cognitive psych finals Flashcards
the multiple-factor approach
distributed representation
use factors beyond sensory and function to determine how concepts are divided within a category
Hoffman & Ralph
160 items, rate each item on features such as (color, taste, motion, sound, etc)
- animals were more highly associated with motion and color
- artifacts were more highly associated with performed actions
- mechanical devices (machines, vehicles) and musical instruments show an overlap, occupy a middle ground
animals have a crowding effect: animals tend to share many properties (eyes, legs, mouth, ability to move)
- propose that those with category-specific impairment just find it harder to differentiate bc animals are very similar
conceptual knowledge
knowledge that enables us to recognize objects and events and to make inferences about their properties
concept
mental representation of a class or individual, categories of objects, events, and abstract ideas
concepts provide rules for creating categories
category
includes all possible examples of a particular concept
definitional approach to categorization
- decide whether something is a member of a category by determining whether a particular object meets the definition of a category
- the problem is not all members of everyday categories have the same features
- decide whether something is a member of a category by determining whether a particular object meets the definition of a category
- the problem is not all members of everyday categories have the same features
definitional approach to categorization
Wittgenstein
proposed the idea of family resemblance, allows for some variation within a category
proposed the idea of family resemblance, allows for some variation within a category
Wittgenstein
prototype approach
membership is determined by comparing the object to a prototype that represents the category
membership is determined by comparing the object to a prototype that represents the category
prototype approach
prototype
- typical member of the category, based on an average of members of a category
- not an actual member of the category but is an average representation of the category
high vs low typicality
high > closely resembles the prototype
low > does not closely resemble the prototype
effects of prototypicality
- family resemblance
- typicality (people react rapidly to members of the category that are “typical” of the category)
- naming (prototypical objects are more likely to be named first)
- priming (prototypical objects are affected more by priming, green color example)
Smith & coworkers
[sentence verification technique]
- determine how rapidly people could answer questions about an object’s category (eg. is apple a fruit vs is pomegranate a fruit)
- participants responded faster for objects that had high prototypicality, typicality effect
[sentence verification technique]
- determine how rapidly people could answer questions about an object’s category (eg. is apple a fruit vs is pomegranate a fruit)
- participants responded faster for objects that had high prototypicality, typicality effect
Smith & coworkers
typicality effect
participants responded faster for objects that had high prototypicality
participants responded faster for objects that had high prototypicality
typicality effect
sentence verification technique
determine how rapidly people could answer questions about an object’s category (eg. is apple a fruit vs is pomegranate a fruit)
test how prototypical objects are affected more by priming
Rosch
- prime a word (”green”), show 2 primary green, or 2 light green, or 2 different primary colors, participants were asked if the colors are the same, faster response to the primary green pair (because that is the most typical green we are aware of, thus would imagine in our minds)
Rosch
prime a word (”green”), show 2 primary green, or 2 light green, or 2 different primary colors, participants were asked if the colors are the same, faster response to the primary green pair (because that is the most typical green we are aware of, thus would imagine in our minds)
prime a word (”green”), show 2 primary green, or 2 light green, or 2 different primary colors, participants were asked if the colors are the same, faster response to the primary green pair (because that is the most typical green we are aware of, thus would imagine in our minds)
Rosch
exemplar approach
determining whether an object is similar to other objects by comparing an object to an exemplar in the category
determining whether an object is similar to other objects by comparing an object to an exemplar in the category
exemplar approach
exemplar
actual members of the category that a person has encountered in the past
benefits of exemplar approach
- able to take into account individual cases
- works well for more variable categories like ‘games’ > more difficult to think of a prototype for ‘game’ but can think of many exemplars
prototypes vs exemplars
- people may use both approaches, initially, we average exemplars into prototypes, then exemplar info becomes stronger
- we generally know what is the prototype but we know our own specific exemplar the best
Collins and Quillian’s hierarchical approach
- network consists of nodes that are connected by links
- each node is a category or concept
- hierarchical model because it contains levels that arrange to be more specific as it gets to the bottom
- to know more about a specific object, you move up the link, can tell different properties
- these properties are stored at a higher-level node to reduce storage space (bc most of these properties apply to more than one object)
cognitive economy
- storing shared properties just once at a higher-level node
- makes the network more efficient but this means overgeneralizing certain objects
- exceptions will be added to lower-level nodes, specific to that object only
how to test the accuracy of hierarchical model?
