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learning
an enduring change in behavior or neural representation resulting from experience
what neural circuits are capable of learning
(nearly) all
memory
the nervous system’s capacity to retain and retrieve skills and knowledge
what are the three types of learning
associative, nonassociative, and observational
nonassociative learning
learning about a stimulus in the external world
non associative learning includes
sensitization, habituation, priming, and sensory plasticity
habituation
when our behavioral response to a stimulus decreases
sensitization
when our behavioral response to a stimulus increases
learning effect
facet of priming. long-term effects of object exposure.
savings method
facet of priming. faster recognition on re-exposure
perceptual learning
happens rapidly. can last years
sensitive/critical periods
times of development when certain skills can be easily learned
sensorimotor plasticity
experience shapes brain topography. learning requires both biological preparedness and experience.
ex) if kittens are only exposed to vertical lines, they’ll never be able to see lines of other orientations
how does learning relate to agency
learning is dependent upon agency. passive exposure is not enough.
masking
presentation of a stimulus to the brain without conscious awareness. an example of priming
backwards masking
presentation of a complex stimulus after another stimulus
metacontrast masking
presentation of a complex stimulus surrounding another stimulus
sensory plasticity in adults
requires a lot of experience and focused attention
very specific — does not transfer across tasks
needs reward, adaptive difficulty, many sessions, and sleep consolidation
importance of sleep for learning
hippocampus: important for memory, spatial learning, pattern recognition
during sleep, neuronal assemblies that have been recently challenged are reactivated
synaptic pruning and strengthening relevant synapses
importance of exercise and enrichment for learning
increases neurogenesis in the hippocampus
this reduces risk of Alzheimers
volume in the hippocampus is correlated with aerobic capacity and improved spatial memory
associative learning
relationship between two pieces of learning
associative learning includes
classical conditioning, operant conditioning, generalization, shaping
classical conditioning
when we learn that one stimulus predicts another stimulus
pavlov’s dog
unconditioned stimulus: food just out of reach
conditioned stimulus: bell
collect saliva
conditioning
presenting a neutral stimulus usually before an unconditioned stimulus
CS+
conditioned stimulus that is reinforced (punished or rewarded)
CS-
conditioned stimulus that is not reinforced
long-term potentiation
neurons that fire together, wire together
where does the association between the CS and the US form
amygdala
slow learning
requires temporal contiguity between US and CS
fast and flexible learning
conceptual: depends on what u think and expect
blocking
if u condition a paring between one CS and US, adding another neutral stimulus will not pair the new neutral stimulus with the US. this happens bc conditioning is about information. the neutral stimulus provides no new information
predictive control
the purpose of the CR. allows the animal to predict a threat and respond in advance.
operant conditioning
when we learn that a behavior leads to a certain outcome
positive reinforcement
adds something
negative reinforcement
takes something away
which is more effective: reinforcement or punishment?
reinforcement
which is more effective: variable or fixed interval schedule
variable is more durable
why is punishment ineffective
misattribution
shaping
facet of operant learning. rewarding progressively better approximations of a desired behavior
Rescorla-Wagner model
learning is driven by prediction errors: the more surprising the better
PE = r - V
prediction error = reward - expected value. the prediction error is the actual reward minus how much u expected it to be. the difference between the two.
𝑉 (𝑡 + 1) = 𝑉( 𝑡 )+ 𝛼(𝑟 − 𝑉 𝑡 )
the actual reward = the expected reward + how fast you learn * (prediction error)
how is dopamine related to prediction errors
before conditioning: dopamine responds to unexpected reward
after learning: dopamine responds to CS but not reward
wanting vs liking
wanting is dopamine system
liking is opiod system
extinction
when the CR is weakened when the CS is repeated without the US
spontaneous recovery
when the previously extinguished CR re-emerged after the presentation of the CS. temporary unless the CS is again paired with the US
ratio schedule
occurs based on number of responses
interval schedule
occurs based on the passage of time
how is extincn related to context
the prefrontal cortex tells the amygdala when the CS is relevant