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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.