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memory
engram
mental process used to acquire, store, retrieve info
location where memory is kept, as in a storehouse of info
three distinct “stages:
encoding
storage
retrieval
successful learning requires optimization of all three stages
engram
the representation that holds the contents of experience, as in a memory trace
learning
relatively permanent change in behavior that results from experience
optimized encoding
what is needed:
attention
divided attention is bad for learning!
undivided attention needed for long-term memory!!
intention
intentional vs. unintentional learning
meaning
encoding success reflects ability to map new info onto existing knowledge
performance best when processing the words at the level of their meaning
performance not simply determined by what storage info is in (STM/LTM)
critical how info is processed at the time of encoding
timing
intentional learning
active learning in anticipation of future recall demands this
incidental learning
passive learning as a byproduct of exposure
repeated, incidental exposure doesn’t necessarily improve memory
trace decay
fading of stored info over time
interference
memory for one event hinders recovery of another
proactive interference
old memory makes it difficult to remember new memory
encoding variability minimizes interference
memory continues to decline as proactive interference accumulates across lists
release from proactive interference scales w/ category distinctiveness
vary study habits to minimize proactive interference
Simonides
Greek poet who relied on memory to recite his work/works of others
recognized that memory benefits from orderly arrangement following tragedy in Thessaly
developed what would later be called “method of loci”
franz Joseph gall
“each brain region has a particular function, but they influence each other”
anticipated modern view of localization + interaction
legacy overshadowed by ridicule (carnival phrenology)
William James
distinguished habits from primary (short-term/working) vs. secondary memory (long-term/episodic)
anticipated multiple memory systems
Herman ebbinghaus
philosopher in Berlin
inspired by lawfulness of psychophysics data
performed experiments on himself/published results in “Memory: a Contribution to Experimental Psychology”
shorter lists are easier to learn
forgetting curve and everything that comes w/ it
pioneered systematic and controlled scientific study of memory
created controlled stimulus material
forgetting curve
rapid, nonlinear rate of forgetting that slows over time
ways to slow this down:
overlearning - slows forgetting (studying beyond point of criterion)
savings - reduction in time required to relearn previously mastered list
distinguished learning - associated w/ increased savings
behaviorism
emergence began w/ John Watson
reaction to introspection: mental thoughts cannot be observed, behavior can
subject matter: observable behavior
studied behavioral responses to stimuli
interested in stimulus-response relationships
Pavlov (classical), Thorndike (puzzle box)/Skinner (Skinner box) (operant)
e.c. tolman
learning’s not driven by reinforcement, but by curiosity of environment/seeking knowledge
cognitive theory - animals possess cognition that will guide expression of learned behavior
“more than one kind learning”
rats in a maze experiment
latent learning
Frederic Bartlett
combined experimental psychology w/ rich theory
influential book → Remembering: a Study in Experimental and Social Psychology
rejected Ebb’s methodology + idea of mere association, more generally
argued that memory is a constructive process that’s critically shaped by meaning
introduced schema knowledge
endel tulving
argued for a distinction of kinds of LTM
consciousness
content
memory
episodic memory (autonomic consciousness; specific to you/own thoughts) builds upon
semantic memory (noetic consciousness; thinking/aware) builds upon
non-declarative (procedural) memory (anoretic consciousness; no thinking/process)
John o’keefe
hippocampal place cells → specific cells mapping out space
Karl Lashley
trained rats to run a maze then removed part of their brain
subsequent maze performance was unaffected by localization of the lesion, instead it was the size of the lesion that mattered
lead to the idea of “equipotentiality”
patient h.m.
anterior temporal lobes (bilateral amygdala, hippocampus, some cortex) removed
severe anterograde amnesia
Brenda Milner and Susan Corkin
procedural/working memory still intact → suggests there’s different kinds of memory/learning
long-term storage relies on a different brain region
implicit/nondeclarative memory
procedural learning - skills/habits
riding a bike, typing on a keyboard, etc.
