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PS4529/30 Applications of Cognitive Neuroscience

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PS4529/30 Applications of Cognitive Neuroscience. MTL. MTL. MTL. MTL. Consensus View of Long-Term Memory. ENCODING RETRIEVAL Seeing Word Hearing Word. A Specific Example. The constructive memory framework (CMF) - PowerPoint PPT Presentation
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Page 1: PS4529/30 Applications of Cognitive Neuroscience

PS4529/30PS4529/30ApplicationsApplicationsof Cognitiveof CognitiveNeuroscienceNeuroscience

Page 2: PS4529/30 Applications of Cognitive Neuroscience

Consensus View of Long-Term Memory

ENCODING RETRIEVAL

Seeing Word

Hearing Word

MTL

MTL

MTL

MTL

Page 3: PS4529/30 Applications of Cognitive Neuroscience

A Specific Example

• The constructive memory framework (CMF)• Schacter, DL, Norman, KA, and Koutstaal, W.

(1998). The cognitive neuroscience of constructive memory. Annual Review of Psychology, 49, 289-318.

• Invokes multiple brain regions• Some involved in encoding and retrieval• Some involved in either encoding or retrieval

• Comprising multiple functions that must interact dynamically with one another

Page 4: PS4529/30 Applications of Cognitive Neuroscience

CMF Neuroanatomy

• The hippocampal formation ‘Indexing’ of episodes: exactly how is unknown Necessary both for encoding and retrieval Damage leads to dense retrograde and anterograde

amnesia

• The frontal lobes Strategic control over memory: exactly how is again

unknown! Damage leads to confabulations, delusions, heightened

false memory, source amnesia

• The entire ‘association’ neocortex Representation of experienced content Damage should lead to loss of specific content of prior

episodes

Page 5: PS4529/30 Applications of Cognitive Neuroscience

CMF Retrieval Functions

Retrieval ‘focus’

Access to the records of attended information via a retrieval cue (by hippocampal pattern completion)

Inhibition of irrelevant information

Re-activation of episodic content (held in the neocortex)

Monitoring/evaluating retrieval products (prefrontally mediated)

Page 6: PS4529/30 Applications of Cognitive Neuroscience

How Many Experiences Have you Had?

1

10

100

1000

10000

100000

1000000

10000000

100000000

1000000000

HOUR DAY WEEK MONTH YEAR DECADE

TIME

Num

ber

of e

piso

des

(log)

Page 7: PS4529/30 Applications of Cognitive Neuroscience

Conway’s SMS Model

The Self Memory System (SMS) has two principle components:-

• 1. Autobiographical knowledge base– organised specifically to support our

sense of self

• 2. The (working) Self– comprises a goal hierarchy, and various

other internal mechanisms

Page 8: PS4529/30 Applications of Cognitive Neuroscience

Autobiographical Knowledge Base

‘Self’

Episodic Memory tied to specific experiences

(e.g. the CMF)

Retrieval

Consolidation

Encoding

Self-relatedsemantic knowledge

Abstracted from specificexperiences

Page 9: PS4529/30 Applications of Cognitive Neuroscience

Goal Hierarchy

Take a peek inside yourself…

Conceptual Self

Self

Autobiographical Knowledge Base

semantic knowledge

Episodic Memory(CMF)

Key point: the SMS system is ‘goal-driven’

Page 10: PS4529/30 Applications of Cognitive Neuroscience

The SMS greatly extends the CMF

• Conway: “all daily experiences are destined to be forgotten”– Unless they support longer-term goals

• In the short term, accurate memories are vital– Where did I leave my keys

• In the long-term, coherence (between goals) is vital– The ‘Husband-Hermit’ or ‘Saint-Sinner’ dilemma

Page 11: PS4529/30 Applications of Cognitive Neuroscience

SMS Goals• Short term (e.g. daily)

– Take the car for a service…– Find the keys…– Post the letter…

Overriding principle: accuracy!

• Long-term– Get a job– Learn how to drive– Buy a house– Become a solitary religious hermit– Be a loving husband

• Overriding principle: coherence

But: there is an accuracy-coherence trade-off!

Potential for conflict!

Page 12: PS4529/30 Applications of Cognitive Neuroscience

How is the trade-off achieved?

