Title: Introduction to Cognitive Science
1Introduction to Cognitive Science Thomas R.
Shaffer Ph.D.
2What is Cognitive Science
- Cognitivism refers to the belief that human
behavior can be understood if we understand how
people think - Cognitive Science concerns the study of internal
mental processes. That is Cognitive psychologists
study how people perceive, learn, remember,
learn, and think - Cognitive Science is a perspective that one uses
to approach the study of Psychology (e.g.
behavioral, psychodynamic, social). - Although Cognitive Science is a unified field
(unlike psychology itself) it draws on many other
fields including neuroscience, computer science,
linguistics, anthropology, and philosophy. - In addition Cognitive Science interacts with
other fields within psychology, such as
psychobiology, developmental psychology, social
psychology, and clinical psychology. - Most importantly Human cognition has evolved over
time as a means of adapting to our environment,
we call this ability to adapt to the environment,
intelligence
3What is Cognitive Science
- Although the field primarily concerns the study
of human mental processes, much can be learned
from comparative cognition or the study of
behavioral linguistic processes in animals. - Cognitive science is not constrained by age, and
a great deal of research in the field concerns
developmental cognition, or how the thought
processes change throughout the life span. - An understanding of the normal operations of the
mind is enhanced by observations of mental
dysfunction, thus Cognitive Science relies
heavily on observations gained from clinical
populations. - Clearly Cognitive Science is a field that draws
from a large number of related disciplines.
4What is Cognitive Science
- Some traditional areas of study for Cognitive
Psychologists - Perceptual processes
- Attention
- Memory
- Knowledge Acquisition Comprehension
- Language
- Reasoning Problem Solving
- Emotion
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9What do you see?
10Philosophy and the History of Cognitive Science
11Early Influences on Cognitive Science
- Philosophers have been interested in mental
experiences for thousands of years. The argument
which continues to prevails today among
psychologists about sensory experiences being
direct or indirect, was first considered by some
of the most famous philosophers in history - The Greek philosophers Socrates his student
Plato felt that sensory experiences were
imperfect representations of reality, that is,
our sensations are unstable and do not reflect
actual reality (e.g. the allegory of the cave). - In Contrast, Platos student, the philosopher
Aristotle felt careful observation and logical
deduction and inductive reasoning could allow one
to gain an accurate representation of the world. - Aristotle wrote extensively about memory, and is
the first philosopher to take an inductive
observational approach to his work, he describes
memory as resulting from 3 concepts 1) similarity
2) Contrast, and 3) continuity (e.g. things are
linked together in memory by there relative
difference or similarity and because they occur
together in space and time). - The mind for Aristotle was furnished by
experience, a position similar to that of John
Locke who centuries later described the mind as a
blank slate or Tabla Rasta.
12The intellectual Spirit of the 17th
Century-Mechanism
- Mechanism-The doctrine that natural processes are
mechanically determined and capable of
explanation by the laws of physics chemistry - Mechanism had its origins in physics chemistry
(e.g. natural philosophy) - All matter in the universe was made up of atoms
that were in constant motion. - Because motion was based on the law of physics,
and all motion was subject to measurement, every
physical effect in the Universe should be
predictable. - Once scientists understood the laws by which the
world functioned, then the future should be
predictable - Scientists attributed everything in the Universe
to God and since God was perfection, the Universe
was an orderly place.
13Rationalism vs. EmpiricismTwo methods of
attempting to understand human functioning in a
mechanistic world.
- Rationalism understanding the world through
introspection (Plato, cs. 428-348 B.C. René
Descartes, 1596-1613) - Empiricism understanding the world through
observation (Aristotle, 384-322 B.C. John Locke,
1632-1704)
14Rene Descartes (1596-1650)
- Descartes most important contribution to modern
psychology is his attempt to resolve the mind
body problem. That is are the mental world and
the material world distinct from each other. - Prior to Descartes the Mind was assumed To
control the body, the interaction flowed in one
direction only. - Descartes redefined this theory and proposed that
the interaction between mind body is a mutual
interaction, with each exerting an influence on
the other. - As Descartes was an influential philosopher this
led directly to scientists and philosophers
beginning to reexamine the physical body. For
Descartes, the mind had only one function,
thought. - This focus on the physical-psychological duality
redirected the focus of scholars from the
abstract concept of the soul to the scientific
study of the mind and mental processes.
