This document discusses different levels of explanation for understanding the mind and cognition. It distinguishes the cognitive level, which focuses on information processing, from other levels like the biological, psychological, and social levels. It also discusses how cognitive science uses cognitive theories involving concepts like "productions" to describe how the mind processes information. Synaptic changes are described as an example of how the cognitive level relates to the biological level.
2. Cognitive science specializes in a
particular level of explanation: the
cognitive level. In this lecture, we will
describe this level in part by distinguishing
it from the others. However, for all of the
levels described there are problems they
are well-suited for.
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3. “Food taboos for pregnant and lactating
women in Fiji selectively target the most
toxic marine species, effectively reducing a
woman's chances of fish poisoning by 30
per cent during pregnancy and 60 per cent
during breastfeeding ” (Henrich & Henrich,
2010).
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4. An individual might notice that after eating
a certain kind of food, people get sick.
Recall the different kinds of learning from
the previous lecture– what kind of learning
is this?
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5. One cognitive theory is that the mind does what it
does by firing little information processing rules
called “productions.”
IF you are hungry, AND you see a blue fish, THEN
eat it
When something good or bad happens, the
productions used to get to that state of affairs are
made more or less likely to fire in the future
Note that the cognitive level deals with information
and how it is processed.
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6. Synapses are the
spaces between
neurons, where
communication
happens. Synapses
get more efficient with
repeated use. This is
“Hebbian Theory.”
Neurons that fire
together, wire together.
This is how
associations are
learned.
So, if you have some neurons representing the concept of poison, and others
representing the eating of a certain kind of fish, then those neurons will be more
likely to co-activate in the future.
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7. Synaptic changes in taste receptors to
tolerate bitter foods.
Children often vomit when eating some
bitter foods that adults enjoy.
This happens, in part, because of synaptic
changes.
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8. Not a good level of description for learning.
Yet.
Some people believe (e.g., Roger
Penrose) that quantum effects are directly
related to consciousness, but most
cognitive scientists do not take this
position seriously.
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9. If it can successfully make causal
predictions using the ontology of that level.
Ontology: a set of things said to exist
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10. Because they believe that the regularities
found at higher level are or will be
deducible from lower-level regularities.
This is one form of “reductionism.”
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11. Certain group behavior phenomena, such
as a group going on strike, are difficult to
explain with individual psychology.
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12. We need it in addition to the sociological
level because some behaviors are not
heavily influenced by their social context
(e.g., baby face recognition).
We need it in addition to the cognitive level
because we need a place for non-causal,
statistical models (e.g., nutrition influences
IQ).
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13. We need it in addition to the psychological
level because the explanation of certain
behaviors without the language of information
processing is too vague (e.g., how people do
multiplication).
We need it in addition to the biological level
because mental states and processes are
defined functionally, not anatomically. E.g.,
you and I are both happy to be here, even
though our brain states are quite different.
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14. We need it in addition to the cognitive level
because sometimes the biological structure
influences behavior in ways that the
information processing perspective cannot
explain. E.g., number/colour synesthesia
because of co-located gyri.
We need it in addition to the chemical level
because certain brain structures appear to be
used for particular things (e.g., the
hippocampus and short-term memory)
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15. We need it in addition to the biological
level because chemicals can affect
behavior (e.g., drug effects).
We need it in addition to the physical level
because, well, physics doesn’t tell us much
of anything about human behaviour. It’s
important for plenty of other things, though!
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16. Proximate explanation: We eat because it
satisfies our hunger and it foods taste
good.
Ultimate explanation: We eat because we
need nutrition to stay alive.
Sex? Jealousy? Fear of heights? Lashing
out?
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17. Cognitive science prefers descriptions of
information, and how it is represented and
changed.
For example, cognitive scientists have
theorized that individual memories have
“activation levels” that determine how easily
they can be retrieved from memory.
We accept the idea of an activation level if it
helps us predict behaviour. We also like it if
we find some biological basis for it.
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18. Another way to put this is that cognitive
scientists prefer to describe the workings of a
mind at a level so detailed that one could get
a computer to execute the task in the same
way.
The metaphor for cognitive science is not that
the mind is a computer, but a computer
program.
Programs are information processing
instructions, and computers have all kinds of
hardware that has nothing to do with minds or
brains. And the nature of this hardware
changes over time and across computers.
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19. Holds that mental states and processes
are determined by their functional
properties (i.e., what they do) rather than
by their physical properties (i.e., anatomy).
Other people
Other animals
Extra-terrestrials
Computer programs
Distributed Cognitive Systems
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Editor's Notes
Image: Laciniate conch (Sinustrombus sinuatus) - synonym : Strombus sinuatus). Shell length 83 mm.
By George Chernilevsky (Own work) [Public domain], via Wikimedia Commons
Henrich, J., & Henrich, N. (2010). The evolution of cultural adaptations: Fijian food taboos protect against dangerous marine toxins. Proceedings of the Royal Society B: Biological Sciences, 277(1701), 3715-3724.
http://rspb.royalsocietypublishing.org/content/277/1701/3715.short
http://en.wikipedia.org/wiki/Hebbian_theory
Image is in the public domain in the United States because it is a work of the United States Federal Government under the terms of Title 17, Chapter 1, Section 105 of the US Code
For an argument against the idea of the brain being a quantum computer, see:
Litt, A. C. Eliasmith, F. Kroon, S. Weinstein and P. Thagard (2006). Is the brain a quantum computer?Cognitive Science. 30(3): 593-603.
http://watarts.uwaterloo.ca/~celiasmi/Papers/litt%20et%20al.2006.quantum%20brain.cogsci.pdf
For a rebuttal, see:
Hammeroff, S. R. (2007). The brain is both a neurocomputer and a quantum computer. Cognitive Science 31, 1035—1045.
http://www.quantumconsciousness.org/documents/CogScipub.pdf
“e.g.” means “for example” and “i.e.” means “that is.”
Read http://www.scholarpedia.org/article/Teleofunctionalism#Functionalism
i.e. means “that is” and e.g. means “for example.” Know that.