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problem
how to acquire information for experience, maintain it over time, and use it when relevant to guid behaviour and plan future actions
importance
to remember past experience, ability to grow and change over time, learn from experiences in world
challenge
out of all experiences, what to remember, and how to retrieve it when needed
memory involves multiple …
processes, types, systems, tasks. requires a physical change in nervous system and is pervasive
similarities between computer and human memory
a common underlying representation (binary digits vs number and strength of synapses), short-term memories that require active maintenance (RAM, cache, registers vs sensory, short-term and working memory, require active firing of neurons to remain), long-term memories that can be passively stores (hard rives vs long-term memory)
differences between computer and human memory
organization of storage and processing (memory storage is physically separate form processing vs location of memory storage and processing coincide), interpretation of representations (a pattern can have the same interpolation wherever it occurs vs interpretation of a synaptic weight depends on its location in nervous system), access to memories (memory is accessed based on its address vs memory is accessed based on its content)
encoding
initial creation of memory traces in brain from incoming information
consolidation
continued organization and stabilization of memory traces over time
storage
retention of memory traces over time
retrieval
accessing/using stored information from memory traces
reconsolidation
possible reorganization and destabilization of memory traces after retrieval
dissociating short-term and long-term memory tasks
short term: memory span, hear three words and immediately recall in same order. long-term: list learning, hear 10 words, repeat until all 10 are recalled in any order
patient K.F.
damage to left temporoparietal cortex
patient H.M.
damage to bilateral medial temporal lobes
dissociation
performance differs across two tasks
partial damage argument
there is one system for both short and long-term memory. the short-term task is harder than the long-term task. so when the memory system is damaged, the short term task suffers more than long term task
compensation argument
there is one system for both short and long-term memory. the short-term task is harder than the long-term task. when this system is completely damaged, the brain can compensate for the long-term task but not the short-term
double dissociation
provides strong evidence for separable systems that depend on different brain regions and distinct cognitive processes
how many words on average can a person remember in the memory span task?
7
how many words on average does a person have in their vocab?
20,000
short-term memory
timescale: seconds, capacity: extremely limited, neural basis: sustained activation of neurons
long-term memory
timescale: minutes, hours, days, years, capacity: massive, neural basis: number and strength of synapses
explicit and implicit task double dissociation
patient M.S: damage to right occipital lobe, performed bad on perceptual identification but good on word recognition. amnesia patients (Korskoffs syndrome due to severe alcoholism and epilepsy) had good perceptual identification and bad word recognition. provides evidence of implicit and explicit memory being diffenrt processes in different brain areas
implicit memory
non-declarative, independent of conscious awareness, procedural, conditioning, non associative or priming. eg. riding a bike, skilled motor sequences
similarities between implicit and explicit memory (LTM)
timescale for both: minutes, hours, days years. capacity for both: massive. neural basis: number and strength of synapses
explicit memory
declarative, available to conscious awareness, semantic or episodic. eg. facts, words in adult vocabulary
non-associative memory (implicit)
a change in réponse to an unchanging stimulus
habituation
reduced response to an unchanging stimulus (considered LTM)
sensitization
increased response to an unchanging stimulus (considered LTM)
first evidence of neural basis of memory
sea slug Aplysia studied because of simple nervous system and big neruons. Eric Kandel - 2000 Nobel prize
presynaptic depression
habituation, same action potential, reduced neurotransmitter realize, smaller EPSP
presynaptic facilitation
sensitization, same action potential, increased neurotransmitter release, larger EPSP
habituation and sensitization short and long term changes
short term changes: lasts for minutes, changes in amount of neurotransmitter released. long-term changes: lasts for hours, days, weeks, changes in number of synapses
fear conditioning with electrophysiological testing
after testing, EPSP to tone increases in lateral nucleus of amygdala due to pairing with the shock
motor skill learning: motor adaptation and motor sequence learning
motor adaptation: cerebellar loops. motor sequence learning: cortico-basal ganglia-thalamocortical loops
motor adaptation and cerebellar lesion
throwing darts, prism glasses shift visual fields. control group are able to adapt to prism glasses and to taking them off. cerebellar lesion participants fail to adapt to distortion, perform the same throughout
cerebellum
uses forward model to predict results of motor commands. uses differences between actual and predicted results for online error correction and motor learning
basal ganglia and reinforcement learning
select action expected to lead to maximum reward, perform action, compare action reward to expected reward (prediction error = actual reward - predicted reward), use prediction error to update expectation, repeat until desired action is reached.
