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long-term learning vs short-term performance
performance: immediate, short-term ability; observable during practice
learning: long-term ability that endures; not observable during practice
Simon & Bjork key press experiment
two trials
blocked practice
interleaved practice
overall findings
performance during practice was better for blocked trials
long-term retention was better for interleaved trials
desirable difficulties
methods that are most effective for long-term learning tend to introduce difficulties that make short term performance worse
intuitions about what study strategies are most effective are often wrong - evidence
short term performance is worse during study strategies that cause better long-term learning, giving the illusion that they are not as effective
highlighting/underlining strategy (2 reasons highlighting is not effective)
highlighting causes focus on isolated facts, ignoring connections
difficulty distinguishing between central and peripheral ideas
Fowler and Baker study and results
highlighting did not help during trials that tested learning for groups that read an article, highlighted an article, and read a highlighted article
rereading (3 problems)
diminishing returns compared to other methods
does not improve performance on inference-based questions
gives a mistaken illusion of mastery (recall vs recognition!)
Rothkopf study and results
students were given 2 passages with missing key words, and were asked to fill in the missing words
trials: 1) never seen the passages, 2) read both passages once, 3) read both passages twice, 4) read both passages four times
findings
reading once leads to big improvement compared to no reading, but after the 2nd time, there is no significant difference onwards
generating explanations - Pressley study and results
idea; make connections between well-understood ideas and develop an understanding of why an observation is true
trials:
no explanation why
given an explanation why
generated an explanation why
results
same performance for first two trials, with a significant improvement for the 3rd generated explanation group
interleaving (blocked vs interleaved practice)
interleaved: switch between topics while studying, building confidence across multiple areas
VS
blocked: study on topic until confident and studying the next…etc
Rohrer & Taylor study and results
studying interleaved vs blocked study methods, using tactics to memorize the volume of geometric shapes
results
better practice performance for the blocked trial
BUT improved exam performance for the interleaved group
distributed practice and spacing
spacing out studying enhances learning!
final retention tests see that more spacing = better memory
Bahrick study and results
group 1: all 6 sessions back to back on one day (cramming)
group 2: all 6 sessions one day apart
group 3: all 6 sessions one full month apart
Results
more proportion correct for crammed group in the beginning, but on the final test group 3 say the most proportion correct
testing & utility
testing on concepts improves memory because it requires recall and generating an explanation
Butler study and results
trials:
all groups read text passages but one group tested on half of the passages while the other group re-read the passages
results
testing on studied passage saw improved accuracy compared to solely re-reading the passages
learning vs performance - desirable difficulties (Bjock/Bjock reading)
assessing easy forms of learning that improve recognition in the beginning ≠ long-term learning
many difficulties are undesirable in the beginning → desirable because they trigger encoding and retrieval processes that support learning, comprehension, and remembering
varying the conditions of practice (Bjock/Bjock reading)
-spaced vs massed studying: spacing is more effective (aka blocking)
massing supports short-term, but does not improve overall long-term learning
massing does not center on learning more difficult concepts
little will be recalled over the long run, despite cramming
-interleaving vs blocking
blocked improved more rapidly, but saw a decrease in long-term learning
blocking does not create a ‘desirable’ difficulty
blocked misinterpreted successful short term learning as ‘successful’
generation effects (Bjock/Bjock reading)
repeated testing vs repeated study
looking up answers and getting answer directly prevents learning and troubleshooting; power of tests in learning
how familiarity can be misleading
metacognitive effects of tests
limited judgment in deciding whether content from a textbook will be on an exam
more time should be spent testing/practicing!
strategies to optimize learning (Putnam reading)
starting the semester
preparing for class
during class
after class
preparing for tests
final exam
introspectionism (Wundt) problems
observing one’s thoughts, experiences, and feelings
developed theories on how the mind works based on just observations, impacted by expectations
private mental lives cannot be verified by others - problem of the minds (indirect observation)
problems
difficult to verify
private events, not public
end product, not the product itself
behaviorism (Thorndike and Skinner) + experiments
emphasis on what can be directly observed such as:
stimulus
responses
reinforcements/rewards
IGNORING THE MIND!
