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Long-term learning vs. short-term performance
Long term learning is improvement that lasts, short-term performance is immediate improvement from practice
Simon & Bjork key press experiment
Participants learned key press patterns corresponding to letters
Blocking: there were less errors at first and more a week later
Interleaving: more errors at first but less long-term
Desirable difficulties
Harder at first, makes long term learning better
Intuitions about what study strategies will be most effective are often wrong
We often think that blocking will be better because it is for short term performance, but interleaving is better for long-term learning
Highlighting/underlining
Low effectiveness
It restricts attention to highlighted details which are not necessarily correct
It makes it harder to distinguish core ideas
Fowler & Barker study & results (highlighting)
Participants read a highlighted reading, unhighlighted reading, or highlighted their own reading and answered questions
All conditions yielded same result
Peterson study & results (underlining)
Participants underlined article and studied underlined version, underlined article and studied clean version, or did not underline and studied clean version and answered questions
All groups were the same for factual questions
Underlining and studying underlined was worse for inference questions
Rereading
Low effectiveness
Doesn’t improve comprehension
Doesn’t help to reread a second or third time
Mistaken mastery (ability to recognize may mask inability to recall)
Rothkopf study & results (rereading)
Participants read an article for the first time, second time, third time, or fourth time and were asked to fill key words in
There is an advantage in rereading once but not again after that
Generating explanations
Medium effectiveness
You process information more deeply so it is easier to retrieve
Pressley study & results (generating explanations)
Participants were asked to remember sentences after either no explanation, being provided with an explanation as to why the sentence was true, or being asked to come up with their own explanation
They were better at remembering when asked to generate their own explanations
Interleaving
Medium effectiveness
Learning things from multiple different topics and practicing mixed together
Rohrer & Taylor study & results (interleaving)
Learning a bunch of math formulas at once and then practicing interleaved produced worse results initially but better on the test
Distributed practice/spacing
High effectiveness
Spreading studying out
Bahrick study & results (distributed practice)
Participants either took 6 Spanish sessions in one day, each week, or each month
All in one day improved short-term performance (immediate test after last session)
30 days later, 30-day spaced improved long-term performance
Testing
High effectiveness
You are practicing retrieval, getting info out not just in
Quizzed by a friend, flashcards, Cornell notes
Butler study & results (testing)
All participants studied material, one group was given a test on ½ of it and the other group restudied ½ of it, then they took a test on all of it
The practice test group did better on all types of questions
Bjork’s study of interleaving in learning how to recognize artistic styles
Participants learned the styles of 12 artists better when interleaving a certain artist’s paintings among others’ than if they were presented the all of the one artist’s paintings
Varying the conditions of practice (Bjork and Bjork reading)
Varying environmental setting, studying in two different places for a test improves performance
Children who practiced throwing beanbags at different distances performed better at one distance than those that had only practiced at that single distance
Generation effects (Bjork and Bjork reading)
The long-term benefit of generating an answer, solution, or procedure vs. being given it
Repeated testing vs. repeated study (Bjork and Bjork reading)
Repeated studying is better in the short-term but repeated testing is better in the long-term (like interleaving, spacing, etc.)
Metacognitive benefits of tests (Bjork and Bjork reading)
Identifying whether information has or has not been understood and/or learned is possible with a test, is not possible with rereading
Strategies to optimize learning
Starting the semester: organize your time, buy/rent your books before the course, find a quiet place to study
Preparing for each class: answer questions before you read, generate your own questions, read, recite, and review
During class: attend all lectures, no laptop, write notes instead of typing, preread slides
After class: review what you learned
Preparing for tests: study each subject a little bit every day, quiz yourself
Introspectionism (structuralism) & problems
Looking inside ones own mind (Wundt and Titchener)
Wundt: focused on sensation and self-observation, thought of grass as green spikey stuff
Titchener: recorded 42k sensations and categorized them
Problems: difficult to verify, private information, does not solve the black box problem
Behaviorism & problems
Stimulus → response, ignore the black box of the mind
A response to introspectionism
Pavlov: dogs associated him with food and started salivating (classical conditioning)
Watson: said there’s nothing in the black box anyway and you just talk to yourself (extreme behaviorist)
Skinner: rats and
Cognitivism & computational view of mind
Infer what’s going on in the black box
Stimulus → brain as computer → response
Mind processes information like a computer, machine of meat with emotions
Can test what goes on in the brain with similar computer program
Main effects and interactions (interpreting on graphs)
Main effect: one variable effects another (anything other than a straight line) → if there are multiple non-horizontal lines, there is more than one main effect
Interaction: the amount one independent variable effects the dependent variable depends on a second independent variable (the lines are not parallel)
No interaction: the lines are parallel, one independent variable does not affect the other
Mental chronometry
The study of the time it takes to complete mental processes, powerful way to figure out what’s going on inside the black box
Information processing
Happens in stages, stimulus → processing → still processing → response, each stage receives info, transformation the info, and sends it to the next stage
Simple vs. choice reaction time
Simple: the time it takes to detect a stimulus
ex. press button when you see red or green rectangle
Choice: the time it takes to detect a stimulus and decide which of two it is
ex. press right if you see a red rectangle and left if you see a green rectangle
Donder’s subtraction method & problems
Detection + decision (choice) - detection (simple) = decision time
Problems: assumption of pure insertion (adding one stage might impact the time the other takes), assumption of additivity (if stages happen together this would underestimate decision time), assumes you know what the stages are (probably don’t)
Problem with confirming evidence
Hypothesis is never proven, only disproven by eliminating alternative explanations
Huppert & Piercy amnesia experiments
Participants with and without amnesia studied pictures, waited 20 mins, and recognized if they were new or old
Explanation for their worse accuracy could be encoding, storage, or retrieval
Researchers got accuracy to 80% for both initially, now accuracy was the same = falsified storage, storage must NOT be the problem
Functionalism
What do people do AND why, actively engaged in sensation rather than passive (different from structuralism)
Pragmatism
What can we do with our knowledge of what people do?
