Cog Psych Flashcards
What is cognition?
- An activity of the mind
- Fundamentally involves acquiring and using knowledge
○ The mind is a system that creates representations of the world so that we can act within it to achieve our goals
What are the mental process involved in cognition?
§ Perception § Memory § Attention § Decision-making § Reasoning § Problem solving § Imagining § Planning § Executing actions
When is a system cognitive?
- It must coordinate its behaviours with environmental features that are not always present
□ Cognitive agents interact with environment in ways that require them to refer to experiences that aren’t necessarily present right now
□ Rely on past experiences - In such cases, there is something else that stands in for the non-present thing
□ Mental representation
- Parts of a general representational system that
allows standing in to occur systematically in
relation to other related representational
states
What does it mean for cognisers to have agency?
○ Able to explore their world in some way
§ Sense and act on their environment to
□ Detect and effect changes
□ Gain information
○ Construct mental models to represent the causal structure of their environment
§ Mental model = mental representation that allows
you to represent a number of concepts in relation
to one another in a model of the world
○ Adapt their mental models in response to feedback from their behaviour
§ Constantly evolving and changing models
○ Use mental models to guide future behaviour
○ Form inferences to make sense of experience
What is the Turing test/imitation game?
○ Two people in rooms separate from the people playing the game
○ Pass notes under the doors: one person is male, one is female - person playing game needs to work out which is which based on answers they give on the paper
§ Both are trying to convinve the person that they
are female
○ Replaced the one of the people with a computer: had to guess whether the responses given were from a human or a computer
○ Computer passed the Turing test if the person guessing couldn’t distinguish which was human and which was computer (better than chance)
○ Given a particular linguistic input, if the machine can provide appropriate linguistic output than it could potentially pass the Turing test
○ Tests the idea that human cognition is somehting like computation
○ Psychology was evolving alongside with the computer
Describe the computational account for cognition
• The digital computer as a metaphor for thinking, reasoning, problem-solving:
○ The mind is the software
§ Runs programs based on algorithms
§ Sequential processing: If…Then…
○ The brain is biological hardware
• Thinking is the mental manipulation of symbols according to syntactic rules
○ Symbols represent our knowledge of things
and events (concepts)
○ Syntactic rules enable us to express the
relations between symbols
• Thinking is represented in a ‘metalese’
• Natural languages translate mentalese into a publicly expressed format
• Propositional representations are the basic units of mentalese
• Good for explaining some of the reasoning methods that humans engage in
○ Eg puzzles
What is mentalese?
○ A language of thought
○ Cognition takes place in a mental language
According to the computational account, are computers cognisers?
• This approach does permit AI as cognisers, with the brain being simply one physical system capable of running a program
What are propositional representations?
• A symbolic code to express the meaning of concepts, and the relationships between concepts
• Images can be expressed in the natural language (ie a description)
○ Eg ‘the cat is on the table’
• Or the underlying propositional representation of the relationship between concepts can be expressed as a propostion
○ Eg ON (CAT, TABLE)
§ Where ‘ON’ is the predicate stating the
relationship between the two arguments
(‘CAT’ and ‘TABLE’)
□ Arguments are the roles within the
concept
§ P (x, y)
• How we can represent the core meaning of any particular situation
• The same abstract porpositional frame/schema can express many different surface forms
○ Gave (agent, object, recipient)
§ John gave Mary the book
□ Gave (John, book, Mary)
§ The book was given to Mary by John
□ Gave (John, book, Mary)
• Propositions can be combines to represent more complex relationships
What is the situation model?
• Situation model = mental model
• ‘The turtle sat on the log. The fish swam underneath’
○ What did the fish swim underneath?
○ We infer that the fish swam underneath the log
○ The situation model of past experiences allows us to make inferences
• Propositions allow inferences/reasoning
○ On (Turtle, Log)
○ Swim (fish)
§ Under (Log, fish)
§ Below (Turtle, fish)
• Inferences rely on connecting the input with prior knowledge
• This is where a computer might fail the Turing test: how does it know what inferences to make?
What is a semantic network?