basal ganglia reinforcement learning and SNc
dopamine signal form substantia nigra pars compacta represents prediction error. larger response = better than expected, smaller response = worse than expected. dopamine excites direct pathway (via D1 receptors) and inhibits indirect pathway (via D2 receptors)
benefits of learning an instrument
larger grey matter volume on both sides of cerebellum, better cerebellar-hippocampal functional connectivity, better cognitive and motor function in older adulthood
priming
change in stimulus processing due to prior exposure to same or related stimuli without conscious awareness
perpetual priming Warrington and Weiskrantz
participants shown goblin figures (fragmented pictures), Karsakoff syndrome patients showed improvement in recognition day to day, despite not remembering the previous days training (required fewer frames to recognize object)
semantic priming
semantic priming task: lexical decision: word or non-word. in both long and short intervals, participants were faster for related words than unrelated words = semantic priming effect. N400 component (reflects meaning and language comprehension) is modulated by semantic priming
perceptual and conceptual/semantic priming
priming depends on region of cortex processing relevant representations. perceptual priming: sensory cortices (eg. occipital lobe for vision). conceptual/semantic priming: unimodal and multimodal association cortices (eg. anterior temporal, inferior partial, prefrontal cortex)
semantic memory
memory for concrete word meanings activates areas of cortex involved in relevant processing, distributed across cortex
semantic memory actions
motor cortex/somatosensory cortex (eg. throw or run)
semantic memory sounds
auditory cortex (eg. sound associated words)
Semitic memory colours and movements
ventral visual stream (occipital/temporal cortex)
sensory/functional theory
organization of semantic representations is based on relevant sensory and motor features (eg. action words activate region of primary motor cortex for specific body part, lick - face, pick - arm)
domain-specific theory
organization of semantic representations is based on semantic categories (eg. fruits and vegetables, animate living things, nonliving things, conspecifics - mom, dad, mailman). this comes from studies of individuals with brain damage, deficits in different domains (picture naming studies)
sensory/functional vs domain-specific theory
perhaps both right: fMRI data from silent naming of tools and animals support domain-specific theory. tools are strongly associated with actions supports sensory/fucntional theory. categories often correlate with sensory/functional distinctions.
encoding of episodic memory (explicit)
hippocampus and related structures form indices (pointers) to bind cortical representations
retrieval of episodic memory
hippocampus and related structures use indices (pointers) to reinstate cortical representations
fornix
axons that connect hippocampus to other parts of brain
cognitive map theory
memory for spatial relationships in enviormnet
place cells
fire when animal is in a particular location. 2014 Nobel prize: O'Keefe, Moser and Moser. important for memory to know where something happened
relational memory theory
memory for associations in general. odor association task: participants with lesion to fornix (cuts off hippocampus from cortex) can't see relationships across pairs. suggest that medial temporal lobes are important for association between facts.
role of perirhinal cortex
binding features of objects
parahippocampal cortex
encoding spatial layout
hippocampus
encoding relationships more generally
hebbian learning
"neurons that fire together wire together" when presynaptic action potential leads to postysynaptic action potential, connection is strengthened (next time it fires, more likely postsynaptic AP will fire too) (eg. copying drawings after seeing them in study phase, drawings not perfect)
long-term potentiation (LTP)
increase in synaptic strength, exhibits necessary properties for Hebbain learning, found in hippocampus (and other brain regions)
early LTP
increased presynaptic release of neurotransmitter, increased number of postsynaptic receptors
late LTP
increased number of dendritic spines of synapses
what is wrong with learning based solely on LTP?
if synapses only strengthen, neural firing will grow out of control (positive feedback loop)
long-term depression (LTD)
"neurons that fire apart wire apart" when presynaptic AP does not lead to postsynaptic AP, connection is weakened. reduction in neurotransmitter released, number of receptors, and number of synapses
retrieval of episodic memories is called …
reconstruction
episodic retrieval / reconstruction is based on:
memory trace, genes, past experience, internal state, environmental context
episodic retrieval can be inaccurate for reasons including:
semantic relatedness, cultural experience, source misattributions, pragmatic inferences, misleading post-event information
results of Deese, Roediger and McDermott (DRM) paradigm
related lures reported almost as often as words actually on the list, high confidence in accuracy for both words on list and lure words, reports of specifically remembering presentation of lures, happens even if you know about the effect
anterograde amnesia
inability to form new episodic memories
retrograde amnesia
inability to remember things that happened before incident/surgery
Patient H.M.
removal of bilateral medial temporal lobes (to treat epilepsy), resulted in severe anterograde amnesia and temporally-graded retrograde amnesia. unable to from new LTM after surgery and unable to recall existing LTMs form just before surgery.
consolidation related to representations
new memories depend on representations in cortex and links from hippocampus. over time, reactivation due to retrieval and really during sleep reduce dependence on hippocampus. old memories depend on representations and links in cortex (explains H.M. amnesia)
why have two memory systems - hippocampus
learns rapidly (single trail learning), creates distinct memories for each event/instance, more important for episodic memories
why have two memory systems - cortex
learns slowly, extracts generalities across events/instances, more important for semantic memories
is consolidation a permanent process?
old idea: once a memory is formed it is more or less permanent. new idea: reconsolidating - when a memory is retrieved it is reformed and is once aging subject to interference
reconsolidating - Nadar et al fear conditioning in rats
rat injected with anisomycin, which blocks memory consolidation in amygdala. rat has no memory of tone + shock paring when anisomycin is injected as rat freezes to tone (during reconsolidating, memory is blocked)
importance of reconsolidation
may need to make memories available again, allows them o change based on later experiences. recently, reconsolidating has been demonstrated in many LTM systems across many organisms, including humans (eg. changing traumatic memories)