James: wrote Principles of Psychology, consciousness enables people to adapt to the environment and give them choices for operating
Dewey: educational psychologist, emphasized motivation in education, should learn by experimentation (doing) rather than just being told things
Perception
The means by which info coming in from the environment through the sense organs is transformed into objects, people, etc.
Distal stimulus
The object at a distance in the environment
Proximal stimulus
The pattern made on your sensory organs by the distal stimulus
Percept/representation
Your mental representation of the distal stimulus
Lack of correpondence
When perception does not match the distal stimulus (illusion)
Paradoxical correspondence
When proximal stimulus does not match the distal stimulus but the percept does (moving objects we know are constant)
Perceptual constancies
Our perceptions of an object’s features remain constant even when the proximal stimulus changes (size, color, and shape)
Direct perception
The environment provides cues and our brains
Pre-wired to pick up cues, we don’t have to know a lot
Stimulus information is almost always unambiguous
Bottom-up only
Constructivist theory
Perception uses data from the world and our prior knowledge and expectations
Bottom-up and top-down
Bottom-up processing
Processing driven by external stimulus rather than internal knowledge
Top-down processing
Processing driven by knowledge and expectations as well
Paradoxical correspondence of depth perception
Depth cues help the visual system recover 3D
Monocular vs. binocular depth cues
Linear perspective (M)
Shape (M)
Relative size (M)
Interposition (M)
Shadows (M)
Retinal disparity (B) closer things are displaced more when switching one eye to the other
Accommodation (M)
Convergence (B) eyes cross when object is closest to fous
Patient Dr. P’s deficits (Sacks)
Could not recognize familiar faces or facial expressions unless they had very distinct features
Described objects by isolated features without recognizing the whole
Mistook his wife’s head for a fat
No judgment, only hypotheses
Patient Dr. P’s preserved abilities (Sacks)
Visual acuity and identification of abstract geometric shapes
Recognition through voice, smell, and object use
Music and schematic visualization, such as mental chess or singing to keep on track with routine
Agnosia
Impaired visual recognition despite adequate vision
Dr. P’s relationship to dorsal/ventral distinction (Sacks)
Dr. P had damage in the what/ventral pathway
Retina
Layer in the back of the eye where light goes
Includes ganglion cells, then bipolar cell layer, then photoreceptor layer
Light goes to photoreceptors in the back, neural signals start there and go forward through bipolar and ganglion and through optic nerve to brain
Rods & cones (photoreceptors)
Back of retina, fire when light hits them
Rods = brightness (in periphery)
Cones = color (focus in fovea)
Ganglion cells
Neurons, the output cells of the retina
Neuron
Dendrites: input processes
Soma: cell body
Axon: output processes (punch through optic nerve to brain)
Resting potential vs. action potential
Potential = difference in charge inside vs. outside axon (resting ~-70 and action ~0)
Threshold: reaches action potential at certain charge
All or none: either reaches action potential and fires or does not
Propagation: ion pumping propagates action potential down axon
Refractory period: short period after firing before neuron can fire again
Neurotransmitters
Chemicals sent across small gaps (synapses) between cells that excite or inhibit the next neuron
Electrochemical transmission
Electrical: action potential travels within cells
Chemical: neurotransmitter travels between cells
Summation
If the combined effect of excitatory > inhibitory and raises neuron above threshold, neuron fires
Receptive field
Where the neuron responds to within vision, what causes a cell to fire and where?
Firing rate
High with excitation, low with inhibition, medium at baseline/no response (when light is outside of receptive field)
Center-surround
On-center, off-surround: neuron excited by stimulus inside center of receptive field and inhibited by stimulus on the edges
Off-center, on-surround: neuron excited by stimulus on the edges of receptive field and inhibited by stimulus in the center
Point detection, edge detection, etc.
