: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

Tübingen Brookline0.0

1.0

2.0

experimental-dyslexics

reference-dyslexics

Gra

des

Improvements in reading after 3 months of practice

Page 42: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

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20

40

60

80

100

Cor

rect

rec

ogni

tion

%

The FRF of the experimental dyslexics

before

afterOR

before and after 3 months of practice

angular distance from center of gaze [degrees]

Page 43: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

0-2-4-6-8-10

word ident.

comprehension

word attack

before

after

before and after practice

grades

Reading levels of 14 adult dyslexics

86420

.

.

.

.

.

.

.

.

.

grades

improvements

("0" is the expected level for each individual)

*

*

*

( * - denotes significance better than 0.05)

Page 44: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

151050-5-10-150

20

40

60

80

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The form-resolving field (FRF) of English-nativeDyslexics

before and after practice

angular distance from center of gaze [degrees]

corr

ect

reco

gniti

on

[%]

before

after

OR

Page 45: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

0-1-2-3-4

G-L practice

Logopedia

before

after

Accuracy of reading

SD

210

.

.

.

.

.

.

SD

improvements

*

(reading levels are indicated by standard deviation (SD) units from the expected norm)

0-1-2-3

G-L practice

Logopedia

before

after

Speed of reading

SD

210

.

.

.

.

.

.

SD

improvements

*

Reading of passages and word-lists by dyslexic children

Page 46: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

0-1-2-3

G-L practice

Logopedia

before

after

Accuracy of reading non-words

SD210

.

.

.

.

.

.

SD

improvements

*

0-1-2-3-4

G-L practice

Logopedia

before

after

Speed of reading non-words

SD

210

.

.

.

.

.

.

SD

improvements

*

Reading non-words

improvements

improvements

Page 47: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

86420

G-L practice

Logopedia

before

after

Fusing syllables to words

errors

420

.

.

.

.

.

.

improvements

*

Measuring auditory-phonemic skills

6420

G-L practice

Logopedia

before

after

Omitting syllables from words

errors

420

.

.

.

.

.

.

improvements

*

Page 48: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain
Page 49: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

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Smooth and jagged letters

angular distance from center of gaze [degrees]

corr

ect

reco

gniti

on

[%]

The FRF of adult ordinary readers when presented with

smooth lettersjagged letters

jagged

Page 50: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

-Dyslexics and ordinary readers differ in their visual and auditory perceptual strategies. A wide strategy for dyslexics and a narrow one for ordinary readers.

-The strategies differ mainly in their neural tuning and coding specificity, that leads to different distributions of lateral masking and the pattern of attention. -The wide perceptual strategy explains why reading ordinarily is difficult or almost impossible for dyslexics. -Dyslexics are able to learn a narrow strategy for reading by practice.

-This practice results in cross sensory-modality learning.

Main points

Page 51: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

-3

-2

-1

0

1initial

final

Gra

de

s

The initial and final reading scoresof 24 dyslexic children

Page 52: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

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The form-resolving field adults

angular distance from center of gaze [degrees]

corr

ect

reco

gniti

on

[%]

Ordinary readers“speed readers”

OR

speed readers

Page 53: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

Line drawings of objects used as stimuli

Page 54: Dyslexia: a different perceptual strategy, and how to learn a new strategy for reading. Gadi Geiger Center for Biological and Computational Learning Brain

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The form-resolving field (FRF)of adult ordinary readers

angular distance from center of gaze [degrees]

corr

ect

reco

gniti

on

[%]

large letters “objects”

letters

objects