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{{short description|
{{Use dmy dates|date=
'''Procedural memory''' is a type of [[implicit memory]] (
Procedural memory guides the processes we perform, and most frequently resides below the level of conscious awareness. When needed, procedural memories are automatically [[Recall (memory)|retrieved]] and utilized for
Procedural memory is created through
==History==
The difference between procedural and [[declarative memory]] systems
Psychologists and [[philosophers]] began writing about memory over two centuries ago. "Mechanical memory" was first noted in 1804 by [[Maine de Biran]]. [[William James]], within his famous book: ''[[The Principles of Psychology]]'' (1890), suggested that there was a difference between memory and habit. [[Cognitive psychology]] disregarded the influence of learning on memory systems in its early years, and this greatly limited the research conducted in procedural learning up until the 20th century.<ref>{{cite journal | last1 = Bullemer | first1 = P. | last2 = Nissen | first2 = MJ. | last3 = Willingham | first3 = D.B. | year = 1989 | title = On the Development of Procedural Knowledge
McDougall{{who|date=November 2018}} (1923) first made the distinction between [[explicit memory|explicit]] and implicit memory. In the 1970s procedural and declarative knowledge was distinguished in literature on [[artificial intelligence]]. Studies in the 1970s divided and moved towards two areas of work: one focusing on animal studies and the other to amnesic patients. The first convincing experimental evidence for a dissociation between [[declarative memory]] ("knowing what") and non-declarative or procedural ("knowing how") memory was from Milner (1962), by demonstrating that a severely amnesic patient, [[Henry Molaison]], formerly known as patient H.M., could learn a hand–eye coordination skill (mirror drawing) in the absence of any memory of having practiced the task before. Although this finding indicated that memory was not made up of a single system positioned in one place in the brain, at the time, others agreed that motor skills are likely a special case that represented a less cognitive form of memory. However, by refining and improving experimental measures, there has been extensive research using amnesic patients with varying locations and degrees of structural damage. Increased work with amnesic patients led to the finding that they were able to retain and learn tasks other than motor skills. However, these findings had shortcomings in how they were perceived as amnesic patients sometimes fell short on normal levels of performance and therefore [[amnesia]] was viewed as strictly a retrieval deficit. Further studies with amnesic patients found a larger ___domain of normally functioning memory for skill abilities. For example, using a mirror reading task, amnesic patients showed performance at a normal rate, even though they are unable to remember some of the words that they were reading. In the 1980s much was discovered about the anatomy physiology of the mechanisms involved in procedural memory. The [[cerebellum]], [[hippocampus]], [[neostriatum]], and [[basal ganglia]] were identified as being involved in memory acquisition tasks.<ref>{{cite journal | last1 = Squire | first1 = L.R. | year = 2004 | title = Memory systems of the brain: A brief history and current perspective
== Working memory ==
Models of working memory primarily focused on declarative memory until Oberauer suggested that declarative and procedural memory may be processed differently in working memory.<ref>{{Cite book|chapter-url=http://linkinghub.elsevier.com/retrieve/pii/S007974210951002X|last=Oberauer|first=Klaus|pages=45–100|doi=10.1016/s0079-7421(09)51002-x|title=The Psychology of Learning and Motivation|volume=51|year=2009|isbn=9780123744890|chapter=Chapter 2 Design for a Working Memory|s2cid=53933457 |url=https://www.zora.uzh.ch/id/eprint/28472/1/Oberauer_PLM_2009.pdf}}</ref> The working memory model is thought to be divided into two subcomponents; one is responsible for declarative, while the other represents procedural memory.<ref>{{Cite journal|
==Acquisition of skill==
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One model for understanding skill acquisition was proposed by [[Paul Fitts|Fitts]] (1954) and his colleagues. This model proposed the idea that learning was possible through the completion of various stages. The stages involved include:
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===Cognitive phase===
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===Alternative view: the "predictive cycle"===
Another model for understanding skill acquisition through procedural memory has been proposed by Tadlock (2005).<ref name="Tadlock">Tadlock, D.: Read Right! Coaching Your Child to Excellence in Reading by Dee Tadlock, Ph.D. New York: McGraw-Hill, 2005</ref> The model is significantly different from Fitts' 1954 view in that it does not require conscious understanding of a skill's components. Rather, the learner is only required to maintain in conscious awareness a concept of the desired
