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by ktangen
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by ktangen
Paired associate tasks rely heavily on working memory. Although the bonds are stored in long term memory, you must hold one item in memory while simultaneously retrieving its pair. This requires working memory.
Working memory provides both temporary storage and processing. It is not a passive store, hence the name “working.” But it is more than storage. It is where we do our mental work.
Working memory is needed for categorization, reasoning, weighing options, and giving self-direction. It helps animals remember which arm of radial maze has already been visited that day. It is used by children to remember the rules of a game while playing it. It is used in video games to remember where you are and who to zap next. It is used to keep track of a novel’s plot.
Working memory is composed of four parts: one major unit and three sub-processes. The major unit is call the Executive Process or the Central Executive. This unit monitors and coordinates the activities of all the other processes. It coordinates current and long-term memories, decides which information to use and which activity is currently most important.
The idea of an executive process comes from working with people who are mentally retarded. My little brother, Jimmy, was profoundly retarded and was not trainable. He couldn’t sit up without support. But individuals who have less brain damage than Jimmy are often capable of employment in sheltered workshops.
At one point in time, all retarded people were considered untrainable. Then some dedicated people showed that they could be taught to do a specific task. The theory was that they could not learn other tasks.
Along come some more dedicated people who showed that many people with retardation can be taught to learn a different simple task. They can learn several simple tasks. But what they found was an inability to easily switch back and forth between tasks. Their executive function wasn’t working well or, in some cases, at all.
Because of folk like Jimmy, we know that the brain has a mechanism for assessing inputs and switching tasks on the fly. This is the central executive.
The central executive decides what needs attention and which subunit should be activated. You are probably familiar with how your executive process switches back and forth between driving the car and talking to your passenger.
But the executive doesn’t always get things right. I was standing beside the trash can, unwrapping a snack, intending to drop the wrapped in the trash and put the food in my mouth. My executive process failed me. I didn’t eat the wrapper but I watched helplessly as the food dropped in the can.
Your central executive doesn’t do the work. It assigns it to one of subunits. Work can be assigned to the phonological loop, the visuo-spatial sketch pad, or the episodic buffer.
One of the subunits of working memory specializes in processing sounds. It intakes spoken and written inputs, and holds them for 2-4 seconds so they can be processed. The memory store, sometimes called echoic memory, is only a few seconds long but it is unclear how many seconds it is. Some say 1-2 seconds, others settle on 4 seconds, and others suggest it can be as long as 20 seconds.
It is difficult to establish the capacity because as we begin to fall off our mental conveyor belt (forget them), we move them to the front of the line again (loop). The loop portion of the phonological loop is an articulatory control process. It loops the sounds over and over so the echoic memory gets extended for as long we need it.
The amount of processing needed varies with the content. Spoken word is processed quickly and easily. Written words, however, must be converted into speech, which takes longer.
Music is thought to be processed by the phonological loop. But it might also have its own loop. Musicians are better at forward digit span than non-musicians. This is true for sounds, digits and nonsense syllables. It appears that musical training and experience cause the brain to develop a dedicated storage system for tones. The tonal loop does not seem to be present in non-musicians.
This subroutine of working memory involves several parts of the brain, including the prefrontal cortex, the parietal lobe and temporal lobe. It tracks where you are in relation to your environment. As you shift your focus to look at something else, the parietal lobe remaps its representation of where you are and where everything else is. It sends this information to the visuo-spatial sketchpad. You use the sketch pad to picture your house and remember where all the doors and windows are.
On evidence that there are at least two subsystems is that we can process visual and verbal information at the same time. In fact, we love doing so (TV, videos and movies). But it is much harder to do two visual tasks at the same time. Doing two things with one system slows things down.
Like the phonological loop, the visuo-spatial sketchpad has both a store and a processor. Visual images are stored for a much shorter time than audio is, probably about ½ second. The actual length of storage varies greatly between people. Some can maintain a visual mental image for longer than others. Artists, architects and fashion designers are able to visualize finished projects early in the creative process.
It is unclear if the ½ second images are looped like phonological inputs are. Given the refresh rate it seems unlikely. If you’ve done a video chat with someone on a bad connection, frame rates of 10 per second look like still shots. It looks like the person is jumping from shot to shot.
The more samples per second, the smoother the action looks. It only takes 20-30 frames per second to fool us into thinking that the sequence of still images is live action. Films have a sample rate of 22 frames per second. TV has a sample rate of 30 frames per second.
The processing portion of the visuo-spatial sketchpad is an after-seeing process. The retina sends signals to the occipital lobe for breaking down a visual scene into components. The information is then sent in two directions. One stream of information goes to the parietal lobe. The parietal lobe makes a 3-D representation of your environment. It tells the rest of the brain where you are.
