object recognition Flashcards

1
Q

State the properties of the Lateral Geniculate nucleus

A
Has 6 layers
Monocular input
Layers alternate input from each eye
P- and M-Ganglion Cells 
remain segregated
Organized retinotopically
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2
Q

State the organisation in the lateral geniculate nucleus

A

Retinotopic organisation

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3
Q

What is monocular input?

A

Receives input from ganglion cells located in one eye only.

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4
Q

What is the lateral geniculate nucleus?

A

Thalamic ‘relay’ station.

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5
Q

What makes connections with LGN projection neurons?

A

Ganglion cell axons makes 1:1 connection with it – not much integration happening at this layer

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6
Q

Where does most of the input to the LGN come from?

A

60% of synaptic input comes from the cortex (back propagation)
Shows Cortex tightly regulates activity of LGN

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7
Q

What is there a lot of in the LGN and what does this show?

A

Many local interneurons

Lots of processing happening

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8
Q

After the LGN where does the information go to next?

A

The V1 cortex

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9
Q

State two types of object recognition

A

Orientation invariance

Scale invariance

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10
Q

Explain orientation variance

A

One can recognise both objects in any orientation even one that they have never experienced before

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11
Q

What are the steps in Hierarchical model?

A

Detection of edges
Detection of combination of edges and contours
Detection of object parts (eg face)
Detection of objects from one point of view ( eg a person from front)
View-invariant object detection (particular person, a car)
Categorisation (eg human, an animal, a vehicle)

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12
Q

What do lesions in inferior temporal cortex lead to?

A

Decrease in the ability to recognise objects

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13
Q

What increases in the neurons along the ventral stream?

A

Increase in complexity of responses

Increase in receptive field size of neurons

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14
Q

State the different columnar organisation in the cortex

A

Ocular dominance column

  • Orientation (direction) columns
  • Blobs (colour)
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15
Q

Describe the experiments used to find ocular dominance columns in the visual cortex

A

¥ Inject radioactive proline in one eye

¥ Inject radioactive glucose in the cortex and stimulate one eye with light

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16
Q

What is the function of the blob column?

A

Processes information about colour

Very good at discriminating between different colours

17
Q

Where do blob columns receive their inputs from?

A

Receive input mainly from parvocellular layers of the LGN

18
Q

What is the hypercolumn?

A

A structure of the three columns shown together

Ocular dominance columns, orientation columns and blobs.

19
Q

Describe the Hubel and wiesel experiment

A

they recorded neurons in different parts of the cat brain (mainly V1) while cat was looking at a screen showing shapes in different orientations, moving in different directions etc.

20
Q

What do simple cells in V1 cortex respond to?

A

Respond to a bar oriented in certain direction presented in the centre of the receptive field

21
Q

Where are face sensitive neurons located?
and
What’s the function of face sensitive neuron?

A

In temporal lobe and Respond to stimuli that resemble faces

22
Q

What does the Jennifer Aniston model show?

A

In our brain neurons respond to presentational specific objects

23
Q

Using the Jennifer Aniston model experiment, what did recordings from human show?

A

Patients view large number of images quickly.
Some neurons were specifically responding to presentation of either a specific person or specific object. – responding to images of Jennifer Aniston (all different appearances).
Neurons were responding to presentation of these images.

24
Q

What are the problems with the Jenifer Aniston model?

A

Still poor in scale- and orientation invariance
Do not consider feedbacks from higher cortical areas (“top-down regulation”)
Need experimental validation which is difficult, because one need to record pre- and postsynaptic responses.