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The stages are repeated over and over until the learner builds or remodels the neural network to guide an activity appropriately and accurately without conscious thought. The context for this view is similar to how physical therapy works to help brain-injured patients recover lost functions. The patient maintains the desired
=== Practice and the power law of learning ===
[[Practice (learning method)|Practice]] can be an effective way to learn new skills if knowledge of the result, more commonly known as [[Corrective feedback|feedback]], is involved.<ref>{{Cite book|title=How People Learn: Brain, Mind, Experience, and School: Expanded Edition|last=Council|first=National Research|date=
The power law of learning can be overcome if the subject is shown a more effective way to accomplish the task. A study subject was shown a film comparing his task performance, kicking a target as rapidly as possible, with that of a known way of minimizing kicking time. Though the subject had reached the limit of his ability to improve through practice as predicted by the power law of learning, viewing the film resulted in a breakthrough in his ability that defied the power law of learning. Viewing the film is an example of [[observational learning]], which effectively gives the viewer new memories of a technique to draw upon for his or her future performances of the task.<ref>{{Cite book|title=Learning and memory : from brain to behavior|
==Tests==
===Pursuit rotor task===
A device used to study visual-motor tracking skills and [[hand–eye coordination]] by requiring the participant to follow a moving object with a [[cursor (computers)|cursor]]<ref name="Cognitive Atlas">{{Cite web | url=http://www.cognitiveatlas.org | title=Cognitive Atlas}}</ref> or use a [[stylus]] to follow the target on a computer screen or a turntable.<ref>{{cite web |url=http://149.142.158.188/phenowiki/wiki/index.php/Pursuit_Rotor_Task |title=
The pursuit rotor task is a simple pure visual-motor tracking test that has consistent results within age groups.<ref name="Lang">{{cite journal
===Serial reaction time task===
This task involves having participants retain and learn procedural skills that assess specific memory for procedural-motor skill.<ref>{{cite journal | last1 = Balota | first1 = D.A. | last2 = Connor | first2 = L.T. | last3 = Ferraro | first3 = F.R. | year = 1993 | title = Implicit Memory and the Formation of New Associations in Nondemented Parkinson's Disease Individuals and Individuals with Senile Dementia of the Alzheimer Type: A Serial Reaction Time (SRT) Investigation
===Mirror tracing task===
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===Weather prediction task===
Specifically, this task uses experimental analysis of weather prediction. As a probability learning task, the participant is required to indicate what strategy they are using to solve the task. It is a cognitively-oriented task that is learned in a procedural manner.<ref name="Acquisition of Mirror Tracing"/> It
=== Choice reaction task ===
Choice reaction tasks have been used to assess working memory.<ref>{{Cite journal|
==Expertise==
===Divided attention===
There are several factors that contribute to the exceptional performance of a skill: memory capacities,<ref>{{cite journal | last1 = Chase | first1 = W. G. | last2 = Simon | first2 = H. A. | year = 1973 | title = Perception in chess
===Choking under pressure===
It is well established that highly practiced, over-learned skills are performed automatically; they are controlled in real time, supported by procedural memory, require little attention, and operate largely outside of [[working memory]].<ref>{{cite journal | last1 = Anderson | first1 = J. R. | year = 1982 | title = Acquisition of a cognitive skill | journal = Psychological Review | volume = 89 | issue = 4| pages = 369–406 | doi=10.1037/0033-295x.89.4.369|
====Rising to the occasion====
If choking on skill-based or co-ordination oriented tasks requires the pressure of the situation to cause the performer's increased conscious attention to his or her process of performance, then the reverse can also be true. A relatively unexplored area of scientific research is the concept of "rising to the occasion." One common misconception is that a person must be an expert in order to have consistent success under pressure. On the contrary, implicit knowledge has been hypothesized to only partially mediate the relationship between expertise and performance.<ref>{{cite journal | last1 = Otten | first1 = M | year = 2009 | title = Choking vs. Clutch Performance: A Study of Sport Performance Under Pressure
====Famous examples of choking====
{{See also|Choke (sports)}}
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===Expertise-induced amnesia===
[[File:Sid the Kid.jpg|thumb|right|[[Sidney Crosby]] in Vancouver, playing for [[Canada men's national ice hockey team|Team Canada]]]]
