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memory
two basic categories: short-term + long-term
not always beneficial (e.g. PTSD)
short-term memory
capacity for storage of small amount of information in an accessible state for a short period of time (usually seconds) (e.g. remembering a phone number until jotting it down)
george a. miller (1956): “the magical number seven, plus or minus two”, claim: number of objects a human can hold in short-term memory is 7 ± 2, later research shows this varies for digits, letters, words, etc.
working memory
involves temporary storage of information in order to manipulate it, i.e. not just temporary storage (short-term memory) but temporary storage and processing
long-term memory
lasting storage of information
general stages: encoding, storage (consolidation), retrieval (reconsolidation, extinction)
declarative memory
explicit; a memory you can consciously recall or ‘declare’
episodic: memories of events, autobiographical
semantic: memories of facts
non-declarative memory
implicit; a memory that is expressed through actions, not recollection
procedural: the knowledge of how to do something (ex. riding a bike)
conditioning (associative learning)
classical conditioning
also known as pavlovian conditioning; ivan pavlov found that dogs salivate in response to the sight of food, conditioned to salivate to the sound of a person approaching bringing the food and the sound of a bell associated with being brought food, involuntary behavior
unconditioned stimulus - sight of food
unconditioned response - salivation (naturally evoked)
conditioned stimulus - bell, associated with unconditioned stimulus so that the conditioned stimulus also evokes the conditioned response
operant conditioning
instrumental conditioning: learning through reward and punishment, reinforcement after behavior, voluntary behavior
behaviorism
john watson, “little albert” study conditioning phobias
argued that human behavior can be fully accounted for by classical and operant conditioning, discounts independent thought, feelings, imagination, creativity…
patient ep
unable to form new memories, but old ones before his hippocampus was damaged by a virus is fully intact, also short term memory is functional
was able to feel positive rapport with researchers who frequented his home, but unable to recall their names or ever meeting them before
engram
the neural representation of memories
karl lashley (1890-1958)
first research of brain mechanisms of learning and memory
examined learning in rats following lesions of different cortical regions; cortical transections failed to block learning but cortical lesions impaired learning
equipotentiality: all areas of the cortex equally involved in memory
mass action: ability to form memories depends only on mass (amount) of brain
patient h.m.
suffered from epilepsy as a child, epileptic center in hippocampus; doctors removed the hippocampus and adjacent structures on both hemispheres, epilepsy largely relieved; lost the ability to form new episodic memories ; could still learn skilled movements and intact procedural memory
anterograde amnesia
lost ability to form new episodic memories, but can still recall past memories (ex. patient h.m.)
retrograde amnesia
lost ability to retrieve older episodic memories, but can still form new ones
clive wearing
“worst case of amnesia ever known”; could not remember more than 30 seconds at a time, only able to remember the emotions he feels towards his wife, memory of how to play the piano
morris water maze
rats are placed in a small pool of water, they want to stop having to swim as soon as possible; they find a platform in this bath so they can rest, eventually after multiple trials, rats will swim immediately to this platform rather than swim around at random; rats with lesioned hippocampus were not able to perform this task
synaptic plasticity hypothesis
experience can leave a memory trace by causing long-lasting changes in synaptic connections
hebbian plasticity/learning
if a cell A persistently and repeatedly excites cell B, the efficacy of the synapse between them will increase
also, if cell A is consistently active when cell B is not active, weakening of synaptic connection (long-term depression)
long-term potentiation (LTP)
a potential mechanism for experience-dependent synaptic plasticity, changes caused by the NMDA receptor
measuring LTP: (before LTP) briefly stimulating the presynaptic axon causes a mild depolarization in the postsynaptic cell (EPSP); (inducing LTP) high-frequency stimulation of the axon produces repetitive EPSPs on the postsynaptic cells; (after LTP) briefly stimulating the presynaptic axon causes a bigger EPSP in the postsynaptic cell
steps of LTP
AMPA receptor: binding of glutamate to an AMPA receptor causes a sodium channel to open, results in depolarization/EPSP in the postsynaptic cell
