• Aucun résultat trouvé

An introduction to Cognitive

N/A
N/A
Protected

Academic year: 2022

Partager "An introduction to Cognitive"

Copied!
33
0
0

Texte intégral

(1)

An introduction to Cognitive Sciences

Pierre De Loor [email protected]

www.enib.fr/~deloor

(2)

What are cognitives sciences ?

• Human knowledge, How does it work ?

(3)

What are cognitive sciences ?

Philosophy

Psychology

Linguistic Computer Sciences

Neurosciences

Anthropology

(4)

Some classical (unresolvable?) questions

• What difference beetwen human and animals ?

• Is it necessary to speak a langage for thinking ?

• Can we understand the functionning of the brain ? If yes, how ? And so what ?

• Can we understand our own functionning (circularity of cognitive science)

?

• How is organised the memory ?

• How can we learn ?

• How can we recognize a shape or a music ?

• What is the role of the body in cognition ?

• Is the environment more important than the brain ?

• What is consciousness, is it in the brain ?

• Does colors exist objectively ?

(5)

This course

• Is an introduction,

• One part about SC and Cognitive Psychology

• The next part discutes more general advances in cognitive sciences (in philosophy,

psychology, neurosciences, biology and computer sciences)

• Evaluation : Practical work &

(6)

Before cognitive sciences

Biology

Sense Mind

Representations

(7)

Before cognitive sciences

• Behaviorism in opposition to Philosophy

• Introspection can’t be objective and can’t explain « the human »

• Representations are … representations, the mind is a black box and we cannot affirm representations in it

• We can just observe the link beetween stimulus and behavior

: behaviorism

(8)

Before cognitive sciences

• Behaviorists : Watson 1908, Thorndike 1911,

Pavlov 1927, Skinner 1938

(9)

Return of representations

• Tolman ~1930 : Representation of the maze is inevitable …

Reward is not

necessary : latent

learning

(10)

Cognitive psychology

• Observing the behavior of human to explain

– Experimentations / Analysis

– Models (simulation/prediction)

– Epistemological postulate : Environment ->

Information -> Processing -> Behavior

– This epistemological postulate is discuted by

philosophy and critiquized by recent fields of

cognitives sciences

(11)

Main fields in cognitive psychology

• Precursor : Nativism (Chomsky ~1968)

– All human own a generic langage. It is the only way to explain that we can speak different

langages.

– By the studies of different langage, and their link with the environment, Psychologists can explain this generic langage

– By the studies of the evolution from baby to adult we can find how this generic langage is

progressively transformed

(12)

Main fields in cognitive psychology

• Piagitian field : constructivism

• Action for understanding

• Assimilation - Equilibration - Accomodation

• Abstraction

Piaget 1896-1980

Studies of the « stages » of cognitive capabilities

of childrens

(13)

Main fields in cognitive psychology

• Examples of Piaget’s phases studies

– 0-2 years – sensorimotor phase -> scheme.

• 6 mounth : If i can’t touch the object it doesn’t exist

– 2-7 years – preoperatory phase

– Concrete operation (7-11 years) – Formal operation (11 years and +)

Quantity preservation

Numbers

(14)

Main fields in cognitive psychologie

• Ecological field

– Role of environnment

• Social (Vygotski ~ 1934)

– thoughts evolve along with know-how

– Social interactions allow the internalisation of thoughts

• Physic

– Gestalttheorie: there are links beetween us and the shape of things. We are able to detect « interesting » shapes

– Affordances : Environnement help us to resolve problems. No

thoughts

(15)

Main fields in cognitive psychologie

• Example of gestalttheorie items

We can detect the

shape from the ground but here there are 2 possible

shapes/grounds.

Square is a « good

mental shape » and we

can detect him even if it

is not present.