- measure time taken to retrieve info about a concept
- this is determined by the distance between nodes, further the distance, longer it takes
spreading activation
is the activity that spreads out along any link that is connected to an activated node, can influence priming
Meyer & Schvaneveldt
[lexical decision task] tasked to answer if the string of letters is a word or non-word trials had a. 2 nonwords b. 1 nonword-1 word c. 2 words (not related) d. 2 words (closely related) faster response for d. bc retrieving one word from memory triggered a spread of activation to other nearby locations in a network
[lexical decision task] tasked to answer if the string of letters is a word or non-word trials had a. 2 nonwords b. 1 nonword-1 word c. 2 words (not related) d. 2 words (closely related) faster response for d. bc retrieving one word from memory triggered a spread of activation to other nearby locations in a network
Meyer & Schvaneveldt
criticisms of the hierarchical model
- could not explain typicality effect
- cognitive economy – some people store specific info at the node for the object not one level higher
- some people can reply faster to nodes further away (more vague) (eg. is pig a mammal vs is pig an animal, ppl answer to animal faster but it is a further node)
network models of categorization
- hierarchical approach
- connectionist approach
connectionism
an approach to creating computer models for representing cognitive processes
an approach to creating computer models for representing cognitive processes
connectionism
connectionist model
parallel distributed processing (PDP)
what is parallel distributed processing (PDP)
- a connectionist model
- made up of units
- input, output, hidden units
- connection weights (thicker means stronger activation)
- activation of units depend on:
signal that originates from input unit
connection weights throughout the network
McClelland & Rogers
coined the idea of a connectionist network
coined the idea of a connectionist network
McClelland & Rogers
how to train a connectionist network
- in an untrained network, a lot of wrong units will be activated due to the spreading activation and incorrect differences in weights
- learning process occurs when the erroneous responses in the property units cause an error signal to be sent back through the network, by a process called back propagation
- through the training process, learn to assign different weights, so that activation is more accurate next time and only activates the proper units
benefits of a connectionist model
- the operation of connectionist networks is not totally disrupted by damage
- connectionist networks can explain generalization of learning
connectionist networks can explain generalization of learning
- similar concepts have similar patterns
- training a system to recognize one concept also provides info about another related concept
- this is similar to the way we learn about concepts we have never seen before
graceful degradation
disruption of performance occurs only gradually as parts of the system are damaged
disruption of performance occurs only gradually as parts of the system are damaged
graceful degradation
4 proposals about how concepts are represented in the brain
- the sensory-functional approach
- the multiple-factor approach
- the semantic category approach
- the embodied approach
the sensory-functional approach
- ability to differentiate living things and artifacts (non-living things) depends on a memory system that distinguishes sensory attributes (fur pattern) and a system that distinguishes functions (how is a tool used)
- studied category-specific impairment patients: impairment in which they had lost the ability to identify one type of object but retained the ability to identify other types of objects
- ability to differentiate living things and artifacts (non-living things) depends on a memory system that distinguishes sensory attributes (fur pattern) and a system that distinguishes functions (how is a tool used)
- studied category-specific impairment patients: impairment in which they had lost the ability to identify one type of object but retained the ability to identify other types of objects
sensory-functional approach
rejections of sensory-functional approach
- patient with sensory deficit (performed poorly on perceptual tests) better at identifying animals than artifacts
- patients are able to identify mechanical devices but not for other artifacts, artifacts are not a single homogeneous category
