Discrimination & Generalisation Flashcards
KEY PHENOMENA
GENERALISATION
GENERALISATION DECREMENT
PEAK SHIFT
TRANSPOSITION
TRANSFER ALONG CONTUNUUM (TAC)
GENERALISATION
- some response occurs to stimuli physically similar to S+ BUT not identical
GENERALISATION DECREMENT
- response to other stimuli = < to S+ itself
- generalisation gradient = graph relating generalised responding to values on stimulus dimension; sharpens when S- introduced
PEAK SHIFT
- responding may be greater to stimulus other than S+ (S’); on other S+ side from S- on stimulus dimension
TRANSPOSITION
- if discrimination between S+/S- = trained -> S’ = tested VS S+/S- may be chosen
HANSON (1959)
- used peak-shift
- function for controls = centred on S+ (stimulus paired w/food); no S- was used for this group
- other curve is for animals that also had S-
- function peak shifted from S+ away from S- aka. peak-shift
PEAK SHIFT
- occurs as dif between generalisation gradients for excitation (+)/inhibition (-) > at point on dimension just past S+ in direction away from S-; falls off as one moves further along dimension
- works for humans too (Livesey & McLaren)
- prediction = peak shift works best w/similar (close on dimensions) S+/S-; shift is greatest here
- discrimination = difficult BUT not impossible
- not that they can’t physically distinguish between stimuli BUT generalise between them lots
WILL & MACKINTOSH (1998)
- Q = how are stimuli represented on dimension?
- artificial dimension created via dif icons chosen systematically as shown according to dimension position; used pigeons
- certain features/representational elements drop out as you move along dimension; others come in
- aka. each stimulus shares many elements w/neighbours BUT fewer w/more distant stimuli
WILL & MACKINTOSH (1998): RESULTS
- good peak-shift could be obtained w/artificial dimension constructed like this
- suggests that artificial dimension was behaving like “natural” one
- provides evidence for generalisation account of peak shift
- humans also show it; could have consequences for choice behaviour (ie. art appreciation/facial attractiveness in mate choice)
CLASSIC THEORETICAL ISSUE
ABSOLUTE VS RELATIVE DISCRIMINATION
- animal learns to respond to one stimulus over another in any discrimination
- but what is the effective stimulus (absolute/relative)? ie. does rat learn to respond to black > white/darker > lighter?
- these become embroiled in 2 complete perspectives on discrimination learning; 1 derived from early behaviourism, other from Gestalt ideas sympathetic to cognitive interpretations
- supposed crucial experiment = transposition of discrimination to dif values on stimulus dimension
- explanation of transposition based on rules (relative) VS generalisation (absolute) at stake
TRANSPOSITION: WILLS & MACKINTOSH (1999)
- pigeons trained on S+/S-; learn to choose S+/ignore S-
- tested; offer “near” discrimination; see which stimulus they choose
- tend NOT to choose S+ (transposition)
- consistent w/choosing darker stimulus; evidence of animals using rule?
- key test = “far” discrimination; should also choose darker stimulus at same rate as before
- BUT they don’t; roughly at chance when discrimination = successive (stimuli shown one at a time); rule forbids this so why?
WILLS & MACKINTOSH (1999): TRANSPOSITION EXPLANATION
- in terms of discrimination on basis of absolute values; hence mere existence of transposition doesn’t establish relational learning in animals w/provision that it must be expected to reverse at extreme values on dimension
- aka. simple another pea-k-shift! animals prefer darker stimulus + S+ as that’s where peak is
- BUT as you move away from dimension, peak = passed -> darker pref drops
- should be strong pref for dark stimulus VS S+ in near discrimination BUT 50/50 in far
- absolute discrimination account based on generalisation fits facts
TRANSFER ALONG CONTINUUM
- pre-training on easy problem followed by shift to hard problem can be more effective > training on only hard problem (even when total training times are equated)
TRANSFER ALONG CONTINUUM: LAWRENCE (1952)
- first reported w/rats
- 2 groups trained; 1 = hard problem (similar stimuli); 2 = easy problem
- switch easy rats onto hard problem post training; hard animals just continue
LAWRENCE (1952): RESULTS
- easy group learns BOTH problems quicker despite having same total trials & < trials on harder problem than “hard” rats