priming - prior exposure shapes response
recognizing a word faster if you saw it earlier
conditioning - learned associations/responses
feeling anxious when hearing a dentist’s drill
statistical/pattern learning - picking up regularities w/out awareness
babies learning language rhythms
adults sensing something “feels off” in a melody/visual pattern
law of effect
thorndike
consequence of responses determine whether it is strengthened/weakened
reward → strengthened
no reward → weakened
punishment → very weakened
operant response
skinner
action that operated on the environment to produce some consequence; different environments will encourage different behaviors
latent learning
type of learning can occur w/out reinforcement
cognitive map
example of latent learning
internal representation (or image) of an external environmental feature or landmark
prefrontal cortex lesions
selectively impairs working memory performance
medial temporal lobe lesions
selectively impaired associative memory performance
long-term memory
declarative (explicit)
episodic
semantic
non declarative (implicit)
conditioning
priming
skills/habits
associations
dendrites
receive information
input zone where neurons collect/process information, either from the environment or from other cells
cell body
integrates information
integration zone where the decision to produce a neural signal is made
axon
carry information
conduction zone where information can be electrically transmitted over great distances
axon terminal
transfer information
output zone where the neutron transfers information to other cells
synaptic plasticity
change in the structure/biochemistry of a synapse that occurs during learning
Hebb’s rule
if two connected neurons are both active simultaneously, synapse between them will be strengthened
consolidation
transfer of short-term to long-term storage
hypothesis: experience-dependent plasticity (co-occurrence of activity) may be a neural mechanism of this concept
long-term potentiation
long-lasting strengthening in synaptic connections due to high-frequency activity
stable/enduring stronger response in the future
strengthens synapse
neurogenesis
new neurons being born
in adult humans, the hippocampus/olfactory bulbs are the only brain regions where these new neurons can be born
thousands of new neurons are formed in the hippocampus every day
younger neurons have greater plasticity, so they may be important for creating new connections
limbic system
structures important to emotion, learning, and memory
amygdala
thalamus
hypothalamus
amygdala
highly connected to the hippocampus, consistent w/ its role in memory and w/ the hypothalamus
connects features of memory w/ aspects of emotion (fear conditioning and emotional learning)
heightened activity in PTSD
hypothalamus
“under the thalamus"
associated w/ basic instincts/drives (food, thirst, fight/flight, hormonal releases)
thalamus
heavily connected to other areas of the brain
all sensory inputs (except olfaction) routes through here before it connects to other parts of the brain regions
papez circuit
areas involved in memory formation/emotional responses
has been further elaborated to include other regions (prefrontal cortex (PFC) and amygdala)
he injected rabies virus into a cat’s hippocampal region
traced the spread of virus through this thing
hippocampal-cortical network
important for recollection and prospective memory
medial temporal lobe amnesia
occurs when patient has preserved intellectual function/mnemonic deficits
form implicit but not explicit memories
repetition - priming tests
indicates flexibility of memory systems
anterograde amnesia
inability to form memories after the onset of the disorder
there’s hippocampal damage involved in this
retrograde amnesia
inability to recall memories from before the trauma (ex: accident, surgery)
there’s a disconnect between the hippocampus and storage site
basal ganglia
striatum + globus pallidus
involved w/ procedural memory → the knowledge of how to do something
intricate reciprocal connections to the thalamus/cortex
occipitotemporal junction
supports priming → past experiences increase the response to a given sensory stimulus
cerebellum
involved w/ conditioning (learning of associations)
skill learning (procedural)
fear conditioning also involves the amygdala
n-back
these tasks are commonly used in neuroimaging studies of working memory
continues sequence of stimuli w/ a fixation delay of fixed duration
accurate performance requires maintenance of a rule, digit/letter/number span, monitoring
source judgement
part of retrieval
attribution of where/from whom we learned something
neuropsychology
study of patients w/ brain damage
localization of function
correlate specific area of brain damage w/ cognitive or behavioral deficits
part of neuropsychology
eye tracking
track the fixations/patterns of eye movements for encoding strategies
pupillometry
measure pupil dilation during a task; linked to arousal, surprise/novelty
skin conductance
sweat (often in fingers); linked to arousal, surprise/novelty
EEG
electrodes record the brain’s electrical activity
remember that action potentials are electrical signals
scalp → electrodes placed on the skull
intracranial → electrodes surgically placed directly on the brain
event-related potential
changes in electrical activity related to a specific task stimulus
neural oscillations
waves of coordinated rhythmic activity; can measure how coupled (ex: in sync) rhythms are between brain regions
MEG
measures magnetic fields emitted by the brain’s electrical activity
noninvasive (similar to scalp eeg)
tracks pathways of information processing
PET scan
inject radioactive tracer in bloodstream
indicates regions of the brain that are active and/or where certain molecules are in the brain
MRI
safe/quick means of generating images of structure/function of the brain
different molecules (ex: oxygen, hydrogen) react differently when placed in an extremely strong magnetic field
structural → detailed picture of the brain
studies tissue
functional → measures blood flow as an indirect measure of neural activity (more active regions require more blood)
diffusion (diffusion tensor imaging) → measures water molecules along axons to assess structural connections
levels of activation
contrast levels of activity during different task demands/cognitive processes
patterns and reinstatement
compare patterns of activity
do these changes repeat exactly or not during retrieval?
from ending → retrieval
functional connectivity
how correlated are activity levels between brain regions over time
TMS
pulses of magnetic field induce electric currents in the brain
elicits action potentials in neurons at the cortical surface
transcranial direct current stimulation
continuous low intensity electric current delivered via electrodes on scalp
deep brain stimulation
implanted device sends electrical impulses to the brain
direct electrical stimulation
directly stimulate neurons via surgically implanted electrodes (clinical)
spatial resolution
how precisely can you measure something in space; ability to distinguish two points from each others
temporal resolution
how precisely can you measure something in time; ability to distinguish events in happening in time
atkinson/shiffrin
formalized a model that captured the view common among memory researchers that memory is not a unitary process
good heuristic and a useful way to think about information processing