This phenomenon is based on the assumption that reducing or diverting the amount of [[attention]] paid to material being encoded and stored will reduce the quality and quantity of the later retrieval of that material in a form that is explicit and reportable. So, if a well learned skill is stored as a procedural memory, and its retrieval and subsequent performance is mostly unconscious and automatic, there is evidence showing that the explicit recollection of what happened during the performance will be reduced.<ref name="choking"/> A recent example illustrates this concept nicely. Immediately following [[Sidney Crosby]]'s overtime goal against the
== Genetic influence ==
Genetic makeup has been found to impact skill learning and performance, and therefore plays a role in achieving expertise. Using the pursuit rotor task, one study examined the effects of [[Practice (learning method)|practice]] in identical and fraternal twins raised in separate homes. Because identical twins share 100% of their genes while fraternal twins share 50%, the impact of genetic makeup on skill learning could be examined. The results of the pursuit rotor task test became more identical with practice over time for the identical twins, whereas the results for the fraternal twins became more disparate with practice. In other words, the performance of the skill by the identical twins became closer to 100% identical, while the fraternal twins' skill performance became less identical, suggesting the 50% difference in genetic makeup is responsible for the difference in skill performance. The study shows that more practice leads to a closer representation of a person's innate capability, also known as [[Aptitude|talent]]. Therefore, some of the differences people show after extended practice increasingly reflects their genetics. The study also confirmed the idea that practice improves skill learning by showing that, in both the identical and fraternal groups, more practice aided in shedding ineffective tendencies in order to improve execution of a given skill.<ref>{{Cite journal|
==Anatomical structures==
===Striatum and basal ganglia===
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[[File:Basal ganglia and related structures (2).svg|thumb|right|Basal ganglia (red) and related structures (blue) shown within the brain]]
The [[dorsolateral]] striatum is associated with the acquisition of habits and is the main neuronal cell nucleus linked to procedural memory. Connecting excitatory [[afferent nerve fiber]]s help in the regulation of activity in the basal ganglia circuit. Essentially, two parallel information processing pathways diverge from the striatum. Both acting in opposition to each other in the control of movement, they allow for association with other needed functional structures<ref>{{cite journal | last1 = Alexander | first1 = GE | last2 = Crutcher | first2 = MD | year = 1990 | title = Functional architecture of basal ganglia circuits; neural substrates of parallel processing
The striatum is unique because it lacks the [[glutamate]]-related neurons found throughout most of the brain. Instead, it is categorized by a high concentration of a special type of [[GABA]] related inhibiting cell known as the [[medium spiny neuron]].<ref>{{cite journal | last1 = Smith | first1 = Y. | last2 = Raju | first2 = D. V. | last3 = Pare | first3 = J. F. | last4 = Sidibe | first4 = M. | year = 2004 | title = The thalamostriatal system: a highly specific network of the basal ganglia circuitry
Current understanding of brain anatomy and physiology suggests that striatal neural plasticity is what allows basal ganglia circuits to communicate between structures and to functionally operate in procedural memory processing.<ref>{{cite journal | last1 = Kreitzer | first1 = AC | year = 2009 | title = Physiology and pharmacology of striatal neurons | url = | journal = Annual Review of Neuroscience| volume = 32 | issue = | pages = 127–47 | doi=10.1146/annurev.neuro.051508.135422| pmid = 19400717 }}</ref>▼
▲Current understanding of brain anatomy and physiology suggests that striatal neural plasticity is what allows basal ganglia circuits to communicate between structures and to functionally operate in procedural memory processing.<ref>{{cite journal | last1 = Kreitzer | first1 = AC | year = 2009 | title = Physiology and pharmacology of striatal neurons
===Cerebellum===
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[[File:Cerebellum.png|thumb|right|The cerebellum is highlighted red]]
The [[cerebellum]] is known to play a part in correcting movement and in fine-tuning the motor agility found in procedural skills such as painting, instrument playing and in sports such as golf. Damage to this area may prevent the proper relearning of motor skills and through associated research it has more recently been linked to having a role in automating the unconscious process used when learning a procedural skill.<ref>{{cite journal | last1 = Saywell | first1 = N | last2 = Taylor | first2 = D | date = Oct 2008 | title = The role of the cerebellum in procedural learning – are there implications for physiotherapists' clinical practice?.
