jobb fÉlteke dominancia a vizuÁlis statisztikus tanulÁs kezdŐfÁzisÁban józsef fiser, matthew...

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JOBB FÉLTEKE DOMINANCIA A VIZUÁLIS STATISZTIKUS TANULÁS KEZDŐFÁZISÁBAN József Fiser, Matthew E. Roser *, Richard N. Aslin # & Michael S. Gazzaniga * Brandeis University, University of Rochester # and Dartmouth College*

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Page 1: JOBB FÉLTEKE DOMINANCIA A VIZUÁLIS STATISZTIKUS TANULÁS KEZDŐFÁZISÁBAN József Fiser, Matthew E. Roser *, Richard N. Aslin # & Michael S. Gazzaniga * Brandeis

JOBB FÉLTEKE DOMINANCIA A VIZUÁLIS

STATISZTIKUS TANULÁS KEZDŐFÁZISÁBAN

József Fiser, Matthew E. Roser*, Richard N. Aslin# & Michael S.

Gazzaniga*

Brandeis University, University of Rochester# and

Dartmouth College*

Page 2: JOBB FÉLTEKE DOMINANCIA A VIZUÁLIS STATISZTIKUS TANULÁS KEZDŐFÁZISÁBAN József Fiser, Matthew E. Roser *, Richard N. Aslin # & Michael S. Gazzaniga * Brandeis

Great diversity of proposed hemispheric

specializations

Page 3: JOBB FÉLTEKE DOMINANCIA A VIZUÁLIS STATISZTIKUS TANULÁS KEZDŐFÁZISÁBAN József Fiser, Matthew E. Roser *, Richard N. Aslin # & Michael S. Gazzaniga * Brandeis

Hemispheric differences in object perception

•For highly familiar objects:

RH metric and positional information LH abstract categorical information •RH visual form information LH conceptual associations

•RH early information (low SF) LH late information (high SF)

Page 4: JOBB FÉLTEKE DOMINANCIA A VIZUÁLIS STATISZTIKUS TANULÁS KEZDŐFÁZISÁBAN József Fiser, Matthew E. Roser *, Richard N. Aslin # & Michael S. Gazzaniga * Brandeis

Object perception requires visual feature learning

•First, visual scenes are interpreted via already learned object features

•Next, search for new specific spatial co-occurrences and new arrangements among elements (emergence of new feature combinations) occurs•Finally, explicit access to a new feature by developing associations and categorical and semantic meaning

Right hemisphere

Left hemisphere

Page 5: JOBB FÉLTEKE DOMINANCIA A VIZUÁLIS STATISZTIKUS TANULÁS KEZDŐFÁZISÁBAN József Fiser, Matthew E. Roser *, Richard N. Aslin # & Michael S. Gazzaniga * Brandeis

Question:

Can the process of learning new

visual features be linked to

differential involvement of the

two brain hemispheres?

Page 6: JOBB FÉLTEKE DOMINANCIA A VIZUÁLIS STATISZTIKUS TANULÁS KEZDŐFÁZISÁBAN József Fiser, Matthew E. Roser *, Richard N. Aslin # & Michael S. Gazzaniga * Brandeis

Six base-pairs

Fit three base-pairs into 3 X 3 grid

The basic paradigm

Visual feature = spatio-temporal conjunction of separate shapes

Page 7: JOBB FÉLTEKE DOMINANCIA A VIZUÁLIS STATISZTIKUS TANULÁS KEZDŐFÁZISÁBAN József Fiser, Matthew E. Roser *, Richard N. Aslin # & Michael S. Gazzaniga * Brandeis

Testing phase

• 2AFC task• Base-pair vs. Non-base pair

A

B

E

F

I J

A

B

Base-pair Non-base pairs

IF

Page 8: JOBB FÉLTEKE DOMINANCIA A VIZUÁLIS STATISZTIKUS TANULÁS KEZDŐFÁZISÁBAN József Fiser, Matthew E. Roser *, Richard N. Aslin # & Michael S. Gazzaniga * Brandeis

