Learning and memory
The following
are bits of writing from many sources such as personal correspondence,
posts to on-line discussion groups, notes, and occasionally even some journaling.
All of this is informal in nature, but contains some interesting and/or
useful information.
Pulling
muscles from a skull?
[Posted to the neuroscience
group on MySpace.com]
>I've heard it put
like this many times: Your brain is a muscle. Use it or lose it.
Yes, but it is important
to note that the types of mental exercises that are effective are very
different than those that develop muscles.
Specifically, when
you want to build your muscles, you to repetitive movements with heavy
objects. By contrast, the mental exercises that seem to be the most useful
are ones in which your brain is constantly challenged by *novel* stimuli,
not rote tasks (in other words, the point "dp" is making above). You want
to constantly be engaged and kept on your toes.
Memorizing lists
of vocabulary words or Latin that you will never use is actually counter-productive.
That knowledge becomes compartmentalized instead of generalized. The broader
a piece of knowledge is applied, the broader (and more plentiful) the physical
connections are in the brain... thus, neurodegenerative diseases have to
break more connections to have as dramatic an effect on cognition.
You have to consider
what is meant by "use" in "use it or lose it" before you go on a mental
workout that might just lead to stagnation.
Learning
[Posted to the neuroscience
group on MySpace.com]
A few more thoughts
on this topic...
Like I said above,
the "use it or lose it" aphorism is ambiguous and misleading. Use what?
And use it how?
The term inactivity
is much better to describe what to avoid. You wouldn't say someone reading
a book was mentally inactive, but you might view someone doing the same
repetitive task over and over (admittedly, this could include reading the
same formulaic romance novels and Mack Bolan adventures).
This doesn't conclusively
address this either way, but no one has mentioned the studies of enriched
vs. impoverished environments regarding this issue. While rats would obviously
be more mentally active if they had some stimulus vs. none at all, it seems
that the effect of the enrichment wasn't just to promote activity but rather
generalized
activity. Rats moved from one task to another, and the result was that
their brains were rich in synaptic branching. These dense connections seem
to be what prevented the nuns in the famous (and on-going) study from developing
Alzheimer’s.
By having a more
generalized (i.e., cross-connected) brain, individuals with AD are less
likely to present the symptoms until the disease has progressed further.
The simple reason for this is thought to be that they have multiple paths
to finding the same information. In other words, they can do the same thing
in a number of different ways.
The opposite of
this would be to become very good at only a narrow set of behaviors. Those
brains would have strong connections only in the relatively few pathways
associated with the heavily-practiced tasks. If any of those connections
is severed, the knowledge and/or abilities conferred are lost.
A parallel to this
in the educational community is a reaction to "teaching the test." Standardized
testing has proliferated (e.g., SATs, ACTs, state-mandated tests, etc.)
such that the style has been to teach to the test. In other words, the
emphasis has shifted from the content to the format of the test and how
to figure it out.
In reality, the
best approach is to cover the material in such a way that students can
generalize their knowledge. If they encounter something on a standardized
exam that throws them, they would do better to use genuine intelligence
and a broad array of knowledge to figure it out than resorting to limited
bag of tricks only applicable in a finite set of circumstances.
Memories
My childhood is
an archeological expedition sometimes. I run across things all the time
in movies, etc., where I go, "Oh, so that's where that came from." Seriously,
I know all the words to several verses of "No one will suspect you're afraid"
(I don't know if that's the actual name) from "The King & I." I found
out only a few months ago that was where it was from. There are still a
couple others that I'm trying to place.
Addiction
and learning
[Posted to the neuroscience
group on MySpace.com]
I don't know where
the line is between addiction and associative learning, but there is certainly
some overlap in a number of areas (for example, relapses are often triggered
by environmental cues drawn from associations made while using the drugs).
As far as single
association pairings, there's an example that stands out as particularly
unique in associative learning, and that's food aversion learning. Whereas
you typically have to have numerous bad experiences with something before
you consistently avoid it, you only have to get sick after eating something
*once* before you have trouble with even the smell of it for many years
afterwards.
This is a biologically
conveyed learning mechanism that keeps you from eating anything that your
body had a bad reaction to before. Interestingly, it doesn't even matter
what actually made you sick on that fateful pairing. You may very well
have gotten sick from something else entirely (e.g., a stomach flu) and
happened to have thrown up your most recent meal. Guess what? That's the
last time you may ever eat that food again.
And it cuts both
ways. This also happens to be why those colorful-but-poisonous insects
are so effective in their highly visible carapaces. A bird (or other predator)
only has to eat one member of the species once in its lifetime to ensure
that a nasty association is created in that bird's mind. Thereafter, the
rest of the species is protected.
The
holographic brain?
