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Showing posts with label long term storage and retrieval. Show all posts
Showing posts with label long term storage and retrieval. Show all posts
Friday, November 18, 2016
Are we able to control memory – and forgetting?
Keeping a Spotless Mind:
The neuroscience of "motivated forgetting"
Prof. Michael Anderson
This is an interesting lecture by Prof.
Michael Anderson who presents his case very clearly.
Prof. Anderson works at Cambridge
University. He believes that memory,
like other aspects of cognition and behavior, is something we can control and
as such it poses for us problems of control.
Anderson studies the mechanisms that allow us to suppress unwanted
memories. He studies the role of frontal
systems of inhibitory control in forgetting processes.
Here are some of the interesting things he
says in the:
Is forgetting good
or bad?
Every one of us experiences frustration
when he can't retrieve things that he is sure he knows, or when he can't
remember a significant experience from his past about which he hears from
someone else.
But there are many advantages to forgetting. We tend to forget things that arise negative
emotions like fear, shame and guilt. We
forget in order to be able to forgive – forgive ourselves for things we've done
and are not proud of, and forgive others.
We forget things that threaten our self esteem. Sometimes we forget our failings (or at least
remember them vaguely, not in detail and not with the same emotional
intensity). This gives us strength to
face similar situations and try again.
How do we forget?
The forgetting mechanism that Prof. Anderson suggests in this lecture is related
to inhibitory control. We know the term
as part of executive functions.
Inhibition is the suppression of a strong and wrong response for a weak
and correct one. The more automatic a
task is, the stronger the inhibition we will need to apply in order to stop
it. Prof. Anderson gives an example of a cactus plant
that falls off a table. Our automatic
reaction is to catch it, but there could be uncomfortable consequences… The preferred and weak response would be to
refrain from catching it and to clean the floor later (cautiously).
This is an example of an inhibition of a
motor response. Anderson argues that
inhibitory control also helps us to control memory - to control what we
retrieve from memory.
Sometimes we see
or hear a stimulus that automatically invokes a specific memory. But we don't always allow that memory to
reach consciousness. Sometimes the
memory is irrelevant for our purpose at that moment, and sometimes it is
emotionally difficult. We can stop such
memories and not experience them. How?
In order to study this Anderson and his
friends used a simple model of learning word pairs. Participants in the study learned random word
pairs like "picture – scissors"; "handle – flower"; "chimney
– dog". Then they were presented with the first word of each
pair, and had to respond with the second word.
In the second phase of the experiment the researchers divided the word pairs into
three groups.
The first word of each pair in the first
group was presented in green. The participants
responded with the second word– just like in the first phase of the study. For example, they saw the word "picture" and responded with
"scissors".
The first word of each pair in the second
group was presented in red. The participants were instructed that when
they see a red word, they should stop their thoughts about that word's pair and
not let it reach consciousness. For
example, they saw the word "handle" and were asked not to think about its pair.
The word pairs of the third group
were not presented in this stage at all.
The third phase was a repetition of the first phase. They presented the first word of each pair of
all three groups, and asked the participants to say the second word.
The green word pairs (like "picture –
scissors") were recalled best.
These were trained in both phase one and two. The word pairs that were not presented in the
second phase at all (like "chimney – dog") were less well recalled. The red word pairs that participants were asked
to suppress (not to allow the second word to reach consciousness, like the pair "handle – flower")
were the least well recalled.
This means that we can intentionally forget
when we try not to let certain information enter consciousness. Anderson calls this Suppression Induced Forgetting.
Not all the stimuli we encounter, that can provoke
a specific memory, would actually provoke that memory or strengthen it. It depends on our inner stance or attitude
towards that memory. If we don't want to
remember, these stimuli may actually help us to suppress that memory.