15Rene Descartes (1596-1650)
- Descartes proposed that because the body is
proposed of physical matter it possessed the
characteristics that all matter has and is
responsive to the laws of physics
mechanics.Therefore the body is like a machine
(e.g. e.g. mechanism) - Descartes also noted that many of the bodys
movements were involuntary (e.g. the automatons)
and this led directly to his idea of indulatio
reflexa. - Indulatio reflexa is the movement of the body not
supervised or determined by conscious will to
move. - Thus Descartes is often referred to as the first
author of the theory of reflex action (S-R
psychology).
Descartes revolutionary idea is that the mind and
body, although distinct, are capable of
interaction within the human organism.
16Rene Descartes (1596-1650)
- Descartes proposed that the mind as opposed to
the body was inmaterial, and unitary (that is
occurred at just one point). - Thus a mind body point of interaction was
necessary (a physical point) - Descartes proposed that this occurred in the
conarium, or pineal gland. - A quantity of physical motion (animal spirits)
produced a mental quantity (e.g. a sensation).
This could also occur in reverse and the point of
transfer was the conarium. - The doctrine of derived ideas was descartes split
thoughts into two forms, derived ideas (direct
application of an external stimulus) and innate
ideas (not produced by external ideas but arising
from the mind or consciousness. - Among the inate ideas Descartes described were
god, the self, perfection, and the infinity.
17Rationalism vs. EmpiricismTwo methods of
attempting to understand human functioning in a
mechanistic world.
- Rationalism understanding the world through
introspection (Plato, cs. 428-348 B.C. René
Descartes, 1596-1613) - Empiricism understanding the world through
obervation (Aristotle, 384-322 B.C. John Locke,
1632-1704)
18The Empiricists
- During the years after the renaissance several
advances were made in philosophy that ultimately
laid the conceptual foundations for Psychology - the early empiricists emphasized (Hobbes, Locke,
Berkely) the effects of experience and
environment on a passive mind, the beginnings of
the nature/nurture argument that we still discuss
today - The later empiricists (Hume, Hartely, and James
John Mill, emphasized the role of the active
mind in the formation of associations, which
predated the interest of Psychologists in
learning memory. - The empiricists felt that in the tradition of
Aristotle, that in order to understand the mind
it was appropriate to focus on the study of
nature and external reality. - The empiricists rejected the idea altogether of
innate ideas
19John Locke (1632-1704)
- Locke is credited with conceiving the concept of
the mind as a Tabula Rasa, or blank page, without
innate ideas. - Locke However did believed in a dualism of mind
and body and ascribed some cognitive powers to
the mind. - Locke wrote in Essays about knowledge from the
environment coming in from the senses and then
being structured and rearranged by reflective
processes (a very contemporary view of
perception) - He also distinguished between types of
information available from the environment.
Primary Attributes were those that could be
directly linked to Physics, (e.g. awareness of
mass, motion, and numbers) - Secondary attributes were those that were
dependant on the interpretation of the organism
(e.g. taste, smell, sound) things that the
physics of Newton and Galileo had demonstrated
were unchanging constant, but that were
perceived differently by individual people
20John Locke (1632-1704)
- Locke also speculated on the differences between
types of ideas - Simple attributes (or ideas) included simple
sensations that were below conscious awareness - Complex Attributes (or ideas) were made up of
simple attributes that were bound together by
"attractive forces" and allowed for conscious
awareness of objects or people. - both the concept of simple and complex ideas, and
the concept of primary and secondary attributes
are believed to be be an attempt to bring
Neutonian gravitational hypothesis into
speculation about human consciousness.
21Sensory Physiology and the History of Cognitive
Science
22Sensory Physiology and the History of Cognitive
Science Herman Von HelmHoltz (1821-1894)
- Progress in sensory physiology was led by perhaps
the greatest of the 19th Century Physiologists,
Herman Von HelmHoltz. - HelmHoltz received his medical degree in 1842 and
accepted a professorship in 1849 at the
University of Konigsberg. - He is known as one of the most brilliant
contributors of all time in physiological optics
physiology. - He was also a brilliant designer and mechanical
engineer , who invented among other things the
ophthalmoscope, a device still used by
opthamologists to examine the retina, and the
myograph, which measures the muscular
contractions.
