Learn to pay attention
June 8, 2011 in Psychology & Psychiatry
(Medical Xpress) -- A new scientific theory on what we learn to pay attention to and what we learn to ignore could turn 30 years of research on its head.
Research by Dr Mark Haselgrove from The University of Nottingham (UK), and Dr Guillem Esber from the University of Maryland (USA), challenges two long held and contradictory theories on which cues our brains use to predict events of significance.
The theory, published today (Wednesday June 8 2011) in the journal Proceedings of the Royal Society B, has important implications for the psychology and neuroscience of attention. It has implications for our understanding of how uncertainty, such as the uncertainty surrounding a risky investment, may bias our attention. Furthermore, by advancing the theoretical basis of how learning influences attention, this research may inform our understanding of what happens when the allocation of attention is inappropriate, such as occurs in mental illnesses such as schizophrenia.
Dr Haselgrove said: Animals, and that includes humans, spend a great deal of their waking hours learning about and using cues to predict events of significance such as food, danger, or the opportunity to have sex. One question that has long captivated the imagination of psychologists is how animals come to attend to the appropriate cues. Decades of research have singled out two variables predictiveness and uncertainty as key factors in determining how much attention animals and humans pay to a cue.
It turns out that existing theories that have tried to explain the influence of these two variables on attention are contradictory. One theory suggests attention is captured by cues that are good predictors of significant events to enable animals to work out what cues are relevant to them. The rival theory argues instead that attention is applied where it is most needed to cues that may or may not be followed by events of significance that is to say, to cues that possess uncertainty. Both of these theories seem intuitively plausible and have scientific evidence to back them up but they are, unfortunately, contradictory.
Can the brain really be wired up to attend to the world in two contradictory ways? asks Dr Haselgrove. Surely there must be a resolution to this problem.
Dr Esber said: The basis for solving the problem is to appreciate that uncertainty can be thought of as another type of predictiveness. For example, the ripples on a lake caused by a fish under its surface may frequently help a hungry heron in his hunt and will be associated with a tasty meal. However, the fish will sometimes be too quick for the heron, or the ripples will be caused by the wind and the heron will go hungry. Although the ripples can be thought of as an uncertain cue for fish, they are in fact predictive of two things: the satisfaction associated with a tasty meal, and the frustration that accompanies hunger.
In other words, uncertainty is a situation where a cue is predictive of two opposite events.
From this insight Dr Haselgrove and Dr Esber were able to apply the principles of associative learning that have developed since the time of Pavlovs investigations into conditioned reflexes to devise an entirely new explanation for how learning influences attention in animals and importantly resolve the contradiction between uncertainty and predicitiveness.
Provided by
University of Nottingham
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Jun 08, 2011
Rank: 5 / 5 (6)
Jun 08, 2011
Rank: 1 / 5 (1)
Before Dr.Haselgrove or Dr Esber open their mouths, let us first be blessed with an EXACT, WORKING, UNIVERSAL DEFINITION of "to learn".
Preferably in AXIOMATIC form.
I'm waiting, gentlemen. No?
Thought so. Bye, bye gentlemen.
Jun 13, 2011
Rank: not rated yet
It is freely reachable through ScienceDirect.
Jun 13, 2011
Rank: 5 / 5 (1)
hush1: Nice troll.
Peteri: Take a look at the original model. If you google the name of the second author (Mark Haselgrove) you can link to the appropriate webpage and acquire a pdf. (I would place a link here, but I think such posts get deleted by the moderator.
Jun 13, 2011
Rank: 1 / 5 (1)
You have been here three days?
Irrelevant.
What is your theoretical basis of learning?
"Reconciling the influence of predictiveness
and uncertainty on stimulus salience:
a model of attention in associative learning."
Fine.
My model avoids any and all forms of salience.
Yes, that is simply beyond incredulous. Simply preposterous.
My evidence?
http://www.youtub...7w2-FWAA
You are literally looking at the resolution to any contradiction. Salience or otherwise.
I am more than willing to contact you. You can dismiss me after a 1 minute phone call at my cost. I am not looking for any recognition or credit for the model I have. If you want it, it's yours.
Simply post here again with the words: no interest.
I don't need a bigger hint to waste your time. I will simply turn to another until I am shown a irreconcilable flaw or insufficiency in my model.
And forget my Diss. I have no excuse for it. Only an explanation. I have read too much nonsense.
Jun 14, 2011
Rank: not rated yet
Yes.When I read your original article I realised I misinterpreted what is written in the news. Sorry and thank you for your kind enlightenment.
Jun 14, 2011
Rank: not rated yet
Take a look at the publication and you will see that our theoretical basis for learning is a standard prediction error algorithm of the kind found in Rescorla & Wagner (1972), Pearce and Hall (1980), and other general process models of association formation.
I am interested to learn that your model avoids any and all forms of salience, particularly when we have known for some time that variations in stimulus salience have an impact on learning (e.g. Kamin & Schaub, 1963).
Have you written a desription of the model? I am happy to take a look at it. My contact details are on the paper.
M.
Jun 14, 2011
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R
Jun 14, 2011
Rank: not rated yet
I make no judgement, whatever your take on this.
Expect an email. Phoning, although attempted, runs the risk of taking time away from your clientele.
Jun 17, 2011
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Thank you for your interest.