Anderson and his friends found out, that
when people suppress memories actively (like when they look at a red word and
are asked not to think about its pair), there is a significant inhibition in the
activity of the hippocampus in both sides of the brain! The hippocampus is one of the brain
structures that are the most important for memory. The degree to which the hippocampus is
suppressed when people look at a "red" word predicts the degree of
forgetting of that word's pair in the third phase of the experiment.
Are we able to inhibit only specific unwanted
memories, or is the inhibition more global, also affecting wanted memories?
Apparently, inhibition tends to be
global. Anderson argues that when we
suppress an unwanted memory, it is accompanied by an "amnestic shadow". When we encounter a
stimulus that raises an unwanted memory, we suppress not only this specific
memory, but also other completely neutral events, that are unrelated to that
memory, that happened before and after we encountered that arousing
stimulus.
And thus stimuli that arise unwanted
memories can interrupt learning of completely different, neutral things.
And so, following trauma there sometimes is
a period of memory loss, even for things that are unrelated to the trauma. In the past people thought it is related to
stress, distractedness and sleep loss.
Anderson adds a fourth cause – suppression of the memory of the
traumatic event that also affects other memories.
Not all of us can control memories or
inhibit unwanted memories. Children
younger than 10-12, old people, people with anxiety and depression, ADHD, PTSD
and brain injury have more difficulty doing it.
Thursday, December 31, 2015
Episodic and Semantic Memory
Episodic and
Semantic Memory
Dr. Mark A. Gluck, Professor of Neuroscience at
Rutgers University
הרצאה מצוינת! דר' גלוק מציג
חומרים מעניינים, ומציג אותם בדרכים מעניינות ובצורה ברורה, בהרצאה זו על זיכרון
סמנטי ואפיזודי.
A great lecture! Dr. Gluck
presents interesting findings in interesting and clear ways, in this lecture
about episodic and semantic memory.
Saturday, December 12, 2015
What makes learning, storage and retrieval more efficient?
Bjork, R.
A., Dunlosky, J., & Kornell, N. (2013). Self-regulated
learning: Beliefs, techniques, and illusions. Annual
Review of Psychology, 64,
417-444. http://cognitrn.psych.indiana.edu/rgoldsto/courses/cogscilearning/bjorkdunlosky.pdf
Here
are insights from this interesting paper (with a few additions by me):
We
do not store information in our long-term memories by making any kind of
literal recording of that information, but, instead, we do so by relating new
information to what we already know. We store new information in terms of its
meaning to us, as defined by its relationships and semantic associations to
information that already exists in our memories. Storing information in human memory appears
to create capacity—that is, opportunities for additional linkages and
storage—rather than use it up. I'll
add, that when a piece of information is tied to a broader net of ideas and
concepts, it is learned better. This is
why people with a broad knowledge base and good fluid abilities (that help them
conceptualize links between new and old pieces of information), have an
advantage in learning.
When
we retrieve information from memory, we do not retrieve an exact
"recording" of this information as it existed when it was
learned. We re-edit the memory. When we recall an event, for example, we integrate features
of the event with our assumptions, goals or experiences. I'll add, that the manipulations we perform
on the information we retrieve, like telling it or writing it down, also cause
it to be re-edited and then later re-stored in memory as slightly
different. The context in which we
retrieve the information also changes it and adds aspects that were not in the information
at the time it was first stored.
The
mere act of retrieval strengthens the information retrieved, so it becomes
easier to retrieve it later. Thus, when
we study for a test, it's better to test ourselves and to retrieve the
information from memory than to re-read it time and again. The mere act of retrieval of specific
information weakens our ability to retrieve similar competing information, which
is tied to the same retrieval cues or semantic associations. This phenomenon is called "retrieval
induced forgetting".
We
learn and retrieve information better when we introduce difficulties and
challenges to the learning process. Self
testing (as opposed to passive rehearsals of the information) is an example of
such a "desirable difficulty".
Self testing not only makes sure that we studied the information. It is a part of the learning process
itself. When we answer a question on a
self test, we reorganize the material and elaborate it.