Split the base-pairs

Modifying the paradigm

GHC

D

K L

A

B

F

E

I J

2 deg

Page 9: JOBB FÉLTEKE DOMINANCIA A VIZUÁLIS STATISZTIKUS TANULÁS KEZDŐFÁZISÁBAN József Fiser, Matthew E. Roser *, Richard N. Aslin # & Michael S. Gazzaniga * Brandeis

Modified test phase

Ipsilateral:

• Practice: RH Test: RH• Practice: LH Test: LH

Contralateral:

• Practice: RH Test: LH• Practice: LH Test: RH

Four lateralized test types

Page 10: JOBB FÉLTEKE DOMINANCIA A VIZUÁLIS STATISZTIKUS TANULÁS KEZDŐFÁZISÁBAN József Fiser, Matthew E. Roser *, Richard N. Aslin # & Michael S. Gazzaniga * Brandeis

Subjects

• Normal subjects: Sixteen college students

• Callosotomy patient: V. P.

(Corballis et al. Neurology 2001)

SpleniumRostrum

Page 11: JOBB FÉLTEKE DOMINANCIA A VIZUÁLIS STATISZTIKUS TANULÁS KEZDŐFÁZISÁBAN József Fiser, Matthew E. Roser *, Richard N. Aslin # & Michael S. Gazzaniga * Brandeis

Experimental procedure for normal subjects

Practice:

•144 scenes alternating randomly between the right and left visual fields

•Eye-movements monitored by iView to verify fixation (and hemifield stimulation)Test:

•Six test trials in each of the four test types (Ipsi, Contra) x (RH, LH)

Page 12: JOBB FÉLTEKE DOMINANCIA A VIZUÁLIS STATISZTIKUS TANULÁS KEZDŐFÁZISÁBAN József Fiser, Matthew E. Roser *, Richard N. Aslin # & Michael S. Gazzaniga * Brandeis

Results with normal subjects

Equal learning in all conditions interhemispheric transfer

40

50

60

70

80

90

100

40

50

60

70

80

90

100

Practice: RH LH LH RH

Test: RH LH RH LH

Normal

Ipsilateral Contralateral

Chance

Page 13: JOBB FÉLTEKE DOMINANCIA A VIZUÁLIS STATISZTIKUS TANULÁS KEZDŐFÁZISÁBAN József Fiser, Matthew E. Roser *, Richard N. Aslin # & Michael S. Gazzaniga * Brandeis

V.P.'s testing schedule

1st day: practice

2nd day: practice, ipsilateral tests, practice,

ipsilateral tests

3rd day: practice, ipsilateral tests, practice,

ipsilateral tests

4th day: practice, contralateral tests

5th day: practice, contralateral tests

Data collection in five days

Page 14: JOBB FÉLTEKE DOMINANCIA A VIZUÁLIS STATISZTIKUS TANULÁS KEZDŐFÁZISÁBAN József Fiser, Matthew E. Roser *, Richard N. Aslin # & Michael S. Gazzaniga * Brandeis

40

50

60

70

80

90

100

40

50

60

70

80

90

100

Practice: RH LH LH RH

Test: RH LH RH LH

Normal

Split brain

Ipsilateral Contralateral

•Contralateral: No interhemispheric

information transfer•Ipsilateral: Strong right hemisphere advantage

*

Chance

Results with the split brain patient

Page 15: JOBB FÉLTEKE DOMINANCIA A VIZUÁLIS STATISZTIKUS TANULÁS KEZDŐFÁZISÁBAN József Fiser, Matthew E. Roser *, Richard N. Aslin # & Michael S. Gazzaniga * Brandeis

Conclusions

•The initial phase of extracting spatial statistical regularities from the visual input is dominated by right hemisphere processes

•These results predict a shift of relative brain activity from the right to the left hemisphere as visual perception shifts from naïve observation to a knowledge-based interpretation of the scene

•Visual statistical learning does not transfer across split hemispheres even when some limited transfer of higher-level word-related information is possible