Components of the visual system
The individual neuron
Neuron
Neurons Purkinje cells from cerebellum, dendrites showing calcium concentration
Synaptic connection
Synapse
The Eye The main aspects are the photoreceptors, which is the input layer, and the ganglion cells, the output layer to the brain
Eye
Neural circuitry of the retina
Receptors Density - Fovea
Photoreceptors
Visual receptor types
Spectral sensitivity
Color Mixing
Dynamic Range
Center-surround Receptive Fields Modified from PSY280F
Edge-detection by zero-crossings Some theory, and the relation to ganglion cells.
Edge Detection by Z.C. Peak in f’(x) z.c. in f’’(x) Noise: Asin(wx) > -w 2 cos(wx) Convolve with a Gaussian (optimal) d 2 /dx 2 (G*f) = d 2 /dx 2 (G) * f In 2-D: d 2 /dx 2 + d 2 /dy 2
Edge Detection by Z.C.
Z.C. at Two Scales
Wheel Edges 4 Resolutions
LGN Layers
The Cortex The main topics are: area V1 in some details, response properties of cells in V1, how they are organized in the area. General properties of higher level visual areas.
Physiological Recording
Orientation Selectivity
V1: Direction selectivity Modified from PSY280F
End-stopped cell
Simple Cells
Visual Areas
Bi-directional Computation
Stimuli tested in V2, V4
From: Tanaka, 1996 Columnar modules of region TE
fMRI Magnet
fMRI Activation Slice
fMRI Activation