Meta-cognitive
monitoring and control are important parts of the leaning process. During learning we evaluate the situation and
make decisions, like what to learn next, how to learn it, whether we've learned
enough for the information to be retrieved, whether we retrieved the
information correctly, and so on.
It's
recommended to space learning sessions across days, rather than to cram it in
one session. It's better to study two or
three subjects simultaneously and to alternate between them ("interleaving"),
than to study only one subject in depth.
When we study one subject in depth, processing is easier and more fluent
than when we alternate between two subjects .
This is because when we massively study one subject, we hold the same
concepts in working memory. When we alternate
between subjects, we need to re-retrieve the concepts of each subject that we
alternate to from long term memory to short term memory. The act of retrieval helps to learn them
better.
In an
experiment, participants were asked to answer trivia questions. The
participants were told that they would be tested later, and the nature of the
test was made very clear: They would be given a blank sheet of paper and,
without being asked the questions again, they would be asked to free-recall the
answers. During the question answering phase, after each correct answer, the
participants were asked to predict the probability that they would be able to
recall the answer again on the final test. The results were surprising: The
more confident participants were that they would recall an answer, the less
likely they were to recall it. This outcome occurred because participants
predicted they would be able to recall the answer to questions that they
answered quickly, but they were most likely to free-recall answers that they
had thought about for a long time. This
means that efforts to process the questions and look for the answers in memory strengthened
learning and increased the likelihood of retrieving the information later.
In another study,
researchers presented to participants paintings by 12 different artists. Some
artists’ paintings were presented on consecutive trials while other artists’
paintings were presented interleaved with other paintings. As a test, participants
were asked which artist painted each of a set of previously un-presented
paintings. They were more accurate following interleaved (i.e., spaced)
learning than following blocked (i.e., massed) learning. Blocking may have made
it easier to notice similarities within a given artist’s paintings, whereas the
value of interleaving appears to lie, at least in part, in highlighting
differences between categories. The
comparison process causes the mental representation to be more abstract, with
conceptualization of the categories of the differences and the relations
between them.
In the domain of
motor skills there is substantial support for the idea that interleaving
practice on separate skills to be learned, such as the several strokes in
tennis, requires that motor programs corresponding to those skills be
repeatedly reloaded, rather than executed over and over again, which has
learning benefits.
The authors recommend
designing textbooks that don’t mass one topic at a time but periodically return
to prior topics in an effort to promote spaced learning.
What about mistakes and
errors made during learning? Anticipating,
unsuccessfully, a to-be-learned response can enhance learning. If participants are asked to predict what
associate of a given cue word (e.g., Whale) is to be learned before they are
shown the actual to-be-learned target (e.g., Mammal), their later cued recall
(e.g., Whale: __?__) of the target word is enhanced, versus a pure study
condition (e.g., Whale: Mammal), even when the predicted associate differs from the target associate.
Making errors is often an
essential component of efficient learning. Manipulations that eliminate errors can often
eliminate learning. Thus, for example, when retrieval of to-be-learned
information is made so easy as to insure success, the benefits of such
retrieval as a learning event tend to be mostly or entirely eliminated. Introducing desirable difficulties into
learning procedures, for example, such as variation or interleaving, tends to
result in more errors being made during the acquisition process, but it also
tends to enhance long-term retention and transfer. Making errors appears to create opportunities for
learning and, surprisingly, that seems particularly true when errors are made
with high confidence. Feedback was
especially effective when it followed errors made with high confidence versus
errors made with low confidence.
Friday, January 30, 2015
The Development of Autobiographical Memory
The Development of
Autobiographical Memory. Robyn
Fivush. Annual Review of
Psychology 2011.62:559-582.
http://www.psychology.emory.edu/cognition/fivush/lab/FivushLabWebsite/papers/Fivush2008AnnualRev.pdf
Autobiographical memory is defined as a sense of a self as
continuous in time, linked across specific experiences, placed on a personal
timeline that stretches back into a personal past, linked to the present and
projected into the future.