NMDA receptor: opens a calcium channel, however at resting membrane potential the NMDA calcium channel is blocked by a magnesium ion; therefore, even when glutamate binds to the NMDA receptor, the channel does not allow calcium to enter
AMPA + NMDA receptor: glutamate binding to the AMPA receptor causes depolarization, strong and persistent depolarization repels the magnesium ion in the NMDA receptor so now calcium can enter the cell
second messenger cascades
calcium-activated to induce long-lasting changes, more than sodium: (1) transport of intracellular AMPA receptors to the membrane, (2) changes in gene expression that results in production of more AMPA receptors
trisynaptic circuit of the hippocampus
information about experience arrives into the hippocampus from the entorhinal cortex into the dentate gyrus through the perforant pathway (LPP/MPP)
from dentate gyrus, information goes to CA3 pyramidal cells through mossy fibers (MF)
then, to CA1 pyramidal cells through schaeffer collaterals (SF)
pattern completion
reinstatement of a memory from partial cue because of strengthened neuron synapses from LTP
two stage model of memory formation
stage 1: experience → cortex → hippocampus
stage 2: stays in hippocampus for a short-term, but not cortex (post-experience)
stage 3: information propagates from the hippocampus to the cortex during sleep
stage 4: stays in cortex, but not in hippocampus (long-term memory); hippocampus “teaches” cortex about experiences, “slow learner”
place cells and place field
spatial receptive field of hippocampal cells
hippocampal replay
a time-compressed re-occurrence of the same sequence of place-cell firing as during recent behavior
reflects recent experience, generated in the hippocampus, prominent during sleep, coordinated with cortical regions, supports learning
plasticity of hippocampus vs. cortex
the cortex (“slow learner”) is said to be less plastic than the hippocampus (“fast learner”)
electrophysiological as a technique for recording memory
trajectories in space are encoded by sequences of hippocampal place cell spiking, trackable by electrophysiological equipment
episodic memory as “mental travel”
episodic memory is 'mental travel' in time and space referenced to self
episodic memory may share evolutionary origin with navigation
feeling vs. emotion
emotions are mental reactions typically accompanied by physiological and behavioral changes in the body (six primary emotions: anger, disgust, fear, happiness, sadness, and surprise)
feelings are conscious awareness and reactions to emotions (worry, homesick, content, jealous, etc.)
charles darwin, “the expression of emotions in man and animals”
13 years after “on the origin of species”, emotional expression as involuntary indicators of internal state, argued that animal’s emotional expressions are homologues of human emotions, and that common facial expressions appear in humans of all ages, genders, cultures
james-lange theory of emotion
physiological reactions in the body cause the emotion, “bottom-up”
emotion of fear is a response, stimulus cause physiological reactions (ex. hair raising, increased heart rate, respiration, etc.) which causes brain to perceive this as fear
cannon-bard theory of emotion
emotional states arise in the brain, which then sends signals to the body to produce physiological reactions, “top-down”
challenged james-lange theory: (1) cats with disconnected visceral innervations still hissed and growled towards dogs; (2) similar visceral changes like increased heart rate occur in different emotions like fear, rage, excitement; (3) bodily response is too slow to generate an emotion
conducted experiment demonstrating the role of the thalamus and hypothalamus in emotional behavior
two-factor theories (schacter & singer’s experiment)
subjects injected with either saline or epinephrine (increasing heartbeat, trembling, and rapid breathing); of those injected with epinephrine, half were told of expected effects; subjects interacted with an actor, both physiology and cognition affected the subject’s emotional state
hypothalamus and emotions
internal states, homeostatic drives
highly conserved structure; contains nuclei that influence reproductive, appetitive, and agonistic behaviors; fundamental to animals; receptors monitor the composition of blood
3 main hypothalamus pathways
autonomic output pathway stimulates sympathetic + parasympathetic nervous systems
motivational pathway stimulates the forebrain to generate complex plans
neuroendocrine pathway regulates hormone levels throughout the body
HPA (hypothalamic-pituitary-adrenal) axis connections and hormones
hypothalamus: releases corticotropin releasing factor (CRF), master stress trigger
pituitary gland: secretes adrenocorticotropic hormone (ACTH)
adrenal glands (kidneys): secretes glucocorticoid hormones (cortisol in humans, corticosterone in rats); cortisol triggers flight-or-fight reactions: elevate blood sugar, increase metabolic rate, suppress immune system