(16)

Main fields in cognitive psychologie

• Example : affordance (Gibson)

(17)

The work of a researcher in cognitive science

• The natural sciences do not imagine or create, they discover

Theory Hypotheses Observable

Experimentation validation

Model

Debate in the community

Epistemic Debate

(18)

3 kinds of observables

• Neuronal activity

• Immediat behavior

• Activity

(19)

Neuronal activity

• EEG / MEG : electrical activity (+ dynamic)

Example :

After 400 ms there is a different activity if

The subject recognizes something

• fMRI : oxygen (+ localisation)

Example :

Brain area’s activations

According to congruence image / sound

• The brain do something but what exactly ?

(20)

Some examples in neurosciences

(21)

Problems of neurosciences

• Granularity, dynamic, observables ???

• 150 000 000 000 neurons

• Local exchanges but also global phenomena (oscillation)

• Role of the endocrine system

(22)

A question for the next part of this course

Is it serious to think that neuroscience could explain :

- « What it is like to see, to

undersdand, to love, to suffer ... » - First person experience,

- Phenomenal consciousness

(23)

Immediat observable

• Answer

– Fast : possibility to test a lot of people

– But it is not always easy to « classify » an answer

• Time response

– Easy

– But some perturbations are possible : order of

exercices, tiredness, concentration

(24)

Example of problem of obervation of Immediat behavior [Zibetti 2000]

• Hypothesis : Actions are perceived relative to a goal

• Observables : the answer of people who don’t see the goal of an action on a video : A man who go toward a bakery and push the door.

• 4 examples of answers,

– I saw a man who buy bred

– I saw a man who enter a bakery

– I saw a man who goes toward a bakery

(25)

Example of problem of obervation of Immediat behavior [Zibetti 2000]

• Is a « unvisible » goal attributed by the observer ?

– I saw a man who buy bred

– I saw a man who enter a bakery

– I saw a man who goes toward a bakery

– A man entered in a shop, he wanted something

• How many are true or false relative to the hypothesis ?

• Classically, more than one « judges » are

sollicited and compared [Cohen, 1960]

(26)

Activity observation

• for problem solving, psychologists

generally equate activity with state graphs,

• It is also possible to refine observations, for example with eye tracking,

• Verbalization

– Very informative

– But subjective bias

(27)

Cognitive psychologist is a statistician

• It is important to evaluate the possibility of bias (order of exercices, natural variability, links beetwen variables …)

• It is important to evalutate the « robustness » of the results.

• Example of factors to evaluate

– S : Subject (each subject is different)

– O : order (if some exercices, the order of these exercices) – D : duration (in limited time)

– E : number of trials

(28)

Cognitive psychologist is a statistician

• E : nb trials – D : duration

e1 e2

result

No influence of D or E

e1 e2

influence of E

e1 e2

influence of D

(29)

Cognitive psychologist is a statistician

• ANOVA : Variance Analysis

• Null hypothesis Test, p_value

• Software for psychologist :

– Statview – Statistica – R

– Python library : numpy, pandas, scify, scikit-learn

(30)

Choice of a test

(31)

Practical work

(32)

Next step ... Next week

(33)

An introduction to Cognitive Sciences

session 2

Pierre De Loor [email protected]

www.enib.fr/~deloor

Références

Documents relatifs

Dans ces situations, la r ealisation d’une pr e-coupe papillaire pr ecoce, l’utilisation d’un fil guide pancr eatique ou d’une proth ese pancr eatique peuvent faciliter la

When you are young, you take risk by optimism When you get older, experienced, you

In the loose-confederation model, DNs are more natural, although the need to disambiguate between organisational units and localities on an international, rather

SUMMARY: ROMSwitcher is a new aspect ratio switch which allows LisalMac XL users to use the Apple Mac XL Screen Kit for a properly proportioned full-size

Although the collection of increasingly large perfect numbers continues unabated to this day, no odd perfect number has even been found. Worse still, no proof of their non-existence

For this reason, when someone wants to send someone else a small change to a text file, especially for source code, they often send a diff file.When someone posts a vulnerability to

While epistemology has taken an interest in the empirical study of cognition, and social epistemology in the empirical study of knowledge institutions, very little

(b) The previous question shows that it is enough to consider the case k, l 6 n/2, for otherwise we can replace the representations by isomorphic ones so that these inequalities