[Posted to the neuroscience
group on MySpace.com]
>...cutting up rats'
visual cortex...to find that they can still process complex visual tasks.
There are a lot
of parallels with memory in this and other things you mentioned. For example,
in the '20s and '30s, Lashley performed a similar set of experiments (also
on rats) to find the "engram" that encoded a particular memory. Guess what?
He failed. Actually, what he found was that the more of the cortex you
remove, the worse the rats got at the task (which in this case was running
a maze they had previously learned), but they still seemed to remember
the entire process. Of course, this wasn't a terribly sophisticated experiment,
but it did demonstrate a similar phenomenon.
Similarly, cerebral
hemispherectomies are performed on humans (almost always on children for
several reasons*) which leaves them with far more than the expected 50%
of function by almost any measure. One would think that they should lose
half their language ability, memories, etc., but apparently this is not
the case even though some deficits present themselves.
*The reasons mentioned
above include the fact that this surgery is almost (always?) performed
on patients with intractable and debilitating seizures. The cause of these
is often due to a condition known as Rasmussen's encephalitis, which usually
presents itself in children under the age of 10. Further, children have
a substantially greater chance of cognitive improvement following the surgery
thanks to their greater plasticity.
There's a term paper
on cerebral hemispherectomies on the science page of my site if you're
interested in reading more about the topic.
>I saw a video of
some sort of functional imaging of the brain looking at simple shapes and
the braim emitted signals/patterns that were in the very shape of the visual
objects
Actually, this was
very likely the case. You have to realize that there are literally maps
of things on our brain. For example, we have a map in our somatotopic cortex
that is arranged just like our bodies (i.e., hands next to arms, arms next
to torso, etc.). You also have a similar map on your motor cortex, although
it indicates which parts should move, whereas the other map indicates where
we feel physical stimuli on our skin. The level of detail in these areas
can, in the case of rats, for example, go down to the level of their individual
whiskers. This particular example is a very popular target for a number
of lines of research, in fact.
Regarding the visual
cortex, rather than perceiving things externally, this area picks up the
external world in front of our eyes, so it has a different map (obviously).
There have been studies focusing on this area in which, for example, the
cells across the cortex were labeled according to which cells were active
while an animal looked at a fixed image (You can also record the activity
of the cells with electrodes and get similar data). If the image happened
to be something like a black and white letter "E," you would find that
the image (being relatively simple) would appear in a similar form on the
visual cortex.
Incidentally, I
tried to track down some images to show you, but most of these are in the
journals themselves, so I couldn't find any good illustrations of any of
the above phenomena. Sorry. If I happen across something, I will try to
remember to post a link. Or if anyone knows of a good picture, please take
up my slack.
>Now, I should have
known at the time...that video clip was probably a hoax
I would have to
see the video in question to assess it, but it sounds legitimate. Of course,
they also might have exaggerated things for effect, so it might have come
across as "too good to be true."
>...that if you
see a chair, your neurons are literally firing in the visual cortex a picture
of the chair.
The reason why I
used the "E" example above was because at higher levels of processing,
you would have a lot more things going on. Specifically, you have two major
parallel pathways that each process different aspects of an image (e.g.,
its shape, movement, color, etc.). We're still working out the details,
although a lot is known so far. So, yes, at the *primary* level (i.e.,
in the primary visual cortex), you would "see" an image literally on the
brain, but things get pretty wild after that.
Returning to the
"one-to-one" question, I think what you're really interested in is not
just vision, but consciousness. There is a much-debated concept usually
referred to as the "Grandmother Cell" that looks at that. The idea is that
all processing eventually leads back to an internal representation of a
single idea. So, when you see your grandmother, all the neurons process
information until they reach this single point that represents your grandmother.
Good idea? Maybe.
There are ongoing debates about the merits and downfalls of such a concept,
and the matter is apparently far from settled. There's a link to an interesting
article on it below. Note that is was published in 1996, so there are a
few things I know would have been included were it written today, but just
the same, I have a feeling it's right up your alley. More than just reading
about the concept of "grandmother cells," however, I think it's a good
illustration of how difficult it is to get at some of these questions.
Some reflections
on (or by?) grandmother cells
http://www.perceptionweb.com/perc0896/editorial.html
Cab
drivers and neuroscience
There was a study
of the London cab drivers years ago that found that they had one section
of their brains (can't remember which) that was developed to three times
the size/density of the average person. The reason they chose London was
because it grew up organically without much in the way of civic planning.
Consequently, it's a complete mess, so drivers have to develop loads of
mental maps in order to find the most reasonable routes.