• The goal hierarchy maintains a stable and coherent set of short and long term goals

Goal Hierarchy

Eat and drink (everyday)Keep warm (everyday)

Have a conversation (most days)Watch TV (particular times)

Find the car keys (in 5 minutes)Avoid tripping up (when I walk)

Post the letter (sometime today)Dentist appointment (this week)

Revise (next month)Obtain graduation ball tickets (next few

months)Find a less annoying partner (yesterday!)

Get a 2:1 (next couple of years)Loose weight (before going on holiday)

Page 13: PS4529/30 Applications of Cognitive Neuroscience

The SMS: key points

• New memories are not formed ‘automatically’ from our experiences– But, experiences are always encoded (e.g. as per the CMF).

• An ABM is formed (and retrieved) only when the (working) self interacts with the autobiographical knowledge base

– Such interactions are entirely goal-driven

• Hence, specific experiences will be forgotten unless they relevant to a goal - within the goal hierarchy

• Stable self-image emerges from the coherence imposed by the goal hierarchy, perhaps at the expense of accuracy

Page 14: PS4529/30 Applications of Cognitive Neuroscience

Autobiographical Knowledge Base

‘Self’

Episodic Memory tied to specific experiences

(e.g. the CMF)

Retrieval

Consolidation

Encoding

Self-relatedsemantic knowledge

Abstracted from specificexperiences

Is this: (1) A scientifically acceptable and (2) A forensically useful model?

Page 15: PS4529/30 Applications of Cognitive Neuroscience

Can ERPs reveal exactly what is happening in the brain while people remember their past?

Page 16: PS4529/30 Applications of Cognitive Neuroscience

cueonset

Ecphory/inhibition

MonitoringRetrieval Perception/attention

Patterncompletion/

Binding

‘selective attention’

Stimuli

Time 0.1 0.2 0.40.3 0.5 0.70 0.6

Constructive Memory Framework

Page 17: PS4529/30 Applications of Cognitive Neuroscience

Focussed Search

Retrieve / Inhibit Monitor

Stimuli

0Time - 1 3 4 65 7 92 8

Retrieval success!!Retrieval failure

Page 18: PS4529/30 Applications of Cognitive Neuroscience

ERP correlates of retrieval from long-term memory

Page 19: PS4529/30 Applications of Cognitive Neuroscience

Stimuli

Time 0.1 0.2 0.40.3 0.5 0.70 0.6

Ecphory?

Monitoring?

Implicit Memory?

Familiarity?

Donaldson, Allan and Wilding (2003)Mecklinger (2000)Rugg and Wilding (2000)

F-N400

LP effect

RF effect

Page 20: PS4529/30 Applications of Cognitive Neuroscience

Content only (versus failure)

Content and Context

LP effect magnitude X content relation

Page 21: PS4529/30 Applications of Cognitive Neuroscience

Using ERPs to investigate the notion of encoding-retrieval overlap

1. By manipulating the content of what is encoded and retrieved.

2. By manipulating the timing of encoding and retrieval, to make them coincide.

Page 22: PS4529/30 Applications of Cognitive Neuroscience

1. Manipulating Content

• Operationally define different classes of study episode

• Record EEG when instances of each class of episode are recollected

• Form ERPs to each class of recollected episode

• Contrast the magnitude and topography of ERPs for each class of recollected episode

Page 23: PS4529/30 Applications of Cognitive Neuroscience

Encoding and Retrieval in vivo…

Olfactory (Gottfried et al, 2004)

and within ‘sensory domain’ too (Woodruff et al., 2005)

MTL

Encoding

MTL

Retrieval

TIMEVisual

Auditory

MTL

Encoding

MTL

Retrieval

Page 24: PS4529/30 Applications of Cognitive Neuroscience

Do ERPs revealDo ERPs revealmodality specific retrieval processes?modality specific retrieval processes?

• Subjects SAW and HEARD words at study

• Performed a word-stem (e.g. MOT__) cued recall task

• ERPs were formed to stems completed with Studied SEEN items Studied HEARD items Unstudied NEW items

• ERP retrieval effects for each sensory modality:- SEEN – NEW difference HEARD – NEW difference

Allan, Robb and Rugg (2000), Neuropsychologia, 38 1188-1205.