cat in a box experiments, observing ‘how long to escape’ to press a lever
law of effect
if a behavior is followed by something positive, it will be strengthened
if followed by something negative, it will be weakened
methodological vs radical behaviorism
Skinner
animal’s behavior operates on the environment to make something happen
all animal and human behavior can be explained by simple rules of learning
core beliefs of radical behaviorism
mental activity does not exist
mental activity is epiphenomenal (no causal impact)
instrumental conditioning
animal’s actions are instrumental in producing some kind of outcome
methodological behaviorism
NO introspection
downfall of behaviorism
inability to explain human language
people can create new sentences and understand them even without prior experience
limiting science to strictly the observable
epiphenomenal mind
mental activity has no causal impact, as proposed by radical behaviorists
cognitivism and computational view of the mind
mainstream underlying assumption: the mind is a computer program
signal detection theory
information theory
symbolic logic (true, false operations)
Turig’s thesis (AI): anything can be computed in a mechanical manner
interpreting graphs (main effects and interactions)
main effect: two variables are parallel → there is a main effect
presence of an effect of one IV across levels on the DV
interaction: if two variables intersect → there is an interaction
when the effect of an IV on the DV depends on the level of another IV
mental chronometry
Donders (study of the time course of mental processes)
mental processes take time and we can measure that time
information processing stages
stimulus → processing → response
choice reaction time
stimulus → detection → decision → response
Donders’ subtraction method and problems
subtracting the time between a choice reaction tsimple reaction time (stimulus → detection → response) to calculate the duration of the decision stage
problems
assumption of pure insertion
all stages remain the same when the new one is added; adding the decision stage may influence another stage
assumption of additivity
duration of all stages add together to yield the reaction time
assumption of omniscience
we ‘know’ the information processing stages (dont really)
sternberg reading: structuralism (wundt, titchener), functionalism, pragmatism (james, dewey), behaviorism (watson, skinner)
structuralism:
goal: understand the structures of the mind by studying the mind in its constituent parts
introspection (delving into the private mind)
functionalism:
what do people do, and why do they do it?
how mental processes allow one to adapt, survive, and flourish
pragmatism:
knowledge is validated by usefulness
consciousness enables people to adapt to the environment
behaviorism:
focuses on associations between the environment and behavior
little impact of the mind
emphasis on animal research
perception
properties of the world and receptors
process of taking bits of energy that come into your brain and actively constructing a mental representation (percept)
transduce physical energy (light, sound) into electrochemical energy (AP, neurotransmitters)
signal detection theory
addresses how we make detection decisions and how expectations/biases impact perception
signal detect matrix
hits: correctly identify a signal
misses: miss a signal
correct rejections: correctly reject that there is no signal
false alarms: detect a false signal that does not exist
sensitivity biases
sensitivity: how easy or difficult it is to discriminate signal from noise
bias: your tendency to say yes or no, determined by expectations
signal vs noise
signal: something in the environment you are trying to detect
noise: things in the environment other than the signal
stimuli types
distal: external image
proximal: light and image that hits the retina
percept/representation: representation inside our mind that develops
perception as construction
illusions: convert energy out there to a model in there inside our head (constructive process where internal model does not match external model)
ambiguous figures:
lack of correspondence
when the percept does NOT correspond to the distal stimulus
example: perceptual illusions
paradoxical correspondence
when the proximal stimulus does not correspond to the distal stimulus
the percept does!