Learning
and memory
I wanted to caution
anyone learning about LTP that not everyone is convinced that this is the
core mechanism underlying the formation memories. However, you could get
the impression that the debate has been settled if you look around the
literature casually. This is largely due to the prominence of Eric Kandel
in the public and academic realms. He is so central to the study of the
phenomenon, but he is also highly visible (e.g., Nobel Prize, his own neuroscience
text, and at least three appearances on Charlie Rose that I'm aware of).
That presents something of a biased perspective to outsiders when the matter
is not firmly settled within the field.
Personally, I'm
in Kandel's camp for a number of reasons that I won't go into here, but
if you are interested in some of the arguments against LTP as the basis
of learning and memory, check out Randy Gallistel's chapter in the book
"Conversations in the Cognitive Neurosciences." It put a few doubts in
my mind. (Note, however, the interview was conducted around 1997, so maybe
his arguments have been addressed experimentally in the interim.)
Memory
[A post-car-wreck
email with Dani]
>...and recall how
suddenly everything happened. So suddenly, I don't even REMEMBER!!
Actually, what happened
was that, by going unconscious immediately upon impact, whatever was in
your short-term memory was never written to long-term memory. This also
happens when people come out of a faint; they don't remember going into
one, so they try to walk or continue a conversation just as if they were
in the middle of something mere moments before.
There was a murder
case in which the perpetrator claimed to have been knocked unconscious
by an unseen assailant, but was caught in a lie when he (or she?) provided
details right up to the impact of the bludgeoning. The neurologist consulted
in the matter flat out told the detective, "That's impossble." The verdict:
Guilty.
Concussion
A few yeas back
my girlfriend experienced the post-trauma metabolic depression (as evidenced
by memory impairment) that is common with concussions. We were in a serious
car accident and she was knocked unconscious. Fortunately, I'm indestructible
and nothing happened to me. I'm not sure if she technically had a concussion
or not (since I don't know the medical criteria/diagnostic definition),
but as is so often the case in events such as this, she had no memory of
events leading up to the accident.
Further, she had
on-going memory problems for roughly a month afterwards as well. The most
severe were, of course, in the days immediately following the wreck. For
example, a couple days after the accident, I took her grocery shopping.
Since she was still really sore, I would ask her what she wanted, tell
her to wait with the cart, then go get things and bring them back to her.
The first time I did that, I came back with a couple gallons of milk and
she wasn't where I told her to wait. "Where did you go?" I asked. She looked
at me like, "I was shopping(?)." I asked her why she moved from where I
left her and she had no memory of the conversation.
Fortunately, the
symptoms gradually let up, so now she has to make other excuses to ignore
things I've said.
Concussion
Dani refers to the
accident as "rolling back to zero" or something to that effect. It happened
almost a year after we started going out. Even a year afterwards, she sees
us as missing that year. She always thinks we've only been together for
a year less than we have been in reality.
Associations
I don't know that
anyone has a clue about the information storage properties of the brain.
Instead, the research into learning and memory are primarily focusing on
the creation and maintenance of associations between pieces of information.
Regarding the (probably
flawed) computer/brain analogy, the short-term memory issue Tim highlighted
above might be thought of as an issue of consciousness being our RAM, as
in the things that we're aware of that are in our short-term memory. As
much as I love analogies though, we all have to be careful about reasoning
by analogy. Just because "A is to B" doesn't mean that just because "C"
is analogous to "A" that "C is to D."
Speed
reading
>Do you think it
is possible to scan pages and pages of material in a matter of minutes?
I would say (in
most cases) no. The reason is that a lot of the things our brain does is
grounded in existing wiring. Let's take perception to begin with. There
are a lot of optical illusions where you don't know what you're looking
at unless someone points it out or makes you look at things a different
way. The information was always there, but you had to have an "in" to access
it. If you happen to be looking at a page full of words, you really need
to almost know what the page is trying to say before you attempt to read
it. Of course, you're probably trying to read it because it's something
you haven't read before, so you haven't seen it yet for this to work. Yeah,
Catch 22. As a result, if you gloss over something, you aren't going to
have the mental traction to make any headway through it. You have to grasp
it bit by bit the way tires grip the road in order to move forward.
This is a variation
on the above, but another example of prior wiring being important is that
you have to understand the material to some extent already. I'm sure you've
seen "The Sixth Sense" already, right? Well, the first time you saw the
movie through, it was a completely different film than the second time.
Without that understanding of the true situation, you don't fully pick
up on all the meaning. If you read too quickly, you don't catch all the
information that establishes the context, so what you're reading is not
necessarily what the piece was about. You may be missing key points.
Perhaps the most
important constraint is that learning actually takes time. Since learning
(even in the short term) takes place by physically connecting neurons,
you cannot shorten the process indefinitely. There is some lower limit
ultimately, and approaching that minimized the efficacy of the learning;
going below that means there is no measurable learning at all. I'm thinking
in particular about a process called long-term potentiation or LTP. You
might look that up in Wikipedia if you want some more background.