Hoffman & Ralph
160 items, rate each item on features such as (color, taste, motion, sound, etc)
- animals were more highly associated with motion and color
- artifacts were more highly associated with performed actions
- mechanical devices (machines, vehicles) and musical instruments show an overlap, occupy a middle ground
160 items, rate each item on features such as (color, taste, motion, sound, etc)
- animals were more highly associated with motion and color
- artifacts were more highly associated with performed actions
- mechanical devices (machines, vehicles) and musical instruments show an overlap, occupy a middle ground
Hoffman & Ralph
the semantic category approach
there are specific neural circuits in the brain for some specific categories
- Mahon & Caramazza proposed that there are a limited number of categories that are innately determined bc of their importance for survival (eg face, place, body)
- Huth proposed the category map, indicates where specific words activate in the cortex (eg. words associated with violence at the back of the brain)
Mahon & Caramazza
proposed that there are a limited number of categories that are innately determined bc of their importance for survival (eg face, place, body)
proposed that there are a limited number of categories that are innately determined bc of their importance for survival (eg face, place, body)
Mahon & Caramazza
proposed the category map, indicates where specific words activate in the cortex (eg. words associated with violence at the back of the brain)
Huth
Huth
proposed the category map, indicates where specific words activate in the cortex (eg. words associated with violence at the back of the brain)
the embodied approach
- states that our knowledge of concepts is based on reactivation of sensory and motor processes that occur when we interact with the object
- Hauk measured participants’ brain activity using fMRI under 2 conditions
(1) as participants did actual movements and
(2) as participants read action words of such movements
activation is more extensive for actual movements
but activation caused by reading occurs in approximately the same areas of the brain
Hauk
measured participants’ brain activity using fMRI under 2 conditions
(1) as participants did actual movements
(2) as participants read action words of such movements
activation is more extensive for actual movements
but activation caused by reading occurs in approximately the same areas of the brain
measured participants’ brain activity using fMRI under 2 conditions
(1) as participants did actual movements
(2) as participants read action words of such movements
activation is more extensive for actual movements
but activation caused by reading occurs in approximately the same areas of the brain
Hauk
semantic somatotopy
correspondence between words related to specific parts of the body and the location of brain activity
correspondence between words related to specific parts of the body and the location of brain activity
semantic somatotopy
rejections of the embodied approach
- patient AA: suffered a stroke, impaired physical motion, but had no trouble recognizing objects
- not well suited to explain our knowledge of abstract concepts
TRANSCRANIAL MAGNETIC STIMULATION (TMS)
- temporarily disrupt the functioning of a particular area of the brain by applying a pulsating magnetic field using a stimulating coil placed over the person’s skull
- if the particular behavior is disrupted by the pulses, conclude that the disrupted area of the brain is involved in that behavior
hub and spoke
hub (main, integrates the info from other brain areas), spoke (specialized brain areas)
hub causes general deficits
spoke causes specific deficits
anterior temporal lobe (ATL)
a hub that plays a role in integrating info
family resemblance
idea that things in a particular category resemble one another in a number of ways
Rosch & Mervis
- concluded that there is a strong relationship between family resemblance and prototypicality
- when an item’s characteristics have a large amount of overlap with the charcateristics of many other items in a catergory, this means that the family resemblance of these items is high
Mervis et al.
when subjects were asked to list as many objects in a category as possible, they tend to list the most prototyipcal members of the category first
when subjects were asked to list as many objects in a category as possible, they tend to list the most prototyipcal members of the category first
Mervis et al.