example: moving objects, moving eyes, constancies
perceptual constancies
our perception of an object’s features remains constant even when viewpoint and proximal stimulus changes
size doesn’t change with distance
perception of color/lightness doesn’t change with light
perception of shape doesn’t change with angle
direct perception (stimulus theory)
environment provides all necessary cues
stimulus info is always unambiguous
constructivist theory
perception uses data from the world and our prior knowledge/expectations
sensory info is often ambiguous
stimulus-driven
processing that is driven by the external stimulus NOT internal knowledge
direct perception
goal driven processing
processing that is driven by knowledge and expectation
constructivism: stimulus driven AND goal driven
Sacks reading
Dr. P’s patient deficits and preserved capabilities:
issue with ventral stream in the brain (temporal)
remembered key events of people, but not their faces
not impaired visual imagination
agnosia: unable to identify objects with visual pathways in the eye left intact
relationship to dorsal/ventral distinction: independent of each other, where impairment in one area does not cause impairment in others
receptor properties: retina, rods/cones, bipolar cells, ganglion cells
cornea: transparent front layer
iris: colored, light-controlling diaphragm
lens: focusing structure
bipolar cells: signal integrators and relations
lateral inhibition
ganglion cell layer: output
photoreceptor layer: light detectors
rods vs cones
rods detect brightness
many
located in periphery
low acuity
cones are concentrated in the fovea, detecting colors light blue, green, and red
low light sensitivity
few
high acuity
neuron parts
dendrites → soma → axon (myelin sheath)
types of potentials
resting: at -70mV
action: spike in potential, causing an increase positive concentration to 30 mV
threshold: potential must get above a level for a neuron to fire
all-or-none principle: action potentials always have same strength (either they fire or stay at resting potential)
propagation: once past threshold, active process of ion pumping propagates action potentials down axon
refractory period: short period after firing before neuron can fire again
neurotransmitters, synapses, presynaptic/postsynaptic cells, electrochemical transmission, summation
chemicals that are send between small gaps of cells (synapses) = neurotransmitters
electrochemical transmission
electrical AP within cells
chemical neurotransmitter between cells
summation: if combined effects at all synapses take AP across axon above threshold, then neuron will fire an action potential
receptive field of a neuron
area of external world in which stimulation causes a neuron to respond
Ganglion cell: points of lights of about 0.1-1+ degree of visual angle
magnocellular vs parvocellular layers, lateral geniculate nucleus
magnocellular: movement/location; transient respond; large receptive field
parvocellular: patterns/color/form; small receptive field; sustained response
spots of light → edges
RGCs care about spots of light
connected to a single V1 cell through LGN cell connection
detection of spots of light in a specific arrangement (edge) by V1 cells
cerebral cortex and lobes, primary visual cortex, simple/complex cells
simple cells: bar of light; specific orientation; specific retinal position
complex cells: edges, movement
PET scanning
mental and neural activity → blood flood → more radioactive tracer → more positrons emitted
PET Study:
spatial where task should activate occipital and parietal regions
object what tasks should activate occipital and temporal regions
Kohler experiment
Kohler experiment:
spatial task: locations same or different? (different)
objects: same or different (same)
RESULTS: areas of activation
spatial: parietal/dorsal (area 39)
object: temporal/ventral (area 37)
patient DF
condition: visual object agnosia (deficit in shape perception) after damage to the temporal lobe
cannot identify objects
cannot copy objects
cannot recognize own drawing
performs poorly on perceptual matching task, but performs well on a posting taks
intact visually guided action (dorsal pathway)!
Mishkin experiment
what task
lesions in inferior temporal cortex in the ventral stream product deficits in shape discrimination
where task
lesions in the parietal cortex along the dorsal stream produce deficits in landmark where tasks
population coding
no grandmother cell that is specific to one object/orientation
needs a pattern of activation across a population of cells to recognize objects
preserves object recognition in case of cellular death/damage
McCloskey Reading - Patient AH
modality-specific localization impairment
impairment selective to vision
did not have a spatial deficit affecting localization
identification vs localization
able to correctly identify objects, but could not locate them properly
location and identity are processed separately
visual experience and indirectness
could correctly identify objects from vision itself, but could not localize and perceive them correctly
objects of one’s awareness are NOT things in the world, but rather representations of those constructed by visual pathways
parsing and filling in
parsing: breaking the complex scene up into individual objects (edge detection, filling in and grouping!)