• Semantic network model = the set of concepts and ideas that inhabit a human mind
• Broad concepts can be defined by other concepts
○ Understanding of the meaning of the concept is in relation to the other kinds of entities in the world that I have experienced in relation to that concept
• Mind is built off a set of symbols that stand in for the things they refer to in the world
Describe how Shepard and Metzler’s mental rotation study demonstrated a Dynamic account for cognition
○ Challenges the idea that linguistic/language-like mentalese underpins all cognition
○ Wanted to think about intuition
○ Mental representations can be analogous to sensory experiences of the world
○ In the experiment, the response time for correct responses increased as the degree of angle rotation of the object increased from the original image
- Implies that at least some of our mental representations are carried out using analogue representations (visual imagery in this case) rather than abstract symbols (eg propositional representations)
- Mental images are analogous to what they represent
□ More direct representations of the things we’re thinking about
- We manipulate mental images in our minds in a manner which is analogous to the way in which we might physically manipulate a real object
○ Dynamic cognition because the timing and the continuous nature of the rotation suggests that unlike the stage-like problem solving of a linguistically-based computer algorithm, we have the smooth handling of an object in space in real time
§ Time matters
• Analogue representations
○ Analogous to the things they represent
○ Mental imagery is key
○ Direct opposition to symbolic linguistic representations proposed in computational account
Describe how Spivey and Dale’s mouse-tracking study demonstrated a Dynamic account for cognition
○ Interested in shaking up the idea that cognition occurs in discrete symbolic representations
○ Study:
§ Participants looking at two images
§ Asked to move computer mouse from a starting
point towards the picture being named
§ Used the trajectory of the mouse-movements to
show the unfolding of cognition over time
§ Two conditions: cohort (conflict), and control (no
conflict)
§ The conflict trials used images with similar names
(eg candle and candy)
§ Found that the trajectory of the control condition
was much more direct right from the start
§ In the cohort condition, the trajectory tracked more towards the centre as the word unfolded, and took a turn when the word was completed, thus the distinguishment between the two names was made clear
□ Emphasised the role of cognition unfolding continuously and in real time, and of it being something that is not just a mental process, but also the embodiment of the response dynamically alongside the cognition
What are the Situated and Embidied accounts of cognition?
- Situation and environment can support cognition
* Cognition does not only occur in your head, but also in continuous interaction with the situation
How did Brooks use robots to support the Situated and Embodied accounts of cogntion?
○ Began AI projects with simple robotic systems designed to navigate simple enviornments
○ ‘Mobots’ modelled off insects
○ Sense the world around them and adapt to changes in their environments
○ Foundations of cognition
§ Other cognitions are built of theses basic sensory
responses and adaption
§ Sensation and perception are at the core of basic
categorisations of whether the robot will
approaches or avoids situations
○ Argument that we need both types of representations:
§ It’s not that minds work with just mental imagery of
language or sensory perceptual types of
embodied representations
§ Minds use all of these types of representation and
crucially build on one another:
□ Top level where symbols are depends on the
learning that occurs at the lower levels to
build meaning into the symbols
□ Building cognition from the bottom up
Explain the use of Leonardo the social robot
○ Emphasis is not on the symbolic, linguistic level - he doesn’t use/understand objects
○ Can recognise objects, facial expressions, and vocal tone
○ Represents a non-linguistic child /pet that can pick up on social and emotional cues from the environment as a way of learning about objects and their environments
○ Can do shared attention
○ Has mirror neurons: can mimic facial expressions shown to him
§ A way of telling the computational system the type of emotion attached to the objects being introduced to it
○ Has object appraisal mechanism - knows when objects are new/unfamiliar
○ When things are new - a mild anxiety response is triggered
§ Leo will show questioning/concerned facial
expressions
§ Promotes humans to explain the situation to Leo in
response to his reaction
§ Leo detects vocal tone and facial expressions to
help assess the situation/object
○ Attentional system in robot monitors the human facial expressions and focal point and looks between human and object - shared attention
○ Empathic mechanism mirrors human facial expressions to stimulate emotion in itself
§ When Leo encounters the object again, its
response will mirror that of the human’s
○ Change in emotional state triggers long-term memory response for object, tagged with socially referenced emotional informaiton
• Shows that the embodiment, social interactions, and the learning from these interactions allow us to make basic categorisations about emotional responses towards objects
○ Foundation of building meaning and concepts
What is the Cartesian approach to cognition, and what are the contentions?
- Computational approach is a cartesian approach
- Mind is disembodied and operates on abstract plane of
symbolic representations without embodiment,
emotions, or interactions
-Describes some of our logical reasoning capacity, but
does not explain how they get there and how the
symbols get their meaning
-Instead of saying ‘I think, therefore I am’, should say ‘I
feel/sense, therefore I think’
-Abstract conceptual knowledge (eg love, peace) must be grounded in our perceptions and interactions with the world
-ignores how symbols acquire their meaning
What is the hierarchy of mental representations?
- Top = symbolic representations, schemas, propositions, narrative
- Middle = visuo-spatial representations, mental imagery
- Bottom = direct sensorimotor representations of current experience