In contrast to the “where” pathway, the other stream of visual information from the occipital lobe heads to the temporal lobe. This “what” pathway identifies faces and objects.
Both streams end up in the visuo-spatial sketchpad. The spatial short-term memory indicates where you are and how far you are from a tall object. The object memory tells you that it is a tree, what kind of tree and that you fell out of it last week. All of this is coordinated by the visuo-sketchpad
The third subunit of working memory acts as backup for the other parts. The episodic buffer communicates with both long-term memory and other portions of working memory. This buffer integrates the other functions and adds a sense of time. It helps turn individual items into a cohesive sequence. It’s the timing chain of working memory.
Episodic buffer is not the same as episodic memory, which is a long-term memory system The buffer only stores things long enough to perform a specific task. When attention shifts to another task, all the buffers are reset.
All of the components of working memory function together as a single entity. Although brain trauma can disable one or more subparts, working memory performs seamlessly in a normally functioning brain. Working memory has a limited capacity that is directed to whatever task is receiving our current attention.
by ktangen
In Lists, we look at serial learning. It is a common way to learn lists. Using forward or backward chaining, the all of the items must be recalled and in the right order. This approach limits your natural desire to cluster or chunk meaningful items together. Blocking items (organizing them in blocks) is what your local news show does: all the traffic is in one segment, all the sports in another. Serial learning doesn’t allow the use of these common techniques. But pairs are different.
Associated pairs, or paired associates, require bonds between items to be made. Paired associates build on Ebbinghaus’ sentence completion task. You get the start of a sentence and you finish it. If you are given the prompt “Every time it rains…” you get to fill in the rest. Ebbinghaus used it as a quick measure of intelligence. His focus was on what the responses were. He was interested in the quality of associations.
Francis Galton used sentence completion as a more thorough evaluation of intelligence. Although he used sentences, he preferred individual words as prompts. He believed these word associations would correlate with intelligence. Intelligence for Galton was a single entity and any task people do would reveal something about their intelligence. Galton both recorded and timed the responses. Delays in response were thought to indicate a less trained mind, a less intelligent person.
Carl Jung followed Galton’s approach of keeping track of the responses and timing them. He believed the delay in responses indicated an emotional block. Following in the path of Freud, Jung was looking for evidence of repression.
Cognitive scientists now believe that the delays are due to linguistic patterns and how many nodes an association must jump. Association patterns have commonalities but the individual range is quite wide. These patterns also can be quite erratic and amusing. This is why people enjoy playing word association games. Our paths always seem so logical but it is not easy to see how someone else came to THAT connection.
Associated pairs are learned as a single unit. When two stimuli are presented, we form a bond between them. We associate them together. Paired associates are what we do on a daily basis. Every time you learn a new word, you have to pair it with its concept. Every time you meet someone, you associate that person with certain emotions, circumstances and events. Every time you eat something that makes you sick, you associate the food and restaurant with that experience.
In pairs associates, invented by Mary Calkins, two stimuli are presented together. Calkins paired colors and numbers. She presented both to subjects, then tested for one. For example, a series of color-number combinations were presented. Then the colors were presented by themselves and subjects were asked to name the number that went with it. By varying the brightness and intensity of colors, Calkins found that color vividness worked better than neutral colors. She called this task “right associates” because you have to recall the right number to match the color presented. Essentially, she invented flash cards.
Calkins discovered three main principles:
Calkins’ work showed we use multiple memory systems. Galton was wrong; memory is not a single entity. We have several memory systems that work together. Sentence completion and word associations rely heavily on long-term memory. They explore what you have already learned and stored away. Paired word associations rely on short-term memory.
If you are asked to recall the items on a list in order (serial recall), you will remember the first part of the list best. This is called primacy because recall is based on long-term memory. However, if you are asked to list any items on a list in any order (free recall), you report the most recent items. In a serial position graph, the first part of a long list is remembered best because of primacy (long-term memory). The last part of the list is remembered next best, because of recency (short-term memory), and the middle is remembered least well because there is no middle-of-a-list memory system.
The paired associate method is based on the premise that one stimulus can be cue or trigger for another. This is the underlying principle in classical conditioning, where two stimuli are paired together too. One acts as a cue and the other triggers a reflex. Skipping the reflex’s trigger, it is a S-R bond. A conditioned stimulus elicits a response.
One reason a class in personality theories is easier than one about biological psychology is associations. You can organize personality theories by theorist. If you learn a new fact about shaping, you can associate it with Skinner. If you learn a new fact about dopamine, it is more difficult to find build-in associations. You have to generate them yourself.
The importance of word associations was not lost on marketing executives. Coca-Cola wants you to associate the design on its can with fun. Pink (“a girls must-shop destination”) wants you to associate its name with good merchandise. Personally, I am always surprised that the products from Pink aren’t pink. In my head the color and the brand should go together.