objects are occluded by other others → need to fill in the details to recognize objects
gestalt principles
main theory: see things as a whole, rather than the sum of their parts
similarity: similar things should be grouped together
good continuation: group things together if they follow a smooth curve
Pragnanz: simplest possible interpretation is preferred
template theories
having a template for which objects we see and identify
problems:
-transformations (angled E is not the same as a perfectly vertical E)
-exemplar variation (different fonts of E are not identical)
-occluded objects(the object is not the same as the template → requires parsing of features that are visible)
feature theory, evidence for features, visual search, problems
feature decomposition: cells in temporal lobe are not tuned to specific stimuli (no grandmother cell)
problems
lack of relationship considered
different arrangements of the same features produce different objects
EVIDENCE
- physiology (on area and off areas)
stabilized retinal images
visual search
pandemonium model, caricatures
feature based theory of pattern recognition
humans identify objects by breaking down into individual components
chaotic noisy and parallel nature of process (metaphor of demons)
brain has specialized neurons that fire in response to specific, simple features
patterns with similar features (p and r) will excite similar feature demons → recognition errors
structural description theories, RBC (geons, non-accidental properties), evidence + problems
RBC:
three keys
objects are composed of a number of distinct geons
recognize shapes and objects are composed of because of non-accidental properties
any object can be specified by its structural description (components and spatial relations)
matching process
detect elementary features
find non-accidental properties
determine component geons
match to memory
Evidence
partial or degraded objects - can still identify based on non-accidental properties
deletion of accidental properties still enables recognition, not with deleting non-accidental
unusual orientations
problems
facial recognition — faces are composed of the same geons, yet they aren’t the same face
lack of brain evidence (geon-selective brain areas)
face perception - holistic
holistic vs feature perception
holistic: faces are largely perceived and stored holistically
minimal decomposition into parts
relationships among parts = key
perception of inverted faces is different
neural evidence for face-specific processing
face-selective intracranial ERP responses can be recorded from ventral occipito-temporal cortex
prosopagnosia, expertise vs face for FFA
prosopagnosia: damage to the ventral stream can cause selective deficit in face perception
typically use other cues to identify people
FFA: face-selective region
found by Kanwisher et al study which showed periods of faces or objects
FFA is involved in face-specific processing
faces or expertise?
FFA is strongly activated by greebles for greeble experts but not for non-experts
prosopagnosics who are experts lose the ability to identify previous expertise features → brain has a general system for the expert metric subordinate-level visual classification, NOT a face-specific system
level of recognition (subordinate, basic, superordinate)
levels:
superordinate: general categories (animal)
basic-level: typical balance of general and specific (dog)
subordinate level: highly specific (golden retriever)
depth: paradox of depth perception (aka paradoxical correspondece)
distal system (the world) = 3D
proximal stimulus on retina = 3D
perceptual experience is 3D (paradoxical correspondence)
monocular vs binocular depth cues
monocular
linear perspective (parallel line
shape or texture cues (less distinct as distance increases)
relative size: when two objects are similar in size, smaller retinal image of further one
interposition: blocking and occluded object = farther
shadows
motion parallax: as we move, nearby objects move quicker
accommodation: lens changes shape to focus on objects at different distances
binocular
retinal disparity: eyes are horizontally separated, so they receive subtly different images
convergence: nearby objects causes the eyes to rotate inward and converge
stroop task, controlled vs automatic processing
stroop task
identifying processing speed in reaction time when naming the color of a word that is incongruent with semantic meaning
shows automaticity where human brains read words faster than identifying colors
controlled - conjunctions
automatic - features
auditory attention, dichotic listening, basis for selection, processing of unattended info
dichotic listening: participants hear two different audio streams
early: only know perceptual features BUT NOT meaning
issues: hard to pin down exactly when selection happens
early vs late selection/filtering, attenuation, perceptual load theory
early filtering:
filtering information after detection but before recognition
issues: GSR showed the effect of conditioned words even when unaware of them
similar concepts as attenuation (filtering before recognition)
late filtering:
filtering information after recognition
overt vs covert attention, Posner’s spatial cueing task, spotlight/zoom-lens model
overt: eye movements
covert: shifting attention without using your eyes
Posner’s spatial cueing task
when attention is shirting using an arrow
costs and benefits of either slow or fast reaction times
spotlight metaphor
specifically focusing on partical aspects in visual field
visual attention - Treisman
conjunction: shape/color/object
illusory conjunctions: incorrectly perceiving features of two objects into one
occurring only at unattended locations
attended locations → detection and recognition is faster
visual search is fast IF target is different from nontargets in a simple feature
attended locations → features are correctly bound together
arrangements of colored shapes into textures is much easier if diff parts of a scene differ in simple features
integrative spotlight
visual scene parsed into simple visual features
master map of locations codes where visual info is, but not what
attention is direction randomly around the master map
when a location is attended, features from diff dimensions become glued
blinding problem of perception
failure to notice unexpected yet fully visible stimuli due to attention being focused elsewhere
perception is limited by attention, not just vision
feature integration theory: know the model
how perceive visual objects by identifying simple visual features (color, shape, motion) and how they are automatically processed
require focused attention to be glued into unified objects
feature vs conjuction search; illusory conjuctions, texture segmentation
illusory conjunctions: incorrectly perceiving features of two objects into one
occurring only at unattended locations
feature search
automatic
fast, pop-out
independent of number of distractions
conjunction search
controlled
slow, effortful, needs glue
depends on number of distractions
space vs object vs feature based attention
space
specific region or location
operates like a spotlight enhancing processing of all info that falls within the attended spatial area
object
unified perceptual object or chunk of visual info
once an object is selected, attention spreads throughout entire boundary, enhancing processing of features and locations
features
non-spatial visual property such as color, motion, or orientation
enhances processing of a target feature across the entire visual field
Driver Reading - cocktail party problem, selective shadowing, non-shadowed message
cocktail party problem
in many situations, many sounds enter ears → how do we pick which sounds are revelant?