negative feedback on the hypothalamus and pituitary
HPA axis is involved in anxiety disorders, bipolar, insomnia, PTSD, depression…
optogenetics
a method for inducing or suppressing neural activity (action potentials) with light
some algae produce light-sensitive ion channels (e.g. channelrhodopsin), the gene for these channels is inserted into neurons, now neurons express light-sensitive channels in membrane, shining light causes neurons to spike
medial hypothalamus stimulation
in cats: induced defensive rage behavior
in humans: inadvertent stimulation caused rage attack and attempt to forcibly remove stereotactic frame
basolateral (BLA) + central (CeA) amygdala
lesions of BLA block conditioned fear, prevent new fear learning
kluver-busy syndrome
in 1930s, kluver and busy removed temporal lobes of monkeys (including amygdala); displayed hyperorality, hypersexuality, lack of fear
became known as kluver-busy syndrome: deficiency in predicting negative outcome, fear prediction
amygdala and fear
in 1950s, weiskrantz tested role of amygdala in fear learning; monkeys underwent avoidance conditioning (e.g. press lever to avoid shock); control monkeys learn rapidly, monkeys with amygdala lesions do not
types of motivation
“high-level”: strategic, long-term (e.g. “i want to be a tennis player”)
“low-level”: immediate, innate (e.g. “i’m hungry and want to eat”)
motivation as homeostasis
the drive to stay at homeostasis: ex. blood sugar levels, body fluid levels, body temperature, social + sexual drives
sense the current state
compare to wanted state
correct the difference
lateral hypothalamus (LH) and ventromedial hypothalamus (VMH)
early studies lesioned the LH in cats → results in aphasia (loss of motivation to eat); “hunger center”, also involved in arousal, narcolepsy is associated with LHA neuronal loss
VMH lesions cause hyperphagia: loss of knowing when full, satiated → abnormally increased eating; “satiety center”
leptin
a satiety hormone; hormone produced by fat-storing cells, a long-term signal of stored energy
its level in the blood is correlated with amounts of fat, can cross blood-brain barrier
in normal-weighted individuals, leptin reduces fat intake, increases energy expenditure and thermogenesis
obesity and leptin
a mutation in the Ob gene impairs leptin production → results in overweight mice
people who lack leptin due to a mutation are morbidly obese + hypothermic; can be partially reversed by leptin injections
ghrelin
a hunger hormone; stomach hormone secreted before meal, promotes eating
injection of ghrelin into the hypothalamus induces eating
arcuate nucleus of the hypothalamus
involved in control of hunger and feeding; projects to LHA, VMN, and the paraventricular nucleus (PVN)
POMC (pro-opiomelanocortin)/CART (cocaine- & amphetamine- related-transcript) neurons: stimulated by leptin, increases satiety
NPY (neuropeptide Y)/AgRP (agouti related protein) neurons: inhibited by leptin, stimulated by ghrelin, increases feeding, overrides long-term satiety signal
hypovolemic thirst
reduction in blood volume; result of dehydration, blood loss, vomiting, diarrhea
blood pressure drop detected by baroreceptors in heart and veins, sends information to the brain via two pathways (neural + endocrine)
neural pathway of hypovolemic thirst
baroreceptors send information to the nucleus of the solitary tract in the brainstem
brainstem circuits increase heart rate, constrict blood vessels
information sent to hypothalamus, which sends signals to increase reabsorption of water in kidney and triggering thirst
endocrine pathway of hypovolemic thirst
low blood pressure causes kidneys to release renin
angiotensin ii produced in blood: renin cleaves angiotensinogen to angiotensin i; angiotensin i cleaved to angiotensin ii
angiotensin ii enters brain to cause thirst
osmotic thirst
increase in extracellular solute concentration; result of high intake of sodium in diet
hypertonic extracellular fluid pulls water from neurons, detected by osmoreceptor neurons in the hypothalamus, sends signal to decrease urinary output and increase thirst
sexual dimorphism
males and females typically exhibit differences in sexual behavior
males: mounting, penile erection, ejaculation
females: lordosis
ventromedial hypothalamus (VMH) and lordosis
lesions in females disrupt lordosis, stimulation in females elicits proceptive behavior + lordosis, does not elicit sexual behavior in males
preoptic area and male behavior
lesions eliminate male sexual behavior (mounting, pelvic thrust), stimulation triggers sexual partners in males, lesions or stimulation do not influence lordosis in females
hypothalamus and consummatory effect
male rat trained to press bar for receptive female, copulates when accessible
after preoptic hypothalamic lesion: still presses bar to gain access, but fails to copulate
preoptic lesion block consummatory phase, leaves appetitive sexual motivation intact
amygdala and appetitive effect
