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Object and face recognition

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Presentation on theme: "Object and face recognition"— Presentation transcript:

1 Object and face recognition
The neural basis of Object and face recognition

2 Ventral pathway receptive field properties
2 TE receptive field V4 receptive field V1 receptive field

3 Responses of IT neurons to various stimuli
Firing rate Stimulus

4 Neural Coding

5 The question of specificity: Is a face cell truly a “face specific”
#1 #10 #100

6 Face selectivity in single units human MTL (Jennifer Aniston cell)

7 Face selectivity in single units human MTL

8 Face neuron clusters in IT

9 Responses of IT (TE) neurons

10 Tanaka’s stimulus reduction method

11

12 Tanaka et al, 1991

13 Tanaka Features

14 Columns in IT

15 Optical imaging in IT cortex

16 Columns in IT (seen with optical imaging)

17 Columns in IT

18 Microstimulation of face populations in IT

19 Cortical Microstimulation biases perceptual decisions

20 fMRI

21 The human visual pathways

22 Object-Selective Regions in the Human Brain
Lateral Occipital Complex: LOC > lateral view 10-4 10-10 10-4 left hemisphere right hemisphere 10-10 10-4 ventral view Malach et al., PNAS 1995

23 Cue-independent representations
Objects from motion Left hemisphere Objects from luminance lateral Objects from texture Grill-Spector et al. , Neuron 1998

24 Are Faces Special? Having a dedicated representation

25 Face-related activation

26 Whole vs. Parts 1 2V 4 16 64 256 2h

27 Whole vs. Parts

28 Face blindness (Prosopagnosia)

29 Is face blindness associated with a disfunctional FFA
NO!

30 But it may depend on the integrity of the face network (its connections with other areas)

31 Functional organization of the human ventral areas
Hasson et al., 2003

32 Distributed & overlapping representation of
faces & objects in ventral temporal cortex Haxby et al., 2001

33 Mapping the similarity between visual categories
A division between animate and inanimate objects Kriegskorte et al., 2008

34 Mapping is similar in humans and monkeys

35


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