hierarchical organization
a kind of organization in which larger, more general categories are divided into smaller, more specific ones, creating a number of levels of categories
Rosch’s approach: basic level categories
(1) global – can only name a few descriptors
(2) basic – name quite a few features of basic objects
(3) specific – can name a lot of features but this info is not v useful
Tanaka & Taylor
showed pictures of objects, participants were experts or non-experts
- experts (eg of birds) named specific objects (birds) when they saw a picture of it
- non-expert simply said the basic level (bird)
showed pictures of objects, participants were experts or non-experts
- experts (eg of birds) named specific objects (birds) when they saw a picture of it
- non-expert simply said the basic level (bird)
Tanaka & Taylor
visual imagery
seeing in the absence of a visual stimulus
mental imagery
broader term that refers to the ability to re-create the sensory world in the absence of physical stimuli of all senses
Wundt
first person to apply scientific method into understanding the human mind
approach: structuralism – elements “periodic table of the mind”
method: analytic introspection
- proposed that images were one of the three basic elements of consciousness (along with sensations and feelings)
- proposed that images accompany thought
imageless thought debate
the debate about whether thought is possible in the absence of images
Francis Galton
proposed that imagery is not required for thinking
proposed that imagery is not required for thinking
Francis Galton
Alan Paivio
proposed the idea that it is easier to remember concrete nouns that can be imagined vs abstract nouns through the technique of paired-associated learning
who proposed the technique of paired-associated learning
Alan Paivio
[Paired-Associated Learning]
- participants are presented with pairs of words
- during the test period, they are presented with the first word of each pair
- the task is to recall the paired word
conceptual peg hypothesis
concrete nouns create images that other words can hang onto and enhances memory for these words
[Mental Chronometry]
determining the amount of time needed to carry out various cognitive tasks (mental rotation of a geometric object to figure out if they were the same shape (supports spatial representation theory)
Shepard & Metzler
mental chronometry
mental chronometry
Shepard & Metzler
mental scanning
create mental images and then scan them in their minds
Kosslyn, mental scanning
- asked participants to memorize a picture of an object (eg a boat) and create an image of that object in their mind
- focus on one part of the boat, then asked to look for another part of the boat (to press the “true” button once they located it and “false” when they could not find it)
- proposed that it would take longer to locate a part of the boat if it was further away
- asked participants to memorize a picture of an object (eg a boat) and create an image of that object in their mind
- focus on one part of the boat, then asked to look for another part of the boat (to press the “true” button once they located it and “false” when they could not find it)
- proposed that it would take longer to locate a part of the boat if it was further away
Kosslyn
imagery debate
a debate about whether imagery is based on spatial mechanism or on mechanisms related to language
spatial representations
representations in which different parts if an image can be described as corresponding to specific locations in space
representations in which different parts if an image can be described as corresponding to specific locations in space
spatial representations
epiphenomenon
something that accompanies the real mechanism but is not actually part of the mechanism
Pylyshyn
- argued that just because we experience imagery as spatial, does not mean that the underlying representation is spatial
- proposed propositional representations
who proposed propositional representations
Pylyshyn
propositional representations
representations in which relationships can be represented by abstract symbols
representations in which relationships can be represented by abstract symbols
propositional representations
depictive representations
representations in which parts of the representation correspond to parts of the object
representations in which parts of the representation correspond to parts of the object
depictive representations
Kosslyn, mental walk task
- imagine you are walking toward a mental image of the animal
- takes longer to walk toward the smaller animal before the animal fills up the entire visual field
mental walk task
Kosslyn
rabbit and elephant vs rabbit and fly
when asked questions about details of the rabbit, faster response when the rabbit was larger in the visual field
Cheves Perky
asked participants to describe a banana, a faint image of a banana was projected in front of them, their descriptions matched the projection but no one realized there was a picture there
asked participants to describe a banana, a faint image of a banana was projected in front of them, their descriptions matched the projection but no one realized there was a picture there
Cheves Perky
method of loci
a method in which things to be remembered are placed at different locations in a mental image of a spatial layout
a method in which things to be remembered are placed at different locations in a mental image of a spatial layout
method of loci
pegword technique
involves imagery, associate items with concrete words
ways to use imagery to improve memory
- method of loci - placing images at locations
2. peg word - associate image with words
[Paper Folding Test]
- Kozhevnikov
- saw a piece of folded paper, then pierced by a pencil
- imagine what the unfolded paper will look like from 5 options
- tested: spatial imagery
[Vividness of Visual Imagery Questionnaire (VVIQ)]
- Kozhevnikov
- participants rated on a 5-point scale, the vividness of mental images they were asked to create
- tested: object imagery
object imagery
ability to image visual details, features of objects
spatial imagery
ability to image spatial relations
Kozhevnikov
- classified participants into visualizers and verbalizers
visualizers; test to measure 2 types of imagery: spatial & object - spatial and object imagery are negatively correlated, if you are good at spatial, you are likely to not be that good at object
[Degraded Pictures Task]
a drawing hidden among a bunch of degraded lines (looks like disjointed scribbles, when you connect some of these lines they form an image of a drawing of something
- umbrella under the dots and lines
[Recording from Single Neurons in Humans]
- participants were patients with intractable epilepsy that couldn’t be controlled by drugs, a possible cure is to remove the small area of the brain called the epileptic focus
- electrodes are implanted in the patients’ brains and then monitored over a period of days, if there is a spontaneous seizure, it can help pinpoint the location of the focus
- apart from that, electrodes can record activity caused by cognitive actions such as perceiving, imaging, and remembering
Kreiman et al.