23Herman Von HelmHoltz (1821-1894)
- HelmHoltz is best remembered for his measurement
of the speed of the neural impulse. - Using the myograph, and electrically stimulating
the nerve in the leg of a frog, Helmholtz
measured the latency, nature, and duration of the
neural impulse. - He calculated the speed of the neural impulse at
43 meters per second or 90 feet per second. - Following these experiments he trained humans to
press a button when a stimulus was applied to
their legs, and determined that reaction times
were longer for appendages that were further away.
The HelmHoltz Motor Above HelmHoltz Resonators
below
24Herman Von HelmHoltz (1821-1894)
- Helmholtz was also able to answer questions
concerning the physiology of the impulse (e.g.
was it exclusively electrical or chemical) and do
different nerves conduct at different speeds. - Helmholtz also formulated an early theory of
color vision, by investigating the physiology of
the muscles of the eye. - The theory of color vision is now known as the
Young-Helmholtz theory. - He also formulated a theory of audition,
specifically the perception of tones and harmony,
and the problem of resonance. - His work is considered a triumph of 19th century
science.
The HelmHoltz Motor Above HelmHoltz Resonators
below
25Ernst Weber (1795-1878)
- Weber was the first of the two individuals who
investigated the psychological response to
physical stimuli. - He is remembered for influencing a generation of
investigators through his application of
experimental physiology to problems in
psychology. - Weber earned his doctorate at the University of
Leipzig in Physiology in 1815, and taught at the
same institution from1817-1871. - Weber was primarily interested in the physiology
of the sense organs. - Although almost all sensory research to that
point had been conducted on the senses of vision
hearing, Weber extended his research to
cutaneous (skin) senses and muscular sensations.
26Ernst Weber (1795-1878) The Two Point Threshold
- One of Webers most important contributions was
the investigation of the two point threshold. - Weber noticed that two tactile stimuli are not
always perceived as different, when very close
they are often perceived as one stimulation
point. - The two point discrimination concerns the amount
of distance necessary, between two points that
touch the skin, before subjects discern a
difference between the two sensations. - The two point discrimination threshold is
different on different areas of the body, Weber
measured this difference as .22 Centimeters on
the finger tips, and as 4.06 centimeters on the
back. - While we now know that this is due to differences
in numbers of tactile receptors in different
areas of the body, to Weber it indicated that
there is not a simple 1 to 1 relationship between
the physical characteristics of stimuli and the
sensations they produce. - This was a major step in measuring a
psychological variable!
27Ernst Weber (1795-1878)
- Weber continued to develop the concept of the
sensory thresholds using weights. Subjects were
asked to discriminate between a comparison weight
and a test weight both when touching than and
when lifting them. - Smaller differences in the threshold were noticed
when lifting the weights which allowed Weber to
speculate that increased sensations from the
muscles contributed to the smaller threshold. - These experiments and the similar experiments
that Weber conducted with the other senses let to
the development of psychologys first
quantitative law, the Just Noticeable Difference. - The JND is defined as the minimum amount of
increase in a stimulus necessary before a change
is noticed
28Just Noticeable Difference (JND) Ratios
- Webers research demonstrated that there is not a
direct correspondence between a physical stimulus
and our perception it. - His research provided a method for investigating
body mind - He successfully applied the experimental method
to the investigation of psychological processes,
although it should be noted that he was
interested only in the physiology of his
experiments. - He significantly influenced investigators that
followed him and his influence can be found in
almost every aspect of Psychology today
Vision (brightness) 1/60 Weights 1/40 Temperature
1/30 Skin Pressure 1/17 Smell 1/4 Taste
(salt) 1/3
29Gustav Fechner (1801-1887) The Birth of
Psychophysics
- Gustav T. Fechner founded the discipline of
Psychophysics, which studies the relationship
between physical stimuli and our sensory
experiences. - He was interested in physics and mathematics and
moved away from medicine to study the
relationship between sensory experiences
physiological experiences. He began lecturing in
physics in 1824, and by 1830 had begun to
investigate the problems of sensations. - In 1850 Fechner proposed a mathematical theory of
the relationship between physical energy and
psychological experience which stated that the
two experiences are related by a logarithmic
relationship.