after amygdala lesion, male rat no longer works to gain access to female, but if given a receptive female is still able to copulate
amygdala lesion blocks appetitive phase of sexual motivation
olds & milner self-stimulation
rats press lever for electrical brain stimulation, rats trade eating to self-stimulate, stimulation appears “rewarding”, rats will work for it
dopamine mesolimbic pathway
self-stimulation sites concentrated along the dopamine mesolimbic pathway, midbrain ventral tegmental area (VTA) contains dopamine neurons, projects to nucleus accumbens
pleasure/liking vs. motivation/wanting
many addictive substances are pleasant at first but that decreases with exposure; yet, the amount of effort to obtain the drug increases
different neural circuits for “liking” and “wanting”
hedonic “liking” vs. aversive “disgust”
facial expressions in liking
facial expressions as a window into core processes of emotions (re: darwin, “emotions in man and animals”)
prediction error
the discrepancy between expectation and what actually occurs, may also reflect reward anticipation
before learning: rat has increase of dopamine once it receives reward
after learning: rat has increase of dopamine once light turns on, anticipating and predicting reward is to come
absent reward: rat has increase of dopamine once light turns on, but big decrease when there is no reward
monetary incentive delay (MID) task
in each trial, one of three colored squares is shown (cue); then, fixate on a crosshair as they wait a variable interval (delay); finally, respond with a button press to a white target square which appears for a short time (target)
cues signal potentially rewarded trial (yellow), unrewarded trial (blue), or no response requirement (red)
nucleus accumbens vs. ventromedial prefrontal cortex
in MID task, greater nucleus accumbens activity during anticipation of rewarded vs. non-rewarded trials
greater ventromedial prefrontal cortex activity during rewarded vs. non-rewarded outcomes
reward prediction/anticipation
dopamine mesolimbic pathway involved in reward anticipation/motivation
the frontal cortex involved in reward outcome, distinct brain regions for reward anticipation and outcome
medial prefrontal cortex and decision-making
anatomical link between motivation and decision-making in the medial prefrontal cortex
prefrontal cortex damage
subjects often have normal perception, motor behavior, intelligence
yet, show impairment in “executive functions”: higher-level cognitive skills used to control other cognitive abilities and behaviors (decision-making, planning, behavioral inhibition, social behavior)
ex. phineas gage
ventromedial prefrontal cortex (vmPFC) and orbitofrontal cortex (OFC)
connected to VTA, amygdala, temporal lobe, olfactory system, lateral hypothalamus, and other regions of the prefrontal cortex
connectivity allows it to make calculations that include external and internal signal
activity in vmPFC correlates with the subjective reward value of a chosen option (ex. when hungry individual is given more and more chocolate)
activity in medial OFC show decreased activity with each additional piece of chocolate, different desirability of options
injury impairs anticipation of the consequences of actions
rational choice theory
homo economicus: a theoretical person who always make the same rational decisions and maximizes utility
maximize gains, minimize losses
prospect theory
kahneman & tversky: how people decide under uncertainty and risk
risk aversion
when given a choice between 50% chance of $100 or $45 right now, most people choose $45 (not a “rational economic choice”
when confronted with a gamble with a moderate chance of success, people tend to be risk averse; we don’t treat gains and losses symmetrically
a utility curve describes how people assign value to options with the prospect of a gain or loss
endowment effect (loss aversion)
a classroom of students offered to choose between a mug (59%) and a chocolate bar (41%)
a second classroom was given a chocolate bar and asked to trade for a mug (10% said yes)
a third classroom was given a mug and asked to trade for a chocolate bar (11% said yes)
owning something endows it with greater value
why do we make irrational decisions?
one idea is that our poor decision occur because we are simply limited in our cognitive abilities or that we have an “obsolete brain” (we are still transitioning from a more intuitive/primal/emotional system to a more rational/conscious system)
other animals are also “irrational”: bonobos prefer a bowl with 100% chance of 4 grapes instead of a bowl with 50/50 chance of containing either 1 or 7 grapes
neural mechanisms of decisions under risk
damage to the prefrontal cortex is associated with increased risk-taking
strong activity in the amygdala is associated with risk aversion, damage associated with risk-taking
disruption of nucleus accumbens activity reduces preference for larger, uncertain rewards