Dopamine Flashcards
(25 cards)
factors that affect learning
- Probability of US presentation.
- Rate of US presentation.
- Contingency.
Probability of US presentation
100% CS+ training produces faster acquisition and stronger behaviour than 50% training. However, 50% training is more resistant to extinction.
Rate of US presentation
Temporal duration of cues matter.
10s CS generates stronger CR than 40s CS.
25% CS+ of 10s CS generates similar conditioning as 100% CS+ of 40s CS.
Contingency
Correlation matters. It is not just about the raw pairing frequency.
3 evidence that insight-like behaviour is gradual
- Presolution reversal.
- Speed of responding.
- S+ advantage.
Presolution reversal
Reversal of reinforcement schedule prior to solution shows impairment in learning.
Speed of responding
Animals respond faster to VR+ than to HR- even while animals are still responding to R (suggests influence of V).
S+ advantage
After animals stop responding to old cue R, they are more likely to respond to VR+ than other values (learning about V throughout training).
Shape of learning curve
Sigmoidal function (diminishing returns).
Clark-Hull model of learning
ΔH=α(λ -H).
The change in habit is salience * (the total possible amount of learning - the current strength of habit).
Problem with the Clark-Hull equation
The model simply states that associations are acquired with everything (lots of noise). Does not distinguish between relevant vs. irrelevant cues.
Kamin’s blocking
Animals fail to learn about CS2 if they have already associated CS1 with the same US.
Rescorla-Wagner equation
ΔV=αβ(λ-ΣV). The change in associative strength is determined by the sum of all cues present on a trial (allows for multiple CSs).
Eippert et al. (2012) blocking in humans
Demonstrated blocking. Learning seems to be mediated by connectivity between amygdala and PFC.
Overshadowing
Two CSs followed by US. The more salience CS forms a stronger association (less salient CS ‘overshadowed’). Learning depends on cue salience, not just co-occurrence.
Relative learning
Learning = learning rate x (how much you could learn - how much you know already).
Delay conditioning
CS stays on until US appears.
Backward conditioning
US appears before CS (often inhibitory).
Simultaneous conditioning
CS and US start and end together.
Relative validity
AX+, BX-. Even though X in both, animals learn more about A and B as they are more predictive.
3 evidence that dopamine signals RPE
- Earliest predictive cue acquires the response.
- Stimulus generalisation (A+ then test AX. AX elicits weaker dopamine signal than A alone). Less certain about reward.
- A- exposure elicits dopamine response as long as animal orients to stimulus (not a pleasure signal).
Steinberg et al. (2003) unblocking
Stimulation of dopamine neurons prevented blocking and extinction (despite no prediction error present).
Waelti et al. (2001) dopamine in blocking
No dopamine response for blocked stimulus.
Tobler et al. (2003) dopamine in inhibition
A supressed response for inhibitors (stopped dopamine neurons from firing to excitor).