Spreading activation
Semantic networks
Lexical decision task
Participants read stimuli and are asked to say as quickly as possible whether the item is a word or not
Coglab:Lexical decision task
Independent variable is association between first and second word (if associated, second word RT faster)
Called priming effect
Dependent variable: reaction time
Coglab results
Word then non word had fastest reaction time then:
Myer and Schvaneveldt-lexical decision task
Criticism of Collins and Quillians semantic network
The connectionist approach
“Units” in the connectionist approach
Input units: activated by stimulation from enviro
Hidden units: receive input from input units
Output units: receive input from hidden units
How learning occurs in the connectionist approach
Error signal in connectionist approach
-difference between actual activity of each output unit and the correct activity
Back propagation (in connectionist approach)
Graceful degradation (connectionist approach)
Disruption of performance occurs gradually as parts of the system are damaged
In semantic network: 1 concept is at one node and if it’s broken it’s gone
In connectionist approach: concept represented at multiple units and if one is damaged, concept may still be there
What type of learning process is the connectionist approach
A slow learning process that creates a network capable of handling a wide range of inputs
Learning can be generalized (if for e.g. new concepts share a lot of features with old concepts)
Categories in the brain
Different areas of the brain may be specialized to process information about different categories
Sensory-functional (S-F) hypothesis
Multiple factor approach
Looks at how concepts are divided up within a category rather than identifying specific brain areas of networks for different concepts
Crowding
When different concepts within a category share many properties (animals all share eyes and legs)
Results in higher similarity
Hoffman and Lambon Ralph experiment
Animals were rated higher for colour and motion
Artifacts rated higher for performed action
Semantic category approach
Results: Similar words have similar locations in the brain
The embodied approach
-Our knowledge of concepts is based on reactivation of sensory and motor processes that occur when we interact with the object
Mirror neurons: neurons that fire when we do a task or when we observe another doing the same task
Semantic somatotopy
Movements: e.g. foot movement
Action word: e.g. kick
Lights up similar areas in the brain
Hub and Spoke model
-proposes that areas of the brain specialized for different functions are linked to the anterior temporal lobe (ATL), which integrates the information from these areas
Pobric et al TMS experiment
TMS stimulation of the ATL affected subjects speed of naming equally for artifacts and living things
TMS stimulation of the parietal cortex caused an increase in speed of naming only for artifacts
TMS
Temporarily disrupts the functioning of a particular area of the brain by applying a pulsating magnetic field using a stimulating coil