Emergence and abstract concepts Flashcards
What is a concept?
The information in your head about a category.
Formation of concepts/categories allows novel experiences to be understood via ________.
Formation of concepts/categories allows novel experiences to be understood via induction.
What is the see-think-act paradigm?
You have perception, and take that input into your head as representation. You reason with it and it tells you how to act.
If there are no concepts, how is knowledge constructed, according to Smith?
Knowledge has no existence separate from process. Instead, it is embedded in and inseparable from real-time processes.
Smith’s dynamic systems approach follows what kind of model – modular, degenerate or random?
Degenerate –lots of local connectivity and less connectivity across areas.
Modular is too rigid to allow for open-ended learning. Random has no stability.
What is activated by a word meaning?
Sensory systems all over the brain. e.g. kick activates motor cortex, canary activates yellow in visual cortex.
What makes humans so smart, according to Smith?
Multi-sensory integration. We can integrate information across complex systems – building regularities upon regularities. e.g. babies can overcome fear of visual cliff by handling transparent objects.
What is the shape bias?
Bias such that when infants encounter a new word, they expect it to generalise on the basis of shape.
How does the shape bias develop? 4 steps
- Learn specific word object associations – e.g. that thing is a ball
- make first-order generalisations for each specific category – e.g. balls are ball-shaped, cups are cup-shaped
- make higher-order generalisations across the regularities discovered in those first-order generalisations – e.g. X is X-shaped
- use these higher-order generalisations to rapidly learn new categories
How is a word learnt, according to a dynamic systems approach?
A lexical form is associated with a multi-sensory pattern of activation.
How does the shape bias accelerate word learning?
Children understand that objects with similar shape have the same label –can go out and start learning the labels.
What is the dynamic systems account of how language works?
Language has its own sets of correlations, such that words distributed in the same way have similar meanings.
E.g. ‘carrot’ and ‘celery’ are distributed in the same way in language.
How does the dynamic systems approach account for symbolic thought?
In using symbolic systems such as language, humans employ the same kind of computations as they do for the physical world, but they operate over these symbols directly.
What is Gentner’s natural partitions hypothesis?
We parse the world into objects (well defined perceptually) and relations between them (less well defined).
Across languages, children form categories of _______ before they form categories of ________.
Across languages, children form categories of objects before they form categories of relations.