Binding problems and feature integration theory结合问题和特征整合理论.ppt

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1、Binding problems and feature integration theory,Feature detectors,Neurons that fire to specific features of a stimulusPathway away from retina shows neurons that fire to more complex stimuli Cells that are feature detectors:Simple cortical cellComplex cortical cellEnd-stopped cortical cell,Single ce

2、ll recording of neurons in the temporal lobe,An electrode is inserted in this area,and measure neural responses when stimuli are changed gradually,Neurons in this area respond to complex stimuli like those shown on the left.,Selective adaptation,Selective adaptation to size,123456789101112,123456789

3、101112,Figure 3.30 How neurons that respond best to narrow(N),medium(M),and wide(W)bars respond to the medium-bar grating on the right of Figure 3.28.(a-b):Response before adaptation.(c)Response after adaptation to the wide-bar grating at the top left.(d)Response after adaptation to the narrow-bar g

4、rating on the bottom left.,After Image,After images:Red GreenGreen RedBlue YellowYellow Blue,R,G,B,Y,Color perception,G,B,Y,adaptation,adaptation,After image,After image,Binding problem,Two visual pathways(what&where/how systems),Image from Neuroscience,2nd Ed.(2000).,Columnar organization,Neurons t

5、hat respond to the same orientation are packed in the same column,Image courtesy of Dr.Paul Wellman and Neuroscience,2nd Ed.(2000).,Distributed coding;then what do you need?,Combining input,Feature integration theory by Treisman&GeladeAttention plays a central role in solving the binding problem.Att

6、ention helps organize information.,Attention and Figure-ground segregation,Depending on where you look at,the figure and the ground switch rapidly.Attention plays some role in determining the figure and the ground.,Attention and 3D structure,Depending on where to look at,you get different 3D structu

7、res.,Damage to the parietal lobe creates binding errors.,Copies of the black(A)and the white(B)vertical contour.,Copies of the black(A)and the white(B)diagonal contour.,Copies of the left sub-figure(A)The right subfigure(B)And the central sub-figure(C),Feature integration theory,Attention is the“glu

8、e”that combines the information from the what and where systems.,What can you predict from this theory?,If you cant attend,you cant combine information.Illusionary conjunction,Demonstration,I will show you a scene quickly.Report first the black numbers.Report what you see at each of the 4 locations.

9、,+,Mask,+,Report first the black numbers.Report what you saw at each of the 4 locations.,Illusionary conjunctions,We tend to put different features from different objects together.Some brain damaged patients(parietal lobe)show illusionary conjunctions even when the patients were allowed to view the

10、stimuli for 10 seconds.,Visual search experiments,Feature searchThis is easy because you find the target by looking for a single feature.you dont need attention,Conjunction searchFor this you need to combine two or more features(color and orientation)you need attention,Looking for the target,Conjunc

11、tion searchFor this you need to combine two or more features(color and orientation)you need attentionBecause you can attend an item one at a time,the difficulty in the conjunction search increases proportional to the number of items in the stimulus frame.This is not the case in the feature search.,F

12、ind,Which is more difficult?,Find,Which is more difficult?,Feature binding and attention(Treisman,1988),Experiments:TaskGiven a stimulus frame containing visual items,subjects were asked to indicate whether or not a target item was present in the frame.,Target:,Target:,Target:,Target:,Feature search

13、 vs.conjunction search,Feature searchThe target item has a unique feature.Conjunction searchYou need to combine features to find the target.You need attention.Because you can attend only one item at a time,the conjunction search becomes more difficult when more items are in the stimulus frame.,Gener

14、ality of the results:,Feature search,Conjunction search,Experiments:,Measure accuracy and response times(conjunction cases vs.non-conjunction cases),Response time,#of distractors,1000 ms,500ms,Response time,#of distractors,1000 ms,500ms,The physiology of attention,How do you combine features?Synchro

15、ny hypothesisWhen neurons in different parts of the cortex are firing to the same object,the pattern of firing is synchronized(they fire at the same time,and in the same manner).So when neurons are firing in synchrony,the corresponding features are bound together.,Separate neurons respond to color(g

16、reen,blue,white),contours(orientations),textures,so on.Synchrony hypothesis:When the features come from the same object(i.e.,the woman),these neurons fire at the same time in the same manner.When the neurons fire at the same time and in the same manner,we perceive“binding”of features.Attention is likely to increase synchrony,Attention,Selecting informationEnhancing informationCombining information,