30Gustav Fechner (1801-1887)
- Weber had noticed that while very weak stimuli
were not always sensed, intense ones nearly
always were. - Between these two intensities was a Limen, or
threshold, at which tactile stimuli are first
perceived. - Fechner extended this concept to other senses,
and systemitized the concept of the absolute
threshold. - The absolute threshold is different for
different people, and may change even for the
same individual over time. A psychological
variable!
Absolute threshold the minimum amount of
stimuli that can be detected 50 of the time
31Psychophysics
- Fechners work (in combination with Weber's work)
demonstrated that the experiences of the mind
could be measured scientifically (The philosopher
Auguste Comte stated in 1842 that the human mind
can study any phenomenon except its own - Fechners book, Elements of Psychophysics, is on
of the outstanding original contributions to
psychology and significantly influenced both
Wilhelm Wundt, and Herman Ebbinghaus
32Three Early Dialectics in the Psychology of
Cognition-Structuralism
- Structuralism structures of the mind can be
revealed through introspection (Wilhelm Wundt,
1932-1920) - Functionalism a pragmatic approach that sought
to determine why people do what they do (William
James, 1842-1910 John Dewey, 1859-1952) - Associationism examined how events or ideas
become associated with one another (Hermann
Ebbinghaus, 1850-1909 Edward Lee Thorndike,
1874-1949)
33Structuralism
- Structuralism was a system of psychology that
focused on the composition of the mind, that is
its mental elements or structures. - Structuralism was a system of psychology that
focused on the composition of the mind, that is
its mental elements or structures. - Structuralism Began in Germany with Wilhelm Wundt
but obtained a prominence in the United States,
primarily due to Bradford Titchener, that lasted
approximately 2 decades, until overthrown by
newer movements.
34Wilhelm Wundt (1832-1920)
- In 1879, Wundt asked for, and received,
permission and funding, to start a small
laboratory. - Although the laboratory was not officially
recognized and listed in the catalog until 1883
it marks the first time a laboratory was
dedicated to the study of Psychology - In 1881, two years after the founding of his
laboratory at Leipzig, he started the first
journal devoted to Psychology, Philosophical
studies.
35Wundt The History of Cognitive Science
- Wundt attempts to build on the work of Fechner
Weber and describe the qualities of perception - Wundt founds a school of Psychology known as
Structuralism and pioneers the use of analytical
introspection as a method of measuring the
qualities of sensations. - Structuralism attempts to break down sensations
into there individual components but this
technique of introspection comes under heavy
criticism because of its subjectivity and the
difficulty of replicating introspective
experiences - Wundts laboratory is very much in the
traditional of strict experimental control but
his theories of the mind become quite
controversial. - Wundt believes that mental operations produce
products that are not just the sum of separate
elements. Conscious mental processes emerge from
psychological processes. E.G. Psychological
processes cause the conscious experience.
Wilhelm Wundt 1832-1920
Wundt establishes the first research laboratory
in Psychology At the University of Leipzig in
1879.
36Wundt and Associates at Work
- Wundt began to attract a wide number of
individuals from around the world to study with
him. He was a popular lecturer and classes at
Leipzig sometimes were as large as 600 students. - This success meant that he began to attract
brilliant scholars and students from around the
world to study with him including several
Americans. - These individuals returned to the United States
and formed laboratories of thee own. This meant
that the Leipzig laboratory exerted an enormous
influence on the development of modern Psychology
37E. Bradford Titchener (1867-1927)
- Structuralism is a term that until relatively
recently was applied to the system developed by
Wilhelm Wundt. - Structuralism is the term used by Bradford
Titchener, a student of Wundts to describe his
system of psychology. - Since Titchener claimed to have faithfully
brought Wundtian psychology to the United States
with him, it actually took historians many years
to notice that Titchener had significantly
changed and modified the focus of Wundts
Psychology. - The discrepancy occurred primarily because
Titchener was responsible for translating most of
Wundts books from German into English. - Structuralism in now used primarily to refer to
the Work of Titchener while Voluntarism is used
to refer to the work of Wundt.
38E. Bradford Titchener (1867-1927)
- Titchener was an Englishman, who initially
attended Malvern College and Oxford University
where he studied philosophy and physiology - Early on he became interested in Psychology, and
as he was unable to study the subject at Oxford,
he traveled to Leipzig and studied with Wilhelm
Wundt. He received his doctorate in Psychology
from Leipzig in 1892. - From Leipzig Titchener moved on to Cornell
University in the United States where he took
over the experimental laboratory at that
university from Frank Angell. He remained at
Cornell for the next 35 years until his death at
the age of 60. - In addition to translating Wundts books into
English, Titchener also wrote several famous
texts in psychology, including, An Outline of
Psychology (1896) and a 4 volume set entitled
Experimental Psychology A Manual of Laboratory
Practice. These last 4 Books were to become
classics in the field and were translated into
numerous languages.