This interesting paper assumes that autobiographical memory is a cultural activity. In TULVING'S familiar conceptualization,
episodic memory (memory of life events that are stored with reference to the
place and time of their occurrence) and autobiographical memory are one and the
same. Fivush argues (not in a very
convincing way I must say) that it's possible to distinguish between episodic
and autobiographical memory. I won't
elaborate on this point, and focus on other interesting things in this paper:
The culture in which we live defines a "culturally canonical biography" or a "life script" – how a
life typically unfolds in terms of specified events at specified developmental
points (for
example, school, college, marriage, children etc.). Our culture's typical narratives and schemes shape
the way we remember our personal past.
Autobiographical memory defines the self, and the present self defines which
life memories will be more, or less, accessible.
Autobiographical memory is formed by reminiscing about an event with people that
witnessed the same event and also by telling about events to people that did
not witness them. The act of telling
about the event, and the active participation of others in the act of telling,
shapes the way the event is remembered. Reminiscing
allows us to compare the way we remember an event to the way others remember
the same event. Through shared
reminiscing, children learn to form a coherent narrative that creates a
personal timeline linking past events and thus defining the self.
Apparently, there are significant differences in the way mothers
talk with their preschool children about events they both shared. Some mothers tend to elaborate, asking open
ended questions and encouraging their child to recall more details about the
event. They lead the child through the
event and help him remember details while weaving the details they remember and
the details the child remembers into a coherent story. Mothers with a less elaborate style focus on
specific details and ask their child yes/no questions. They don't help the child unfold the whole
story.
By age 5-6, children of elaborative mothers tend to tell
narratives that are more detailed and coherent about their experiences. By age 12, these children have first memories
from a younger age than children of non elaborative mothers. This is important, since people who can
create coherent life stories are mentally healthier.
When non elaborative mothers were trained to elaborate, they
succeeded in doing so even months after training. As a result their children began to tell
narratives that were more elaborate and more coherent.
Apparently, mothers and fathers are more elaborative when
reminiscing with their preschool daughters than with their preschool sons. By age 5-6, girls tell longer, more detailed
and more coherent narratives than boys.
Autobiographic memory begins to emerge by the end of the preschool
years, but fully consolidates in adolescence and early adulthood. This is related to the development of understanding
of time concepts. Two - three year olds
use the word "tomorrow" to refer to any event in the future and the
word "yesterday" to refer to any event in the past. Preschool children can accurately judge which
of two events happened in the near or far past only if both events
happened relatively recently. If the
events happened more than a few months ago, even 8 year olds have difficulties
judging which event preceded the other.
The development of autobiographical memory is also related to the
ability to link the present self with the past self. This ability begins to develop around age 5. In order to study this, researchers engaged
children in play and surreptitiously placed a sticker on their head during the
interaction (I hope the sticker didn’t stick too hard…). They then showed the children a videotape of
themselves in the playroom with a sticker on their head, either immediately after
the play session or a few days later. Three-year-old
children did not make the connection between their depiction on the videotape
and the sticker at all. They simply did not reach for the sticker. Four-year old
children did reach for the sticker, but they did so regardless of when they
were in the playroom. Even a few days later, they immediately reached for the
sticker, assuming it is still on their head. Only at age 5 did children begin
to understand the temporal connection between past and present self: If shown
the videotape immediately after the play session, they reached to remove the
sticker; if shown a few days later, they pointed and laughed but indicated that
they were aware that it was in the past and the sticker is no longer on their
head. Thus, it seems that it is only by the end of the preschool years that
children are able to make temporal connections between the past and present
self.
In another study, researchers asked preschoolers to predict how a
child might behave in a certain situation (e.g., reactions to a new dog encountered
in the park). They then told children about previous experiences of particular
children (e.g., this child met a dog that frightened him). They then asked the children
to link together these stories with predictions about behavior in the present.
