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Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah Laszlo The Cognition and Brain Laboratory For Psych 593SG 9.22.2005 Liina Pylkkänen, Andrew Stringfellow, and Alec Marant
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Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Dec 25, 2015

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Page 1: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to

Phonotactic Probability but Not to Neighborhood Density

Sarah LaszloThe Cognition and Brain Laboratory

For Psych 593SG

9.22.2005

Liina Pylkkänen, Andrew Stringfellow, and Alec Marantz

Page 2: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

10 Minute MEG

Page 3: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

30 Second MEG

MEG is like EEG, but with magnetic fields instead of electrical current, much better spatial resolution and much more expensive equipment

+ + MEG

Page 4: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

10 Minute MEG

Wherever there is electrical current, there is a magnetic field:

Page 5: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

10 Minute MEG

Wherever there is electrical current, there is a magnetic field:

There is bioelectric currentin post-synaptic neurons,so there is a magnetic field associated with their firing.

Page 6: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

10 Minute MEG

Wherever there is electrical current, there is a magnetic field:

There is bioelectric currentin post-synaptic neurons,so there is a magnetic field associated with their firing.

Just as we measure that bioelectric current with EEG,we measure the associatedmagnetic field with MEG

Page 7: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

10 Minute MEG

MEG shares some of the pitfalls of EEG:- These magnetic fields are small and tend to cancel each other out, so we can only measure them when they are produced by a large population of neurons firing nearly simultaneously and in a serendipitous configuration

Page 8: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

10 Minute MEG

And has additional pitfalls all of its own:- The magnetic field of the earth is many orders of magnitude greater than any signal made in the brain, so MEG facilities have to be magnetically shielded (adding to the $$ factor)

Page 9: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

10 Minute MEG

The Payoff:-In addition to EEG quality temporal information, MEG can provide millimeter quality spatial information

Page 10: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

10 Minute MEG

The Payoff:-In addition to EEG quality temporal information, MEG can provide millimeter quality spatial information

(Because the skull and skin do not distort the magnetic signal the way they do the electrical signal)

Page 11: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

10 Minute MEG

The Apparatus:

® Elekta Corporation

Page 12: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The Matter at Hand

The M350 MEG component

Pylkkänen et al, 2003® Elekta Corporation

Page 13: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The Matter at Hand

The M350 MEG component

Before Trial Averaging

Pylkkänen et al, 2002, 2003

Page 14: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The Matter at Hand

The M350 MEG component

After Trial Averaging

Pylkkänen et al, 2002, 2003

Page 15: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The Matter at Hand

The M350 MEG component- Left Temporal generator

- 300-450 msec peak latency

Pylkkänen et al, 2002

Page 16: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The Matter at Hand

The M350 MEG component- Left Temporal generator

- 300-450 msec peak latency

- Sensitive to many of the same factors as the N400

- NOT entirely homologous to the N400

- peaks earlier, narrower waveform

Pylkkänen et al, 2002

N400

Federmeier and Laszlo, in prep

Page 17: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Not Homologous, but Informative

Elbow-nudging, winking, sneaky, critical assumption of this paper:- Even though the M350 is not directly homologous to the N400, it is at least an early component of the N400, so knowing more about the M350 can inform theories of the N400.

Page 18: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The goal of the study

“ … to determine whether the M350 MEG response component reflects automatic

lexical activation or subsequent processing.”

Page 19: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The tumultuous past

There is no past in MEG research

Page 20: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The tumultuous past

There is no past in MEG research

*wink, wink*

There are however several ERP studies which have asked this same question about the N400

Page 21: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The tumultuous past

There is no past in MEG research

*wink, wink*

There are however several ERP studies which have asked this same question about the N400

AND there are behavioral tasks which can identify and discriminate between automatic lexical and controlled post-lexical processes

Page 22: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The tumultuous past

The Masked Priming Paradigm- Behavioral evidence suggests that semantic priming does not require awareness of the prime:

Page 23: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The tumultuous pastThe Masked Priming Paradigm

- Behavioral evidence suggests that semantic priming does not require awareness of the prime:

&&&

DOG

&&&

+

CAT

150 msec

10 msec

150 msec

500 msec

LEXICAL DECISION

Page 24: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The tumultuous pastThe Masked Priming Paradigm

- Behavioral evidence suggests that semantic priming does not require awareness of the prime:

Conclusion: Behavioral semantic priming must be an automatic process

Page 25: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The tumultuous pastThe Masked Priming Paradigm

- Behavioral evidence suggests that semantic priming does not require awareness of the prime:

Conclusion: Behavioral semantic priming must be an automatic process

Can semantic priming effects on the N400 also be elicited without awareness of the priming stimulus?

+

unprimed

primed

Page 26: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The tumultuous past

Can semantic priming effects on the N400 also be elicited without awareness of the priming stimulus?

If yes, the N400 must be automatic (lexical)

If no, the N400 must be controlled

(post-lexical) ?

