object recognition Flashcards
State the properties of the Lateral Geniculate nucleus
Has 6 layers Monocular input Layers alternate input from each eye P- and M-Ganglion Cells remain segregated Organized retinotopically
State the organisation in the lateral geniculate nucleus
Retinotopic organisation
What is monocular input?
Receives input from ganglion cells located in one eye only.
What is the lateral geniculate nucleus?
Thalamic ‘relay’ station.
What makes connections with LGN projection neurons?
Ganglion cell axons makes 1:1 connection with it – not much integration happening at this layer
Where does most of the input to the LGN come from?
60% of synaptic input comes from the cortex (back propagation)
Shows Cortex tightly regulates activity of LGN
What is there a lot of in the LGN and what does this show?
Many local interneurons
Lots of processing happening
After the LGN where does the information go to next?
The V1 cortex
State two types of object recognition
Orientation invariance
Scale invariance
Explain orientation variance
One can recognise both objects in any orientation even one that they have never experienced before
What are the steps in Hierarchical model?
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)
What do lesions in inferior temporal cortex lead to?
Decrease in the ability to recognise objects
What increases in the neurons along the ventral stream?
Increase in complexity of responses
Increase in receptive field size of neurons
State the different columnar organisation in the cortex
Ocular dominance column
- Orientation (direction) columns
- Blobs (colour)
Describe the experiments used to find ocular dominance columns in the visual cortex
¥ Inject radioactive proline in one eye
¥ Inject radioactive glucose in the cortex and stimulate one eye with light