selective shadowing:
most efficient with clear differences between two messages, such as differences pitch
only notice simple physical properties such as pitch changes in non-shadowed message
nonshadowed message
limited processing of information due to superficial processing
perceived as having lower subjective loudness compared to shadowed message
unattended input
Driver Reading - Broadbent’s filtering model, methodological problem of assessing unattended info, falsifications
Broadbent filtering model:
fueled less by cocktail parties than by problems of radar operators
two main empirical questions described selection attention and selective shadowing (efficient with clear physical differences between two concurrent messages)
two successive stages of perceptual processing: 1. physical properties (pitch of sounds) is extracted for stimuli in a parallel manner; 2. more complex psychological properties that go beyond physical characteristics would be extracted
limited capacity channel; bottleneck theory (filter prevents overloading the brain, where unattended info is lost)
unattended info
sometimes unattended information can be processed more deeply
limited awareness of unattended stimuli → rejection from entry into memory or into control of deliberate messages
late selection (deutsch and deutsch)
deep processing was the rule rather than the exception
limited awareness of unattended stimuli is due to rejection from entry into memory or into control
unattended info may undergo full processing, yet without conscious recollection
attenuation (treisman) and evidence (roles of partial info and priming)
unattended info were attenuated rather than completely filtered out
weaker inputs from unattended such as in abstract properties like word identity
key roles that partial information (attenuated inputs) and priming have psychological processes
evidence
priming from an attended message becomes larger as one extends related context → lowers recognition threshold
partial info: attenuator does not completely block info, allowing recognition of low threshold strongly primed words
parallels in visual attention - Lavie, early/late reconciliation and perceptual load theory
results favoring late selection → obtained in situations of low perceptual load (single target and single distractor)
distractor interference greater in low-load
perceptual processing = automatic
if target is higher in load, may exhaust perceptual capacity so less distractor processing occurs
low load = late selection (only portion of capacity is used, causing spare to process distractors)
high load = early selection (difficult = all capacity used to process)
feature integration theory, simple features in parallel, attention to bind features together AND studies
feature integration
not effective for oriented elements which make a shape
spotlight model of attention
special role allocated to location (Tsal & Lavie)
does not take grouping processes sufficiently into account (Duncan and Humpreys)
neglect: extinction, processing of neglected info
reaction times to stimuli on non neglected side can be influenced by neglected stimuli on the contralesional (left) side
left extinction: detect single event, regardless of where it appears
when two events shown at the same time, patient will miss the contralesional event they usually could detect, focusing only on the right event
attention biased to the right
losses of awareness for single features; greater in cnojunction tasks than in feature detection tasks
attention modulates (alters) sensory neural responses
sensory responses to external stimuli → modulated by animal’s attentional state
substantial effects of selective attention on sensory neural response could be obtained at many brain sites
main principles:
selective attention can modulate perceptual coding from early processing
most cellular evidence shows attenuation
visuospatial neglect/extinction (disengage deficit, unbalanced competition between hemispheres)
spatial vs object centered neglect
Balint’s syndrome
change blindness, inattentional blindness (plus studies), link between attention and awareness