VII. Generalization & Discrimination
A. The Generalization Gradient
1.
Types of Gradients
a. Excitatory: Guttman & Kalish
b. Inhibitory
c. Characteristics
i. Placement of Peak
ii. Relatively Smooth Drop-Off
iii. Symmetry of Gradient
2.
Factors Influencing Gradient Shape & Development
a. Experience: Hearst & Koresko
b. 'Decay': Thomas & Lopez
c. Drive Level
d. Stimulus Factors: Guttman & Kalish
e. Exposure: Gibson & Differentiation Theory
f. Algebraic Summation: Mixing E & I
3.
Theorized Causes
a. Nature vs. Nurture
i. Pavlov vs. Lashley & Wade
ii. Evidence
a) Jenkins & Harrison
b) Riley & Leuin
c) Kerr, Ostapoff, & Rubel
b. Contextual Stimuli
c. Categories
d. Thomas: Adaptation Level
B.
Discrimination Learning
1.
Types of Discrimination Training Procedures
a. Simultaneous
b. Successive
c. Transfer
2.
Factors Influencing Discrimination
a. Problem Difficulty
b. Experience: Marsh
c. Stimulus Factors: Hearst & Koresko
d. Reinforcement Differentiation: Trapold
e. Observational Learning: Kohn & Dennis
C. Two Theories Of Discrimination Learning
1. Continuity Theory: The Algebraic Summation Theory (Hull;
Spence)
a. Adding Excitation & Inhibition
b. Predicting Generalization Effects
i. Peak Shift Phenomena
ii. Errorless Discrimination Technique (Terrace)
2. Non-Continuity Theory: Attentional Hypothesis Testing
(Sutherland & Mackintosh)
a. Sutherland & Mackintosh's Two Stages
b. Hypothesis-Testing Experiments
i. Lawrence
ii. Reynolds
c. Relational Learning Studies
i. Lawrence & DeRivera
ii. Gonzalez, Gentry, & Bitterman
3. The Evidence From Transfer Studies
a. PreSolution Reversals: Sutherland
& Mackintosh
b. Overlearning Reversals: Reid
c. Reversal Shifts & Neo-Behaviorism: The Kendlers
d. IDS & EDS: Mackintosh & Little
e. Learning Sets: Harlow
4. Conclusions
a. Resolving Transfer Study Discrepancies
b. Some More on Peak Shift: Rilling; Thomas
c. Some More On Attentional Hypothesis Testing: Levine