- measured neuron firing rate when object was presented (perceived) and when it was imagined (imagery)
- neuron fired in the same way, these are called imagery neurons
measured neuron firing rate when object was presented (perceived) and when it was imagined (imagery)
Kreimen et al.
Samuel Le Bihan
both perception and imagery activate in the visual cortex (imagery less activation)
who discovered that both perception and imagery activate in the visual cortex
Samuel Le Bihan
topographic map
- visual cortex is organized in which specific locations on a visual stimulus cause activity at specific locations in the visual cortex
- points next to each other on the stimulus cause activity at locations next to each other on the cortex
how are mental images of different sizes represented in the brain
- small images were concentrated at the back of the brain, as the images get bigger, it travels to the front of the visual cortex
- and this is similar for perception
findings from neuropsychological studies on visual imagery
- removing part of the visual cortex decreases image size
- problems with perceiving are accompanied by problems with imagery
- there are dissociations between imagery and perception
unilateral neglect
- patient ignores objects in one half of the visual field
- caused by damage to the parietal lobe
patient RM (visual imagery)
- normal perception but impaired imagery
- can recognize and draw objects but cannot draw from memory
- had trouble replying to questions that involved having to imagine something
- normal perception but impaired imagery
- can recognize and draw objects but cannot draw from memory
- had trouble replying to questions that involved having to imagine something
patient RM
patient CK (visual imagery)
- impaired perception but normal imagery
- suffered from visual agnosia, inability to visually recognize objects, could recognize parts of objects but could not integrate them into a meaningful whole
- able to draw from memory but when shown his drawings, he could not recognize what he drew
- impaired perception but normal imagery
- suffered from visual agnosia, inability to visually recognize objects, could recognize parts of objects but could not integrate them into a meaningful whole
- able to draw from memory but when shown his drawings, he could not recognize what he drew
patient CK
conclusions from the imagery debate
- perception occurs automatically when we look at
something, but imagery needs to be generated with some
effort - perception is stable but imagery is fragile (can vanish without continued effort)
- harder to manipulate mental images
what is language?