39The Titchener System
- Titchener was only concerned with consciousness,
and only with the generalized mind, not with
individual minds. This meant that he rejected as
a measurement error any report of individual
errors - The main research method in Titcheners laboratory
(as in Wundts) was introspection, and Titchener
would only allow those who had been extensively
trained in introspection to perform experimental
introspections. - Titchener often drilled his students in what he
referred to as hard introspection labor. In
fact observers often had to perform over 10,000
introspections under the watchful eye of
Titchener before their data would be excepted as
accurate. Titchener always had the final say on
what was a correct introspection. - These methods were described extensively in
Titcheners 4 volume Experimental Psychology A
Manual of Laboratory Practice, published from
1901-1905. - For many psychologists, including John Watson and
Oswald Kulpe, these manuals were there first
exposure to the rigid experimentalism of Wundt
and Titchener. - However, even though the books gave explicit
instructions on how to conduct introspections of
consciousness, in keeping with Titcheners believe
that psychology should only study consciousness,
they included no mention of subjects like
learning, memory, motivation, emotion,
developmental or clinical psychology
40Early Dialectics in the Psychology of
Cognition-Functionalism
- Structuralism structures of the mind can be
revealed through introspection (Wilhelm Wundt,
1932-1920) - Functionalism a pragmatic approach that sought
to determine why people do what they do (William
James, 1842-1910 John Dewey, 1859-1952) - Associationism examined how events or ideas
become associated with one another (Hermann
Ebbinghaus, 1850-1909 Edward Lee Thorndike,
1874-1949)
41Early Dialectics in the Psychology of
Cognition-Associationism
- Structuralism structures of the mind can be
revealed through introspection (Wilhelm Wundt,
1932-1920) - Functionalism a pragmatic approach that sought
to determine why people do what they do (William
James, 1842-1910 John Dewey, 1859-1952) - Associationism examined how events or ideas
become associated with one another (Hermann
Ebbinghaus, 1850-1909 Edward Lee Thorndike,
1874-1949)
42The Associationism of Ebbinghaus
- Ebbinghaus, a prominent researcher at the
University of Berlin, first examined the
relationship between the amount of material to be
learned and the time and effort required to learn
it. - To do this he read out loud lists of nonsense
syllables and repeated them back, all in time to
a metronome. He recorded the amount of
repetitions necessary before he could repeat them
back perfectly. - Ebbinghaus also assessed the effects of different
amounts of learning on memory. He used different
lists, each with 16 nonsense syllables, and
varied the repetitions of each. All were then
relearned 24 hours later. - The relationship were clear, as the original
number of repetitions increased, the time
necessary to relearn them 24 hours later
decreases.
43Herman Ebbinghaus (1850-1909)
- In his best known experiment, Ebbinghaus measured
forgetting by memorizing lists of nonsense
syllables and recording the rate at which he
forgot them. - The Ebbinghaus forgetting curves are now
classics in the field of memory research, and in
many ways set the trend of the study of memory
for years to come. - Ebbinghaus was also a mathematical and
statistical expert, he introduced the concept of
mean and variability. - He also investigated additional concepts in
memory including active vs. passive learning, the
effects of spaced vs. massed information, the
effects of parts vs. a whole percept, and the
effects of sleep on learning (sleep slows
forgetting) - In perspective Ebbinghaus was an innovator and a
pioneer who had an immense influence on
experimental research in Psychology.
44Edward Lee Thorndike (1874-1949)
- Edward Thorndike was a tremendously productive
and influential psychologist. - Thorndike was one of the most important early
theorists in animal learning, educational
psychology, and behavioral psychology. His
dissertation on animal learning was one of the
most cited papers in American Psychology at the
time - Thorndike developed his law of effect in 1898,
several years earlier than Ivan Pavlov proposed
his laws of reinforcement. - Although the theories are almost identical the
two individuals were not aware of each other for
many years to come.