M-cells/P-cells
Ganglion cells that go to either the magnocellular or parvocellular layer in the LGN
Magnocellular/parvocellular layers
Live inside the LGN
Magno: larger cells and receptive field, transient response (only to movement), movement/location = where
Parvo: smaller cells and receptive field, sustained response (the whole time stimulus is present), patterns/color/form = what
Thalamus
LGN is in the thalamus, the thalamus is the sensory filter of the brain in the center
Lateral geniculate nucleus
Where visual info goes ganglion cells in the brain, contains the magnocellular and parvocellular layers
Cerebral cortex and lobes
Frontal lobe (front), parietal lobe (top), occipital lobe (back), temporal lobe (bottom)
Primary visual cortex
In the occipital lobe (back of brain), where visual info goes after the LGN
Simple/complex/hypercomplex cells
Cells in the primary visual cortex
Simple: respond to oriented bar at a particular retinal position
Complex cells: respond to edges and movement in an oriented bar at a particular retinal position
Hypercomplex cells: respond to specific configurations such as corners and gaps at a particular retinal position
What/where
Ventral stream goes down to the temporal lobe = what
Dorsal stream goes up to the parietal lobe = where
PET scanning
Way to measure active areas of brain by injecting person with radioactive tracer
Mental activity → neural activity → blood flow → radioactive tracer → more positrons emitted in active area
Kohler experiment
Participants were presented with either a spatial task (are objects in the same/different location?) or object task (are objects the same/different?), corresponding lobes were activated according to PET results
Population coding
There is no grandmother cells, patterns of activation across a population are what allow for recognition
Patient A.H. (McCloskey)
Modality-specific localization impairment: cannot localize objects in the left/right or up/down direction, flips things across both axes, only in vision and not in hearing
Impaired in tasks even without movement and was not bad eye control
Suggests that location and direction are separate from other visual aspects
Identification vs. localization (McCloskey)
Identification and location are processed separately, AH could get identity right
Visual experience is indirect (McCloskey)
Location is processed separately from direction
Perception is constructive of multiple different aspects of visual experience separately
Patient AH relationship to dorsal/ventral distinction (McCloskey)
He has a deficit in the dorsal/where pathway but the ventral/what pathway is undisturbed
Pattern recognition
Distal stimulus → percept → match to representation in memory
Template theory
Matching: match the percept to a template in memory
Problems: transformation (moving objects have changing proximal stimulus) and obstructed objects (proximal stimulus only represents part of object but we perceive all)
Feature theory
The visual system decomposes scenes into primitive features
Evidence: physiology (neurons respond to specific orientations/locations), stabilized retinal images (eyes shake, when pic moves with eye, features disappear), visual search (finding things with similar features is more difficult than those with different features)
Problems: does not acount for spatial relationships between features
Visual search
Evidence for feature theory, finding one letter among letters with similar features is more difficult than finding a letter among letters with very different features
Pandamonium model
Feature demons that see individual features excite cognitive demons which correspond to letters, decision demons choose the cognitive demons that are most excited
Caricatures
People can recognize them faster because they exaggerate features, evidence for feature theory
Structural descriptions
Models that support that features and their spatial arrangements combine to create visual perception (RBC theory)
RBC theory
36 geons make up most things with their specific spatial relationships and non-accidental properties
Evidence: partial non-accidental features make recognition harder, object complexity makes objects easier to recognize (maybe memory is complex like geons are), unusual orientation makes objects hard to recognize because non-accidental properties are obscured
Problems: faces are similar but we are great at telling them apart, still only bottom-up, no brain evidence for it
Geons
36 of these 3D shapes make up everything
Non-accidental properties
Properties that are not an accident of viewpoint, like straight edges, curved edges, parallel lines, symmetric shapes, and cotermination
Geons are recognized this way
Signal detection theory
Signal: a beep
Noise: white noise
Hit: detect beep when there was a beep
Miss: do not detect beep when there was a beep
Correct rejection: do not detect beep when there was not a beep
False alarm: detect beep when there was not a beep
Sensitivity
How easy or difficult the signal is to detect (depends on differentiation from the noise and also strength of the person’s sense)
Bias
Your tendency to say “yes” or “no”
Bias/payoff effects
Adding incentive for hit: biases the person toward yes, accuracy is the same but more hits
Adding incentive for correct rejection: biases the person toward no, accuracy is the same but more correct rejections
Bias is separate from sensitivity, sensitivity isn’t changing because accuracy isn’t but the person is answering differently
Context effects
How the surrounding environment impacts perception (subjective contours/ambiguous letters)
Subjective contours
The context of other make contours appear that aren’t really there (triangle illusion)
13 appears as 13 between numbers and B between letters
Word superiority effect
People are better at recognizing a letter as part of a word than by itself after being presented with the word/letter for a short amount of time
Psuedo-word superiority effect
Subjects are better at recognizing a letter as part of a non-words than letters only if they are pronounceable
Interactive activation model
Features inhibit/excite letters which inhibit/excite words (bottom-up), but words inhibit or excite letters too (top-down), which explains the word superiority effect
Smith & Kosslyn (pattern recognition) reading
Bottom-up: template-matching models, feature-matching models, RBC model
Top-down: interactive activation model
Stroop task
Speed of reading colors while black/naming colors is fast, while selectively attending to color while words are different is much longer because reading is an automated process that is difficult to suppress
Focused vs. divided attention
Focused: multiple channels in, focused on just one of them
Divided: multiple channels in, focused on multiple (ex. driving + talking)
Dichotic listening
Hearing two different messages, one in each ear, and repeating one (shadowing) back