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Exploring Neuron Orientation in Vision
Oct 8, 2024
Lecture on Visual Cortex and Neuron Orientation Selectivity
Hubel and Wiesel's Experiment
Conducted primarily with cats.
Cat placed on a table looking at stimuli, with electrodes in visual cortex.
Stimuli: flashing lights in different shapes and positions to record neuron activity.
Mapping Receptive Fields
Process of identifying the specific area in the visual field that a neuron responds to.
Neurons show
orientation selectivity
, preferring certain orientations of bars of light.
Example: A neuron may respond to vertical bars but not horizontal ones.
Understanding Orientation Selectivity
Neurons fire more for preferred orientations and less for non-preferred ones.
Importance: Basic building blocks for understanding visual perception and shape recognition.
Visual System: Transforms light spots to perceptual representations.
Behavioral Experiments
Tilt Aftereffect
: Staring at certain orientations tires out neurons, affecting subsequent perception.
Demonstrates neurons' orientation selectivity through behavior, not just direct neuron recording.
Adaptation: Neurons tire out after prolonged stimulus exposure, reducing their firing rate.
Inferring Neuron Function Without Direct Recording
Psychophysics: Infer how the visual system works by presenting stimuli and measuring responses.
Hubel and Wiesel proposed models for orientation selectivity based on retinal ganglion cells aligning in space.
Simple Neural Circuits
Neurons aligned as row in space detect specific bar orientations.
Simple cells in V1 show orientation selectivity.
Circuit: On-center, off-surround spot detectors contribute to V1 neuron detection.
Orientation Columns
Neurons in V1 are spatially organized, forming
orientation columns
.
Columns show smooth progression of orientation selectivity across the cortex.
Human Studies
High-resolution imaging (7 Tesla) can demonstrate orientation columns in humans.
Requires sub-millimeter resolution to observe.
Key Takeaways
Neurons in the primary visual cortex are crucial for processing visual information by detecting orientation.
These properties can be inferred through both direct neuron recording and behavioral experiments.
Understanding orientation selectivity helps illuminate the early steps of visual perception and object recognition.
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