Interestingly, word pairs seem to be stored as a single unit. Kids learning the alphabet tend to treat LMNOP as a single unit; they learn it all at once. The bonds between words tend to be unidirectional. If you learn Pepsi-party, it is not as easy to remember Pepsi if party is given as the cue. If you don’t know whether words or definitions will be used as cues, you should use both sides of you flash cards as cues.
Another odd way our minds work is shown in the types of recognition errors we make. If the instructions say to “push the switch up” we might think it said to push the switch down. First we store a dimension, then we refine it. We remember it is a direction (up-down or left-right) and later learn the specific pole. This is what happens when you remember changing to daylight saving time is turning back or turning forward but that’s as close as you get.
by ktangen
Ever gone to a driving range and hit a few buckets of ball? Ever gone into a batting cage and got lost in the pleasure of hitting the ball? Ever enjoyed dancing until your feet hurt? These are the pleasures of massed practice.
Massed practice describes what athletes, dancers and musicians do for hours. It is practicing your scales on the piano, writing your ABCs repeatedly, or mastering the double-paradiddle on the drum practice pad.
Massed practice is repetition within a single session. It is what you do when cramming for a test, re-rewriting a sales presentation and baking dozens of cookie batches. It is what people consider normal practice.
The other option, aside from massed practice, is distributed practice. Distributed practice is also called spaced practice because you space your training session over time. Distributed practice is a little a day. Massed practice is all at once.
There is a lot of praise for distributed practice but little respect for massed practice. Distributed practice is better for long-term retention, uses fewer hours and delivers higher levels of performance.
But massed practice has its uses. Don’t dismiss it. It is a tool you should have and understand how to use.
Doing something repeatedly leads to the experience of flow or “being in the zone.” This experience in energizing and calming at the same time. You focus on a task and defocus on your worries and cares.
Doing a repetitive task can be meditative. The immediate feedback from the task increases your reliance on the limbic system’s procedural memory and decreases the activity of your cerebral cortex.
The task is less important than the repetition but continuous motion tasks work best. Try pulling weeds, raking sand, swimming, dancing, yoga, or continuously hitting a ball (golf, baseball, tennis, handball). Do anything that provides full involvement. The result is not so much being hyper-focused as being single-focused. Many a yard has been mowed to an inch of its life to free one’s mind from conflict.
Real life sometimes gets in the way of our best plans. It is, of course, better to study a bit every day but sometimes there is no opportunity to do so. It doesn’t happen often but when it does, use massed practice.
Usually, the limit on our time is artificial. We don’t want to study. We don’t want to do our paperwork. We don’t want to file the contracts. We procrastinate, get busy putting out other fires, and avoid doing tasks we don’t enjoy.
But we must “dig in,” “fire the booster rockets,” and “do an all-nighter” when the exam is tomorrow, the boss comes back into the office tomorrow and the contract deadlines are due at noon.
The fable of the tortoise and the hare concludes has several morals: don’t boast of you ability, don’t goof off, and lose track of time. But it misses the truth that some people are tortoises and some are hares.
We do have different styles for many things we do. I know writers. Some are sprinters. They write quickly and smoothly. They can punch out a story, post, article or book in a flash. The best sprinters have good editors who go through everything and make you redo portions.
Tortoise writers also need good editors but their pace is different. They work everyday, usually in set hours, doing the work. Both styles of writing can produce good work but the creation process is different.
When it comes to learning, there also are tortoises and hares. Some plod through the work. Others quickly devour it. The trick is to know which kind of learner you are and to adjust your schedule accordingly.
Tortoises need to create a set schedule to study, review, read, etc. A little bit every day. Sprinters need to find larger blocks of time. You can, and should, distribute them but each session for a sprinter will be longer.
[clickToTweet tweet=”Professors think you should always want to learn everything you possibly can. That’s what they do.” quote=”Professors think you should always want to learn everything you possibly can. That’s how their minds work. It is what they do in practice.”]
But sometimes all you want is an overview. You don’t want the whole course, just enough for you. Singers don’t need to be fluent in six languages. They need to be able to sing in six languages, a much smaller goal.
When you are keynoting a convention, you don’t need to know everything about the group but you certainly want to immerse yourself in the company culture. You want to know enough to make your speech memorable. But you’ve got another speech at another conference next week. You don’t want to learn too much.
Distributed learning will help your long-term gain but massed-practice is best for short-term gain. Sometimes that’s all you want.
Have you every studied up on a topic to impress someone? Have you ever watched a few extra movies so you can better connect to a friend? When you don’t want long-term retention, massed-practice is the way to go.
Want to understand your friend better? Watch a marathon of Star Wars, Star Trek or all of the Broadway shows you can stand. You don’t be an expert. But you’ll have made short-term progress.
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photo credit
by ktangen
by ktangen