===Limbic system===
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The [[limbic system]] is a group of unique brain areas that work together in many interrelated processes involved in emotion, motivation, learning and memory. Current thinking indicates that the limbic system shares anatomy with a component of the neostriatum already credited with the major task of controlling procedural memory. Once thought to be functionally separate, this vital section of the brain found on the striatum's back border has only recently been linked to memory and is now being called the marginal division zone (MrD).<ref>{{cite journal | last1 = Shu | first1 = S.Y. | last2 = Bao | first2 = X.M. | last3 = Li | first3 = S.X. | last4 = Chan | first4 = W.Y. | last5 = Yew | first5 = D. | year = 2000 | title = A New Subdivision, Marginal Division, in the Neostriatum of the Monkey Brain
==Physiology==
===Dopamine===
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[[File:Dopamine Pathways.png|thumb|right|Dopamine Pathways in the brain highlighted in Blue]]
[[Dopamine]] is one of the more known neuromodulators involved in procedural memory. Evidence suggests that it may influence neural plasticity in memory systems by adapting brain processing when the environment is changing and an individual is then forced to make a behavioural choice or series of rapid decisions. It is very important in the process of "adaptive navigation", which serves to help different brain areas respond together during a new situation that has many unknown stimuli and features.<ref>{{cite journal | last1 = Mizumori | first1 = SJ | last2 = Puryear | first2 = CB | last3 = Martig | first3 = AK | date = Apr 2009 | title = Basal ganglia contributions to adaptive navigation
===At the synapse===
Recent findings could help explain the relationship between procedural memory, learning and [[synaptic plasticity]] at the level of the molecule. One study used small animals lacking normal levels of [[CREB]] family transcription factors to look at the processing of information in the striatum during various tasks. Although poorly understood, results show that CREB function is needed at the synapse for linking the acquisition and storage of procedural memory.<ref>{{cite journal | last1 = Pittenger | first1 = C | last2 = Fasano | first2 = S | last3 = Mazzocchi-Jones | first3 = D | last4 = Dunnett | first4 = SB | last5 = Kandel | first5 = ER | last6 = Brambilla | first6 = R | year = 2006 | title = Impaired bidirectional synaptic plasticity and procedural memory formation in striatum-specific cAMP response element-binding protein-deficient mice
==Disorders==
Disorders have been important for the understanding of memory systems. The memory abilities and inhibitions of patients
===Alzheimer's disease and dementia===
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Current Research indicates that procedural memory problems in [[Alzheimer's]] may be caused by changes in enzyme activity in memory-integrating brain regions such as the hippocampus. The specific enzyme linked to these changes is called [[acetylcholinesterase]] (AchE) which may be affected by a genetic predisposition in an immune-system brain receptor called the histamine H1 receptor. The same current scientific information also looks at how [[dopamine]], [[serotonin]] and [[acetylcholine]] neurotransmitter levels vary in the cerebellum of patients that have this disease. Modern findings advance the idea that the [[histamine]] system may be responsible for the cognitive deficits found in Alzheimer's and for the potential procedural memory problems that may develop as a result of the [[psychopathology]].<ref>{{cite journal | last1 = Dere | first1 = E. | last2 = Zlomuzica | first2 = A. | last3 = Viggiano | first3 = D. | last4 = Ruocco | first4 = L.A. | last5 = Watanabe | first5 = T. | last6 = Sadile | first6 = A.G. | last7 = Huston | first7 = J.P. | last8 = Souza-Silva | first8 = M.A. De | year = 2008 | title = Episodic-like and procedural memory impairments in histamine H1 Receptor knockout mice coincide with changes in acetylcholine esterase activity in the hippocampus and dopamine turnover in the cerebellum
===Tourette syndrome===