The only speed-reading
techniques I'm aware of tend to operate not by reading faster but rather
through selective omission. For example, you only read nouns and verbs
or maybe you only read the first and last sentence of each paragraph. I'm
not sure if the approach you're looking at works that way or not. Please
enlighten me when you get a chance.
>I trying to bring
up my reading time...I feel like I read so slow..I have excellent recall
of the material.
These two things
are related for precisely the reasons I mentioned above. There's more to
it than that, of course, but that's part of it. Reading slowly is like
chewing your food instead of swallowing it whole. If you just need a general
awareness of something, then skimming it would be fine. If you want to
be aware of every detail and/or want any sort of emotional impact from
it, then you are going to want to read it at the pace that is most comfortable
to you.
>I read well (I'm
not sounding out the words or anyhting...the reason I read slow is because
when I read I have a voice that comes on in my head...(strangely it is
not my voice..or even my perception of my voice..it had a british accent..it
is kind of like the narrator of the National Geographic...I can't turn
it off.
That's interesting.
I get that more when I write in certain styles than when I read.
This is more a tangent
than a comment on the above, but one approach you might try is to use a
text-to-speech program. You can paste text into it from wherever (ebooks,
web pages, etc.), and it will read to you in a still far-from-perfect attempt
at a human voice. However, the more you use it, the more effective it is
because you gradually get used to it. Sure, it doesn't always pronounce
things correctly, but your brain fills in those gaps just like when you
pick up on the nuances of any language (e.g., Spanish, ASL, computer languages,
visual shorthand like that found in movies and commercials, etc.). At home
I have a pair of cordless headphones I can connect to my computer, so I
can load a couple chapters from a book and wander around doing housework
or even in my yard cutting the grass, washing the car, and so on.
If you're interested
in trying out one of these programs, one of the better ones (for free anyway)
is the basic version of Natural Voice Reader.
Try
again
I think we all believe
a lot more should be there than actually is. I mean, I think back and try
to remember, say, who I ate lunch with when I was in college even, and
a lot of the time I can't come up with a lot of people. However, later
on I'll remember something that happened and I'll realize someone else
who was there at the table. You have to come at some memories sideways,
which is why therapy helps with this (But watch out for invented ones about
ritual molestations by devil worshipers). Here's an exercise I did recently:
I made a list of all the books I had ever read. I thought I had done pretty
well on the first pass, but I ended up with maybe another 25% or more within
the next few days that I had completely forgotten about, then another 10%
over the next few weeks. Since then I've come up with a few more titles
(about one every few months). They were part of my past, but it will take
me getting on the subject of one before it dawns on me that I ever read
it.
Imprinted
>>Did anything "imprint"
with you this way?
>I thought deeply
about this and I can't figure it out.
An example of this
I came up with was the fact that I can remember my schedule my freshman
year of college, but I can't even remember some of the classes I took just
a couple years ago. The level of detail that stuck with me back then was
really, really intense whereas now I hardly recall anything nonessential.
Making
memories
>How can electricals
and chemicals lead to memories?
Although this is
still far from worked out completely, in theory, it apparently isn't all
that difficult. I mean, there are a number of different information technologies.
Admittedly, they're usually quite a bit different than the brain, but they
even surpass our abilities in terms of speed and accuracy of recall, just
to pick one example.
>Thoughts? Dreams?
This is a more complicated
question. Check back in a hundred years. Or maybe we'll all be stored digitally
and be on-line by then. In which case, let me say hello to my digital self
who will be reading this after my physical death. "Hello, Ale[x]adecimal!"
>If we ever figure
out how the brain works fully, if it can ever be done, think of the amazing
things that can be done. Like you can be on the internet or something and
get massages, have sex, feel things in cyberspace if they knew how to stimulate
those feelings.
You're getting into
brain-computer interfacing and/or transhumanism. Those are both terms for
essentially the same thing. You can find a lot of speculative pieces (philosophy,
essays, etc.) on transhumanism, but there is also time devoted to the topic
of brain-computer interfacing at the SfN conference. I haven't looked at
the schedule yet this year, but there is usually a symposium with speaker
after speaker presenting research and relevant engineering and/or methodology
into the this area for at least a day, but I think it ran for two days
the last time I was there. If you aren't there to see anything else, you
can sit in the auditorium and gorge on the information until your brain
explodes.
Rewiring
Learning = re-wiring,
but the blank slate model assumes nothing is wired together. Since that
is not the case, it means the brain comes with wiring that has built-in
(or in-built) meaning.
Copyright Alexplorer.