neural correlates of nouns and verbs: fmri study design

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Neural Correlates of Noun and Verb Characteristic s Laura Gwilliams

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Presentation in BCBL, fMRI investigation aiming to provide insight into the neuro-correlates of nouns and verbs.

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Page 1: Neural Correlates of Nouns and Verbs: fMRI Study Design

Neural Correlates of Noun and Verb CharacteristicsLaura Gwilliams

Page 2: Neural Correlates of Nouns and Verbs: fMRI Study Design

Research Question:

Which lexical elements can neurologically distinguish between

nouns and verbs?

Page 3: Neural Correlates of Nouns and Verbs: fMRI Study Design

Theoretical Background

• Anomia can affect verbs and nouns separately• Functional independence ≠ anatomical independence?

• Verbs:• Pre-frontal cortex (BA 45)• Frontal regions (BA 44)• Posterior Left Inferior Frontal Gyrus (IFG, BA 47)

• Nouns• Anterior temporal cortex (BA 38)• Middle temporal cortex (BA 21)• Inferior temporal regions (BA 20)

Lesion Studies

Cappa and Perani, Journal of Neurolinguistics, 2003

Page 4: Neural Correlates of Nouns and Verbs: fMRI Study Design

Theoretical Background

Verbs

Nouns

Left Inferior Frontal Gyrus

Page 5: Neural Correlates of Nouns and Verbs: fMRI Study Design

• Main activation located in the Left Inferior Frontal Gyrus • Processing syntactic information (Friederici et al., 2000)

• (functional vs. content words)• Processing inflected verbs and nouns (Tyler et al., 2004)• Decomposition of morphologically complex items (Tyler et al.,

2002)

• Inconsistent results

Theoretical BackgroundfMRI Studies

Wong & Chen, Language and Cognitive Processes, 2012

Page 6: Neural Correlates of Nouns and Verbs: fMRI Study Design

Issues in Previous Studies

• QUESTIONS:• Semantic differences?• Stem or Suffix?• Task employed?

DINING + LEAPING vs. WRENS + WEASELS

Page 7: Neural Correlates of Nouns and Verbs: fMRI Study Design

Design• Combine two tasks:

• 1) Lexical decision (word / non-word)• 2) Grammatical classification (noun / verb)

• Compare words which differ in relation to their

• Verbal stem • Nominal suffix• Semantics

Page 8: Neural Correlates of Nouns and Verbs: fMRI Study Design

Materials: StimuliItem Verb Stem Nominal Suffix Semantics

Nominalization(Argument)

Action

Event Noun(Avalanche)

Action

Pseudo-Suffix(Excursion)

Action

Prototypical Noun(Elephant)

Object

Prototypical Verb(Argue)

Action

Page 9: Neural Correlates of Nouns and Verbs: fMRI Study Design

Planned Comparisons

Item Verb Stem Nominal Suffix Semantics

Nominalization(Argument)

Action

Pseudo-Suffix(Excursion)

Action

• Allows for insight into decompositionality of items

Page 10: Neural Correlates of Nouns and Verbs: fMRI Study Design

Planned Comparisons

Item Verb Stem Nominal Suffix Semantics

Nominalization(Argument)

Action

Prototypical Verb(Argue)

Action

• Comparing same verbal stem, but with different grammatical behaviour

Page 11: Neural Correlates of Nouns and Verbs: fMRI Study Design

Planned Comparisons

Item Verb Stem Nominal Suffix Semantics

Event Noun(Avalanche)

Action

Prototypical Noun(Elephant)

Object

• Comparing ‘action’ vs. ‘object’ semantics

Page 12: Neural Correlates of Nouns and Verbs: fMRI Study Design

Event-Related Design

Stimuli 1

Stimuli 2

Stimuli 3

Page 13: Neural Correlates of Nouns and Verbs: fMRI Study Design

DesignStimuli

Stimuli

Word Non-Word

Noun

Verb

Lexical Decision

Grammatical Categorisation

Consonant Strings

Pseudo-words

Nominalizations

Event Nouns

Pseudo-suffix

Proto-nouns

Proto-verbs

Page 14: Neural Correlates of Nouns and Verbs: fMRI Study Design

Design

+

Leccion

+

Leccion

+

Word / Non-Word?

Noun / Verb?

1000msITI randomised1 – 10 seconds

1000ms

• 40 stimuli per condition• 7 conditions• Colours and hands counterbalanced

Page 15: Neural Correlates of Nouns and Verbs: fMRI Study Design

fMRI Data Acquisition• 3 Tesla Siemens whole body MRI scanner • 32-channel coil • Each fMRI session will consist of 208 volumes per run, 33 slices

each• Spatial pre-processing:• correct for Slice Timing first, then Realign and Unwarp images.

Parameters• TR: 2000ms• Interleave slice acquisition with no gap• TE: 25ms• Field of view: 192mm• Voxel size 3x3x3mm• Matrix: 64x64mm• T2*-weighted images

Page 16: Neural Correlates of Nouns and Verbs: fMRI Study Design

Neuroanatomical Predictions

Semantics

Syntax

Visual

Motor

Visual word form area

Page 17: Neural Correlates of Nouns and Verbs: fMRI Study Design

Neuroanatomical PredictionsVerb Stem Nominal Suffix Semantics

Argument/Excursion Argument/Argue Avalanche/Elephant

BA 44 and 45:Semantic and

decompositional difference BA 47:

Syntactic difference

BA 44 and 45:Semantic difference

Task?

Page 18: Neural Correlates of Nouns and Verbs: fMRI Study Design

Wrap-upItem Verb Stem Nominal Suffix Semantics

Nominalization(Argument)

Action

Event Noun(Avalanche)

Action

Pseudo-Suffix(Excursion)

Action

Prototypical Noun(Elephant)

Object

Prototypical Verb(Recuperate)

Action

• Similarities in activation may determine what is processed as ‘syntactic’ or ‘semantic’

• Inconsistencies in verb/noun location overcome by more specific stimuli characteristics

• Identify whether different tasks cause different activation

Page 19: Neural Correlates of Nouns and Verbs: fMRI Study Design

ReferencesAron, A. R., Robbins, T. W., & Poldrack, R. A. (2004). Inhibition and the right inferior frontal cortex. Trends in cognitive sciences, 8(4), 170-177.

Cappa, S.F., & Perani, D. (2003). The neural correlates of noun and verb processing. Journal of Neurolinguistics, 16, 183-189.

Friederici, A. D., Meyer, M., & Von Cramon, D. Y. (2000). Auditory language comprehension: an event-related fMRI study on the processing of syntactic and lexical information. Brain and language, 74(2), 289-300.

Tyler, L. K., Randall, B., & Marslen-Wilson, W. D. (2002b). Phonologyand neuropsychology of the English past tense. Neuropsychologia, 40, 1154–1166.

Tyler, L. K., Bright, P., Fletcher, P., & Stamatakis, E. A. (2004). Neural processing of nouns and verbs: the role of inflectional morphology. Neuropsychologia, 42(4), 512-523.

Wong, A. W. K., & Chen, H. C. (2012). Is syntactic-category processing obligatory in visual word recognition? Evidence from Chinese. Language and Cognitive Processes, 27(9), 1334-1360.

Page 20: Neural Correlates of Nouns and Verbs: fMRI Study Design

Thank you!