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Questions and Answers
What does top-down processing involve in visual perception?
What does top-down processing involve in visual perception?
Which of the following is NOT a reason why visual perception is difficult for computers?
Which of the following is NOT a reason why visual perception is difficult for computers?
Which area of the brain contains neurons that can specialize in perceiving human faces?
Which area of the brain contains neurons that can specialize in perceiving human faces?
What is the role of bottom-up processing in perception?
What is the role of bottom-up processing in perception?
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Which of the following statements accurately describes visual perception?
Which of the following statements accurately describes visual perception?
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What is the primary characteristic of experience-dependent plasticity?
What is the primary characteristic of experience-dependent plasticity?
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Which brain area is primarily involved in experience-dependent plasticity for recognizing faces?
Which brain area is primarily involved in experience-dependent plasticity for recognizing faces?
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What was the purpose of Gauthier's 1999 experiment?
What was the purpose of Gauthier's 1999 experiment?
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What change occurred in the FFA after participants were trained to recognize Greebles?
What change occurred in the FFA after participants were trained to recognize Greebles?
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Which processing type is associated with understanding new experiences according to the content?
Which processing type is associated with understanding new experiences according to the content?
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What is the primary focus of the Gestalt approach in visual perception?
What is the primary focus of the Gestalt approach in visual perception?
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What describes a heuristic in problem-solving as discussed in this unit?
What describes a heuristic in problem-solving as discussed in this unit?
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Which of the following statements about speech segmentation is true?
Which of the following statements about speech segmentation is true?
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Which characteristic distinguishes an algorithm from a heuristic?
Which characteristic distinguishes an algorithm from a heuristic?
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What is one of the limitations of the Gestalt principles in perception?
What is one of the limitations of the Gestalt principles in perception?
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In what scenario might heuristics lead to incorrect conclusions?
In what scenario might heuristics lead to incorrect conclusions?
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What is the occlusion heuristic in perception?
What is the occlusion heuristic in perception?
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Why is human perception considered an intelligent activity?
Why is human perception considered an intelligent activity?
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How does top-down processing influence our understanding of speech?
How does top-down processing influence our understanding of speech?
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What makes visual perception challenging for computers?
What makes visual perception challenging for computers?
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What is an example of an algorithm in perception?
What is an example of an algorithm in perception?
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What role do neurons play in human visual perception?
What role do neurons play in human visual perception?
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Which statement best describes why portioning between objects is essential in visual perception?
Which statement best describes why portioning between objects is essential in visual perception?
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Which of the following is a reason why perception can be ambiguous for humans?
Which of the following is a reason why perception can be ambiguous for humans?
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What type of learning contributes to the specialization of neurons for perception?
What type of learning contributes to the specialization of neurons for perception?
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What is a significant advantage humans have over computers in visual perception?
What is a significant advantage humans have over computers in visual perception?
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Study Notes
Visual Perception
- This unit covers top-down processing, the Gestalt approach, heuristics vs. algorithms, and evidence that perception is an intelligent activity.
Top-Down Processing: Gestalt Principles
- Perceptual organization occurs for hearing and speech segmentation.
- Gestalt approach applies to speech.
- We group or organize speech into meaningful words based on our knowledge of language.
- When listening to a foreign language, words seem continuous but are distinct to the speaker of the language.
- Examples: "thank you," "terima kasih," "xiexie," "kamsiah," "tochear," "arigatogozaimas," "merci," "gracias denada," "I scream, you scream, we all scream for ice cream."
Heuristics vs. Algorithms
- Gestalt principles provide "best guess" predictions, but may not be accurate all the time.
- In problem-solving, two approaches exist:
- Heuristics: A best guess answer to a problem (shortcut approach). Fast, not time-consuming, but may not lead to correct solutions every time.
- Algorithms: A procedure that guarantees solving a problem. Time-consuming; step-by-step procedures.
Evidence That Perception Is an Intelligent Activity
- Perception involves behavioral and physiological evidence.
Main Components in Visual Perception (Human vs. Computer)
- Scenes, image acquisition, image processing, and the brain (for humans) are contrasted to the camera and computer (for computers).
Why is Perception Hard for Computers?
- Four reasons:
- The stimulus received from receptors might be ambiguous.
- Objects need to be separated intelligently.
- Parts of an object can be hidden.
- Changes in lightness and darkness can be unclear.
- Humans have built-in intelligence within their perceptual systems.
Where Does Our Perceptual Intelligence Come From?
- Knowledge from experience (memories formed since birth).
- Neurons in the brain respond to faces and other objects in the environment, turning the brain into a processor adapted to each object in the environment.
- Neurons specialize through evolution and experience to adapt to stimulus environment.
Experience-Dependent Plasticity
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Experiment by Gauthier (1999): fMRI used to measure activity in the FFA (fusiform face area) when subjects viewed human faces vs. "greebles."
- Results (before training): FFA neurons activate more to human faces and less to greebles.
- Training: subjects trained to recognize "greebles" over several days.
- Results (after training): FFA neurons responded almost as strongly to both human faces and greebles.
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Experience and learning allows neurons to specialize and respond to different stimulus, creating experience-dependent plasticity.
Summary
- Top-down processing uses Gestalt principles, heuristics, and algorithms.
- Four factors make visual perception difficult for computers when compared to humans: ambiguous stimuli, intelligent object separation, hidden object parts, and unclear lightness/darkness changes.
- Neurons in the temporal lobe (e.g., FFA) can be trained to specialize in perceiving specific objects, like faces in this scenario providing evidence for visual perception in the brain.
Readings and Assignments
- Read Chapter 3 (pages 55-95) of Goldstein's textbook.
- Create a concept map/mindmap of Chapter 3.
- Complete the COGLAB - Visual Search activity.
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Description
Test your understanding of visual perception concepts such as top-down processing and Gestalt principles. Explore the differences between heuristics and algorithms in solving problems. This quiz will challenge your knowledge of how we perceive and organize auditory information.