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Psych 480: Fundamentals of Perception and Sensation. Dr. Keith S. Jones. Why do we perceive?. Realism. Idealism. vs. The Ecological approach. Information Processing approaches. Gibson. Elaboration?. Yes. No. Constructivist approaches. Computational approaches. Helmholtz.
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Psych 480: Fundamentals of Perception and Sensation Dr. Keith S. Jones
Realism Idealism vs. The Ecological approach Information Processing approaches Gibson Elaboration? Yes No Constructivist approaches Computational approaches Helmholtz Rock Marr
A general IP model Distal Stimulus (a lot can go wrong here) Proximal Stimulus (if elaborative) Transduction “Processing” Percept Cognition (if elaborative)
Psychophysics Distal Stimulus How do these relate to one another? Proximal Stimulus (if elaborative) Transduction “Processing” Percept Cognition (if elaborative)
Activity (2 pts) • How would you measure the magnitude of a perception? • Describe your measurement technique. • Explain how it accomplishes your goal. • What problems, if any, exist with your technique?
Gustav Fechner (1860) Concepts Absolute threshold Difference threshold aka “JND” “Weber’s Law” I/I=K Methods Method of constant stimuli Method of limits Method of adjustment Early attempts http://www.uni-leipzig.de/fechnerday/
His measurement system Use a person’s absolute and difference thresholds as a counting system. Assumes that All JNDs are subjectively equal Weber’s law is true Fechner’s law Perceived magnitude = K log Intensity Fechner’s attempt
Example • Fechner’s law • Perceived magnitude = K log Intensity • Assume • absolute threshold = 50 units • difference threshold = 10%.
Problems • Weber’s law is NOT always true • It breaks down at the extremes • Stevens (1957) argued that JNDs are not subjectively equal. • He argued that they might be for metathetic dimensions (e.g., pitch, color), but not prothetic dimensions (e.g., loudness, brightness)
The tower of Babel was never finished because the workers could not reach an understanding on how they should build it; my psychophysical edifice will stand because the workers will never agree on how to tear it down. (Fechner, 1877)
Methods Magnitude estimation Magnitude production Cross-modality matching Steven’s Power Law Perceived magnitude = K Intensity power Stevens’ attempt Exponent = .5 brightness Exponent = 1 line length Exponent = 3.5 electric shock
Problems • If you use a category rating scale (i.e., a likert scale), then data follow a logarithmic function, not a power function. • Stevens argues that these scales are inherently biased b/c the categories are not subjectively equal. • There is also evidence to suggest that magnitude procedures are affected by context as well. • Exponent inconsistency over time.
The debate rages on ... • Many applied settings have adopted Stevens’ Power Law as a standard. • However, from a theoretical standpoint, work is on-going. • Krueger, L.E. (1989). Reconciling Fechner and Stevens: Toward a unified psychophysical law. Behavioral and Brain Sciences, 12, 251-320.
“New” psychophysics Signal Detection Theory ß If likelihood ratio (Psn/Pn) > ß, then person says “Yes”, else he or she says “No” http://acad.cgu.edu/wise/sdt/sdt.html
Signal Detection Theory Correct Rejection False Alarm Hit Miss
Calculating d’ and ß • Based on the p(hit) and p(false alarm), you can calculate d’. d’ = zp(fa) - zp(hit) • Based on the height of the curves, you can calculate ß. ß = height(hit)/ height(fa)
How it works ... d’ = zp(fa) - zp(hit) ß Zhit = -.5 Zfa = 2.5
How it works ... ß = height(hit)/ height(fa) ß Height = .34 Height = .05
For d’, if it is d’ < 1.5 = difficult d’ = 1.6 to 2.5 = moderately difficult d’ = 2.6 to 3.5 = moderately easy d’ > 3.5 = easy For ß, three or less is common If greater than three, person is conservative Rules of Thumb
Tests of TSD • Vary signal probability • Should change ß w/o changing d’ • Pay-off matrices • Systematically affect ß by changing operators strategies w/o changing d’ • Vary quality of signal • Should affect d’ w/o affecting ß • 2nd chance experiment • If person is incorrect, then must be below threshold so giving a 2nd choice shouldn’t matter. If TSD is correct, then 2nd choice should beat chance b/c people differentially weight different possibilities.