- language is the idea that the ability to string sounds and words together opens the door to a world of communication
- language is a system of communication using sounds or symbols that enables us to express our feelings, thoughts, ideas, and experiences
human language
humans use a variety of signals which can be combined in countless ways, thus it makes human language creative
hierarchical nature of language
consists of a series of small components that can be combined to form larger units → words can form phrases, phrases form sentences, which form a component of a story
rule based nature of language
components can be arranged in certain ways (to make sense) but not others (adjective then noun followed by verb, not verb then noun and adjective)
universal need to communicate with language
- deaf children find ways to communicate even if no one there signs, use simple/novel sign language in the form of hand gestures
- all humans with normal capacities develop a language and learn to follow its complex rules, even though they are not fully aware of the rules (go by feels)
- there isn’t a single culture without language
language development is similar across cultures (babbling, words, phrases, sentences) - unique but the same (same in the way that every language has nouns, verbs, and grammar rules)
frontal lobe (Broca’s area)
production of language
which part of the brain is in charge of the production of language
frontal lobe (Broca’s area)
temporal lobe (Wernicke’s area)
comprehension of language
which part of the brain is in charge of the comprehension of language
temporal lobe (Wernicke’s area)
psycholinguistics
- psychological study of language
- discover the psychological processes by which humans acquire and process language
lexicon
all the words we know, “mental dictionary”
all the words we know, “mental dictionary”
lexicon
meaning of language
semantics
semantics
meaning of language
lexical semantics
meaning of words
word frequency effect
- the fact that we respond more quickly to high-frequency words than to low-frequency words
- study shows a slow response to low-frequency words because readers need more time to access the meaning of the words
Pollak & Pickett
meaning of words are context-dependent
- words are more difficult to understand when taken out of context and presented alone
- record conversations of participants
- participants were presented with their own voice recordings but only isolated words
- cant identify the same words when the words were isolated
- shows that their ability to perceive words in conversations is aided by the context
complications in understanding words
- word frequency effect
- pronunciation
- there are no silences between words in normal conversations
the ability to hear and understand spoken words is affected by
- how frequently we have encountered a word in the past
- the context in which the words appear
- knowledge of statistical regularities of our language
- knowledge of word meanings
speech segmentation
the perception of individual words even though there are often no pauses between words
lexical ambiguity
words can have more than one meaning
[Lexical Priming] Tanenhaus et al.
- task is to read the probe word ‘flower’, timed how fast it took to read
condition 1: she held a rose (flower) ——– faster
control: she held a post (flower)
condition 2: they all rose (flower) ———– faster than control, not as fast as (1)
control: they all touched (flower)
- with 200ms delay, condition 2 took longer than control – flower meaning of rose is gone, context provided by the sentence helps determine the meaning of the word, context exerts its influence after a slight delay
Lexical Priming of “rose” and “flower”
Tanenhaus et al.
biased dominance
when a word has more than one meaning and the meaning of one of the words occurs more frequently than the others
when a word has more than one meaning and the meaning of one of the words occurs more frequently than the others
biased dominance
balanced dominance
when a word has more than one meaning and the meanings of the words are equally likely
when a word has more than one meaning and the meanings of the words are equally likely
balanced dominance
syntax
structure of a sentence
structure of a sentence
syntax
parsing
consider how meaning is created by grouping of words into phrases, making sense of sentences
garden path sentences
- a sentence that begins to mean one thing, but as you read on, it end ups meaning something else
- leads to temporary ambiguity
late closure
when a person encounters a new word, the person’s parsing mechanism assumes that this word is part of the current phrase, each word is added to the current phrase for as long as possible
when a person encounters a new word, the person’s parsing mechanism assumes that this word is part of the current phrase, each word is added to the current phrase for as long as possible
late closure
who tested garden path method of parsing?
Frazier
constraint-based approach to parsing
- influence of word meaning – the word can be used as a verb or adjective depending on the noun used
- influence of story context – the horse raced past the barn fell
- influence of scene context – apple on the towel in the box
- influence of memory load and prior experience with language – subject & object-relative clause
visual world paradigm
- Tanenhaus
- involves determining how info in a scene can influence how a sentence is processed (apple on the towel in the box)
influence of memory load and prior experience with language
main clause & embedded clause
- subject-relative clause: easier to understand if both clauses have the same subject (noun)
- object-relative clause: harder/longer to understand bc subject became the object in the embedded clause,
- > demands more of the reader’s memory (higher memory load, slows down processing)
- > more complicated, subject switch to object later on
[Predicting what the boy will do] Altmann & Kamide
- picture of a boy in a playroom with toys around and a cake
- participants heard “the boy will move” and “the boy will eat”
- eye movement measured
“move”: took 127msec after they heard “cake” to look at the cake
“eat” took -87msec = before they even heard “cake” they looked at the cake