Children under the age of 5 had great difficulty with these tasks. Regardless
of the stories told about specific previous experiences of specific children,
they continued to predict that the child will eagerly approach the dog. At
about age 5, children began to link up the past and the present; they predicted
that this specific child will be afraid of the dog and they were able to explain their
predictions by linking previous experiences to the present through mental
states that persist through time.
Saturday, January 17, 2015
Does the state of our cognitive abilities affect the self?
A lot of our sense of self is embedded in
our autobiographical memory – the memory of our life event, our "life
story". People usually don’t remember
events that happened prior to the age of 4, and remember more events from the
last 5 to 10 years of their lives. People
also tend to remember more events from the period when they were between the
ages of 10 to 30 than from other periods of their lives.
Why?
New and unique events happen in adolescence and early adulthood, among them events that are important for our self identity. Due to their uniqueness, these events are kept in memory better. They are also retrieved better, since they serve as examples to similar events encountered later in life. This phenomenon of more memories between the ages of 10 to 30 has a cognitive explanation as well: the cognitive systems and the memory systems (like working memory and long term memory) function optimally at this period of time. That's why storage and retrieval of memories formed at this period is better.
Why?
New and unique events happen in adolescence and early adulthood, among them events that are important for our self identity. Due to their uniqueness, these events are kept in memory better. They are also retrieved better, since they serve as examples to similar events encountered later in life. This phenomenon of more memories between the ages of 10 to 30 has a cognitive explanation as well: the cognitive systems and the memory systems (like working memory and long term memory) function optimally at this period of time. That's why storage and retrieval of memories formed at this period is better.
The cognitive
explanation for the phenomenon of more memories in the age range of 10-30 is
related to the basic systems approach to autobiographical memory. This approach argues that autobiographical
memory depends on other cognitive systems since it involves the senses (the
memory of an event involves sights, smells, tastes, sounds and touch) as well
as language and emotions. A deficiency in one of the
cognitive systems will lead, according to this approach, to a deficiency in the
content of autobiographical memory.
What do we know about success in verbal
and visuospatial memory tests? Women
outperform men on verbal memory tests, while males outperform women on
visuospatial memory tests. Higher educated
people succeed more on verbal and visuospatial memory tests than lower educated
people. Adolescents and young adults
perform better on these tests than middle aged adults, and middle aged adults
outperform older adults. Performance on
visuospatial memory tests reaches a higher peak in adolescence and early
adulthood and deteriorates more steeply in middle age and older adulthood than
performance on verbal memory tests.
One way to measure autobiographical
memory is to compare between retrieval of a personal event right after its occurrence
and retrieval of the same event after a while.
This procedure is usually done with the aid of diaries. As the time gap between the event's occurrence
and its retrieval lengthens, retrieval deteriorates. Retrieval is affected by the valence of the
event, its frequency (if it's very frequent it will be difficult to distinguish
it from other similar events happening before or after this event, and so it
will be harder to remember this specific event), and the amount of reminiscence
(how much the person recalled this event in the time period between its occurrence
and the point in time when memory for the event is tested).
This research
The
relation between verbal and visuospatial memory and autobiographical memory.
Kristo, Rouw, Murre and Janssen
was performed, like many other recent
studies, through the internet. The researchers
created an internet site which has various memory tests, among them verbal and
visuospatial tests, as well as questionnaires about autobiographical
memories. The site is open for every
person who registers and takes as many tests as he wishes, when he wishes.
617 people wrote in the internet site
about a personal event that occurred in the three days prior to writing. They wrote, according to the researcher's
requests, about the essence of the event, who was involved, where and when the
event took place and described one important and one unimportant detail of the
event. They also rated the event's
importance and emotional importance and its frequency. The same people also took verbal and
visuospatial memory tests. After a
period of 2,7,14,30 and 45 days the researchers contacted the participants (by
email) and asked them about the events that they had previously described.