45The Law of Effect
- Thorndike referred to his approach to learning as
connectionism, he hypothesized that an organism
learned about connections between situations and
types of responses. - He is one of the first to hypothesize that if
all of these (responses situational variables)
could be analyzed man could be told what would
and would not satisfy him and annoy him in every
conceivable situation. - The law of effect refers to stamping in or
stamping out a response tendency by attaching
favorable or unfavorable consequences. - By definition the law of effect states any act
which in a given situation produces satisfaction
becomes associated with that situation, and when
the situation reoccurs the act is more likely to
reoccur than before.
46Behaviorism
- An extreme version of associationism that focuses
entirely on the association between the
environment and observable behavior (Ivan Pavlov,
1849-1936 John Watson, 1978-1958 B.F. Skinner,
1904-1990)
47Gestalt Psychology
- An anti-behavioral movement that focused upon
organized, structured wholes (Köhler, 1927, 1940
Wertheimer, 1945, 1959)
48Gestalt Psychology
- During the first decade of the twentieth century
, Gestalt psychology provided a major alternative
and challenge to structuralism, functionalism,
and behaviorism. - By 1912 John Watson was beginning to attack the
doctrine of voluntarism structuralism as well
as the functionalist movement. Animal research
was coming from the laboratories of Pavlov and
Thorndike, and the Psychoanalysis movement of
Sigmund Freud was 10 years old. - At approximately the same time the behaviorist
revolution was gathering strength in America, the
Gestalt movement was redefining Psychology in
Germany. - Much of the Gestalt movement was in response to
the static voluntarism of Wundt which still
dominated the thinking of German Psychologists. - The three founders of the Gestalt movement, Max
Wertheimer, Kurt Koffka, and Wolfgang Kohler
rebelled against Wundtian Psychology in much the
same way as the American behaviorists
49Gestalt Psychology
- Gestalt is a German word that means shape or
form, and initially the Gestalt psychologists
were interested in perception, However later,
their interests broadened to include learning,
problem solving, and cognition. - The first experiment carried out by the Gestalt
psychologists occurred in 1910. Max Wertheimer,
while on vacation in Germany, noticed the
apparent motion of telephone poles, buildings,
and even mountains when he looked out the window
of the train he was riding on. - Wertheimer, got off the train at Frankfurt and
ended up consulting Professor Friedrich Schumann
of the Psychological Institute at the University
of Frankfurt. Although Schumann could not explain
the apparent motion phenomenon, he encourage
Wertheimer to investigate the phenomenon and
generously offered the use of his laboratory and
equipment. - The meeting with Schumann turned out to be a
fateful one, as Schumann also introduced
Wertheimer to his colleagues at Frankfurt, Kurt
Koffka and Wolfgang Kohler. - Together the triumvirate of Wertheimer, Koffka,
and Kohler would become the leaders of the
Gestalt movement and for the next 20 years would
redefine German psychology
50Gestalt Psychology
- Although the behaviorist and gestalt movements
began at the same time, and both developed in
response to the dissatisfaction with
introspection and voluntarism, they were
fundamentally different ways of thinking about
psychology. - Gestalt psychologists, while they rejected
Wundts Titcheners attempts to reduce
consciousness to its basic elements, did accept
the concept of consciousness. The behaviorists
completely refused to acknowledge the usefulness
of the concept of consciousness for a scientific
psychology. - The hypothesis behind gestalt psychology was that
when sensory elements are combined (e.g. lines
edges, colors) they form a new pattern or
configuration which is something new and did not
exist in any of the original stimuli. - e.g. The whole is different that the sum of its
parts
51Early Antecedents of Cognitive Psychology
- Karl Spencer Lashley (1890-1958) neuroanatomy
- Donald Hebb (1949) cell assemblies
- Engineering and Computation serial vs. parallel
processing
52Key Issues in Cognitive Psychology
- Nature vs. Nurture
- Rationalism vs. Empiricism
- Structures vs. Process
- Domain Generality vs. Domain Specificity
- Validity of Causal Inferences vs. Ecological
Validity - Applied vs. Basic Research
- Biological vs. Behavioral Methods
53Key Themes in Cognitive Psychology
- Theories and empirical data go hand in hand.
- Cognition is adaptive but not all the time.
- Cognitive processes interact with each other and
with non cognitive processes (e.g., biology) - Cognition needs to be studied through multiple
methods. - Basic and applied research go hand in hand.