Page 25: PS4529/30 Applications of Cognitive Neuroscience

No!ERPs are insensitive to

differences in modality at retrieval

Recall auditory episodeRecall visual episode

As retrieval ends…

As retrievalbegins…

Page 26: PS4529/30 Applications of Cognitive Neuroscience

ERP Modality Experiment: ConclusionsERP Modality Experiment: Conclusions

• Multiple retrieval processes, active at different times– Onset ~ 0.5s after retrieval cue!

• Retrieval of ‘visual’ and ‘auditory’ episodes involves common processes. No evidence for modality specific retrieval processes.

• ERPs reflect a ‘core component’ of retrieval? – Changes in neocortical activity driven by the

Hippocampus during early stages of retrieval (prior to modality specific activations)?

– Or: attention to retrieval products?

Page 27: PS4529/30 Applications of Cognitive Neuroscience

Episodic Memory Mechanisms

ConsolidationMechanisms

AttentionalControl

Encoding Storage Retrieval

AttentionalControl

SemanticRecords

PerceptualRecords

Binding

ContextSemanticRecords

PerceptualRecords

Binding

Context

Page 28: PS4529/30 Applications of Cognitive Neuroscience

• Gain precise control over the relative timing of events experienced in different modalities.

• Stress the system by forcing it to handle very rapidly changing inputs, to reveal what the temporal limits are.

• Examine resulting performance behaviourally

• And use high temporal resolution neurophysiological data to expose the underlying functional states

2. Can we simultaneously encode and retrieve?

Allan and Allen (2005), Journal of Neuroscience, 25, 8122-9130.

Page 29: PS4529/30 Applications of Cognitive Neuroscience

Does encoding temporarily stop when retrieval occurs?

How Many Experiences Have you Had?

1

10

100

1000

10000

100000

1000000

10000000

100000000

1000000000

HOUR DAY WEEK MONTH YEAR DECADE

TIME

Num

ber

of e

piso

des

(log)

Page 30: PS4529/30 Applications of Cognitive Neuroscience

Visual

Auditory

+/- 200msec period of stimulus onset asynchrony (SOA) jitter, in 10 time bins (41 – 194msec)

E == encode (animacy task)

R == retrieve (old/new recognition)

Key

Phase 1

Phase 2

Phase 3

E E E

R

E

R

E

R R R

3-Phase Dual-task Paradigm3-Phase Dual-task Paradigm

Page 31: PS4529/30 Applications of Cognitive Neuroscience

Stimulus-Onset Asynchrony (SOA)

Encode time-line begins

WILD

Retrieve time-line begins

Time controlled ‘jitter’

Expt. 1 SOA range: 50-200msecExpt. 2 SOA range: 50-2000msec

Page 32: PS4529/30 Applications of Cognitive Neuroscience

0

10

20

30

40

50

60

70

80

% c

orr

ec

t

Full Hit 71.85 62.66

DA Hit 72.03 49.38

Full CR 79.21 71.04

DA CR 76.88

phase 2 phase 3

Dual-task Performance (Expt. 1)Dual-task Performance (Expt. 1)

Page 33: PS4529/30 Applications of Cognitive Neuroscience

Effect of ‘ignoring’ retrieval cues

Retrieval under full attention

Retrieval under distractedattention

LP effect minimal/absent under DA, replaced by F-N400but no reliable topographic differences (Allan and Allen, 2005)

Page 34: PS4529/30 Applications of Cognitive Neuroscience

• Encoding stabilised at a temporal gap of ~600msec(see Expt. 2), i.e. just as the ERP effect begins.

– retrieval cue processing is complete.– neocortical trace reactivation has commenced.– so ‘automatic’ encoding of experience can begin again?

• Retrieval shows a subtle alteration towards reliance on familiarity

• Mode-shifting between encoding and retrieval in human memory is relatively sluggish

•The LP effect may reflect the attention paid to retrieval products, not the representational nature of those products

Conclusions

Page 35: PS4529/30 Applications of Cognitive Neuroscience

Next week -

Do these ERP effects objectively indicate the presence / absence of an episodic memory?


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