Components of the visual system. The individual neuron.

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Presentation transcript:

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