People who performed better on verbal and visuospatial memory
tests performed better on the autobiographical memory tests (remembered the
events better) than participants of the same age group that did less well on
the verbal and visuospatial memory tests.
The ability to remember the personal event was more strongly related to
the scores on the verbal memory tests than to the scores on the visuospatial
memory tests. The researchers suggest that a possible
reason for this is that they did not ask visuospatial questions about the
personal event (not at the time of writing nor at the later time). Focusing attention on visuospatial aspects of
the event might have contributed to a stronger relation between visuospatial
memory and memory of the event.
Sunday, September 28, 2014
What do sentence recall tests measure?
In sentence recall tests, the child
listens to one sentence and tries to repeat it as precisely as he can. Usually, the sentence's length and complexity
grow as the test progresses.
This test is usually thought of as
measuring memory span. Memory span, in
CHC theory, is a narrow ability within short term memory. Memory span is "the ability to encode
information, keep it in immediate awareness and produce it immediately in the
order in which it was presented." Or,
put another way: "the ability to attend to and immediately recall
temporally ordered elements in the correct order after a single
presentation." (Flanagan et
al.,2007, Schneider and McGrew, 2012 ).
Sentence recall is also an efficient
marker of SLI – Specific Language Impairment and of dyslexia. Performance in sentence recall tests is also
related to reading comprehension.
A few researchers, including
Baddeley, suggest that the sentence recall task involves short term memory as well as long
term memory. Sentence recall
requires using general information, semantic knowledge (that help us understand
what the sentence is about - the 'gist' of the sentence), and grammatical and
syntactic knowledge. Utilizing these
knowledge types requires the involvement of long term memory. The sentence recall task also requires
keeping track of the structural aspects of the sentence ("keeping"
the word order in the phonological loop, for example). This involves short term memory.
Gathercole found in 2005, that people
with high phonological memory are able to retain the word order in sentences
much better than people with low phonological memory. People with low phonological memory have more
errors of omissions and insertions (they add and/or delete words from the
sentence). Sentence recall tests are
correlated with nonword repetition tests, which are influenced by memory span.
Marshall and Nation found in 2003,
that children with normal levels of reading accuracy and speed but low reading
comprehension, also have low sentence recall.
These children have no difficulties in memory span tests. The researchers suggest that the low
performance in sentence recall tests is related to long term memory's
involvement in sentence recall tasks.
In this study:
The
role of sentence recall in reading and language skills of children with
learning difficulties. Alloway, T.P. and
Gathercole, S.E. learning and Individual
differences, 15 (2005) 271-282
http://www.academia.edu/2651151/The_role_of_sentence_recall_in_reading_and_language_skills_of_children_with_learning_difficulties
participated children in elementary
school with learning difficulties. They were
tested with reading, language, working memory, expressive vocabulary and
sentence recall tests and the Wechsler test.
The hardest items in the sentence recall test were not longer sentences
but were more complex sentences. The goal
was to see whether the sentence recall test is related to reading or to
language skills.
A correlation of 0.6 was found
between sentence recall and memory span.
But, when the unique contribution of each factor to the prediction of reading
and language skills was examined, it was found that sentence recall explained a
significant amount of the variance in reading and language skills above the
contribution of age, IQ, expressive vocabulary, memory span and working memory.
So, sentence recall test measures
much more than memory span. Gathercole
and Alloway suggest that sentence recall predicted performance in reading and language tests because sentence recall tests requires the use of both
short term memory and linguistic and conceptual knowledge found in long term
memory.
Saturday, May 31, 2014
Intelligence and cognitive abilities – Long term storage and retrieval
Intelligence
and cognitive abilities – part six:
Long
term storage and retrieval
Memory
is a very wide topic.
I've
tried to focus here mainly on CHC conceptualizations of long term storage and
retrieval, with minimal additions.
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