Page 27: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The tumultuous past

The N400 is a controlled process

The N400 is an automatic process

The N400 DOESN’T show a semantic priming effect when primes are masked below perceptual threshold (Brown and Hagoort, 1993)

Page 28: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The tumultuous past

The N400 is a controlled process

The N400 is an automatic process

The N400 DOESN’T show a semantic priming effect when primes are masked below perceptual threshold (Brown and Hagoort, 1993)

The N400 DOES show a semantic priming effect when primes are masked below perceptual threshold (Deacon et al, 2000)

Page 29: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The tumultuous past

The N400 is a controlled process

The N400 is an automatic process

The N400 DOESN’T show a semantic priming effect when primes are masked below perceptual

threshold (Brown and Hagoort, 1993)

The N400 DOES show a semantic priming effect when primes are masked below perceptual

threshold (Deacon et al, 2000)

Deacon et al’s explanation:

-We threw out subjects who showed no priming effect for unmasked primes

Page 30: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The tumultuous past

The N400 is a controlled process

The N400 is an automatic process

The N400 DOESN’T show a semantic priming effect when primes are masked below perceptual

threshold (Brown and Hagoort, 1993)

The N400 DOES show a semantic priming effect when primes are masked below perceptual

threshold (Deacon et al, 2000)

Deacon et al’s explanation:- We threw out subjects who showed no priming effect for unmasked primes

- Brown and Hagoort used a between subjects design, preventing a similar exclusion system, and obfuscating the semantic priming effect they surely would have seen to masked primes with a similar system in place

Page 31: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The enlightened present (2002)

Let’s do away with this barbaric and uninterpretable masked priming procedure

Page 32: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

The enlightened present (2002)

Let’s do away with this barbaric and uninterpretable masked priming procedure

New Paradigm:

Lexical decision with a twist

Page 33: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Lexical decision with a twist

Lexical decision:Participants see words and nonwords and push one button for ‘word’ and one button for ‘nonword’

CAT

+

CIT

Page 34: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Lexical decision with a twist

All stimuli vary simultaneously inphonotactic probability and phonological neighborhood density

Page 35: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Lexical decision with a twist

All stimuli vary simultaneously inphonotactic probability and phonological neighborhood density

High probability / density

Low probability / density

Word [bell line] [page dish]

Nonword [mide pake] [jize yush]

Page 36: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Lexical decision with a twist

High probability / density

Low probability / density

Word [bell line] [page dish]

Nonword [mide pake] [jize yush]

High phonotactic probability: /be/ is more likely than /dZi/High neighborhood density: more words sound like ‘line’ than dish

Page 37: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Lexical decision with a twist

All stimuli vary simultaneously inphonotactic probability and phonological neighborhood density

High probability / density

Low probability / density

Word [bell line] [page dish]

Nonword [mide pake] [jize yush]

*There were no high probability / low density or low probability /high density items

Page 38: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Lexical decision with a twist

All stimuli vary simultaneously inphonotactic probability and phonological neighborhood density

High probability / density

Low probability / density

Word [bell line] [page dish]

Nonword [mide pake] [jize yush]

*There were no high probability / low density or low probability /high density items

Page 39: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Lexical decision with a twist

WHY make up this complicated task?

Page 40: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Lexical decision with a twist

WHY make up this complicated task?

Because high probability items facilitate lexical activation, but high density items inhibit lexical decision (Vitevich and Luce, 1998, 1999)

Page 41: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Lexical decision with a twist

WHY make up this complicated task?

Because high probability items facilitate lexical activation, but high density items inhibit lexical decision

Remember the goal of the study:

“ … to determine whether the M350 MEG response component reflects automatic lexical activation or subsequent processing.”

Page 42: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Lexical decision with a twist

If the M350 is a lexical component, it should onset earlier for high than low probability items.If the M350 is a post-lexical component, it should onset later for those same items because they are also high density.

The predictions:

Page 43: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Lexical decision with a twist

If the M350 is a lexical component, it should onset earlier for high than low probability items.If the M350 is a post-lexical component, it should onset later for those same items because they are also high density.

WHY make up this complicated task?

What a sophisticated and informative design!

Page 44: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Informative!

The behavioral results:- HIGH items were responded to more slowly in the lexical decision task

This is expected, because high density items inhibit lexical decision

Page 45: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Informative!

The behavioral results:- HIGH items were responded to more slowly in the lexical decision task

This is expected, because high density items inhibit lexical decision

The big question: Does M350 latency track RT for HIGH items?

Page 46: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Informative!

Peak latency is reduced for high probability words

Remember: high probability items facilitate lexical processing, but inhibit post-lexical

processing

Words Data

Page 47: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Informative!

Wow! Even though RT to HIGH items was LONGER, M350 latency was SHORTER!

Page 48: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Informative!

Wow! Even though RT to HIGH items was LONGER, M350 latency was SHORTER!

Conclusion: The M350 must be an automatic lexical component

Page 49: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Informative AND thought-provoking

- Nope, sorry, I still think this design is overly complicated and / or entirely uninformative?

Page 50: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Informative AND thought-provoking

- Nope, sorry, I still think this design is overly complicated and / or entirely uninformative?

- You left out my favorite result! Why didn’t you talk about it??

Page 51: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Informative AND thought-provoking

- Nope, sorry, I still think this design is overly complicated and / or entirely uninformative?

- You left out my favorite result! Why didn’t you talk about it??

- I’m still unclear about aspect X of the MEG recording and optimistically hope you might be able to elaborate?

Page 52: Neuromagnetic Evidence for the Timing of Lexical Activation: An MEG Component Sensitive to Phonotactic Probability but Not to Neighborhood Density Sarah.

Thanks for listening!