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This disease of the central nervous system, like many other procedural-memory related disorders, involves changes in the associated subcortical brain area known as the striatum. This area and the brain circuits closely interacting with it from the basal ganglia are affected both structurally and at a more functional level in the people affected by [[Tourette's syndrome]]. Current literature on this topic provides evidence for there being many unique forms of procedural memory. The one most relevant to procedural memory and most common in Tourette's is related to the skill-acquisition process that ties stimuli to response during the learning part of procedural memory.<ref>{{cite journal | last1 = Marsh | first1 = R | last2 = Alexander | first2 = GM | last3 = Packard | first3 = MG | last4 = Zhu | first4 = H | last5 = Peterson | first5 = BS | year = 2005 | title = Perceptual-motor skill learning in Gilles de la Tourette syndrome. Evidence for multiple procedural learning and memory systems
One study has found that those with Tourette syndrome have enhanced procedural learning. Subjects with Tourette's syndrome were found to have more quickly processed procedural knowledge and more accurately learned procedural skills than their typically developed counterparts. Another study found that subjects with Tourette's syndrome displayed faster processing of rule-based grammar than typically developed subjects. Two possible explanations exist for these results. One explanation is that once a person with Tourette's syndrome has learned a procedure, there is a mechanism that supports more accelerated processing. Second, because procedural memory subserves sequencing, and grammar recruits sequencing, an enhancement of grammatical processing was seen in those with Tourette's syndrome due to their improved procedural memories.<ref>{{cite journal | last1 = Takács | first1 = A | last2 = et | first2 = al. | title = Is procedural memory enhanced in Tourette syndrome? Evidence from a sequence learning task | journal = Cortex | volume = 100 | pages = 84–94 | year = 2017 | doi=10.1016/j.cortex.2017.08.037| pmid = 28964503 | s2cid = 3634434 | url = http://eprints.gla.ac.uk/149676/7/149676.pdf }}</ref>
===Human immunodeficiency virus (HIV)===
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Neural systems used by procedural memory are commonly targeted by [[Human Immunodeficiency Virus]]; the striatum being the structure most notably affected.<ref>{{cite journal | last1 = Reger | first1 = M | last2 = Welsh | first2 = R | last3 = Razani | first3 = J | last4 = Martin | first4 = DJ | last5 = Boone | first5 = KB | year = 2002 | title = A meta-analysis of the neuropsychological sequelae of HIV infection
===Huntington's disease===
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[[File:Huntington.jpg|thumb|left|Coronal FSPGR through the brain of Huntington's patient]]
Despite [[Huntington's disease]] being a disorder that directly affects striatal areas of the brain used in procedural memory, most individuals with
===Obsessive compulsive disorder===
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Neuroimaging studies show that [[OCD]] patients perform considerably better on procedural memory tasks because of noticeable over-activation of the striatum brain structures, specifically the frontostriatal circuit. These studies suggest that procedural memory in OCD patients is unusually improved in the early learning stages of procedural memory.<ref>{{cite journal | last1 = Roth | first1 = RM | last2 = Baribeau | first2 = J | last3 = Milovan | first3 = D | last4 = O'Connor | first4 = K | last5 = Todorov | first5 = C | date = Sep 2004 | title = Procedural and declarative memory in obsessive-compulsive disorder
===Parkinson's disease===
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[[Parkinson's disease]] is known to affect selective areas in the frontal lobe area of the brain. Current scientific information suggests that the memory performance problems notably shown in patients are controlled by unusual frontostriatal circuits.<ref>{{cite journal | last1 = Sarazin | first1 = M | last2 = Deweer | first2 = B | last3 = Pillon | first3 = B | last4 = Merkl | first4 = A | last5 = Dubois | first5 = B | date = Dec 2001 | title = Procedural learning and Parkinson disease: implication of striato-frontal loops
===Schizophrenia===
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MRI studies have shown that [[schizophrenic]] patients not currently taking related medication have a smaller [[putamen
==Drugs==
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===Alcohol===
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While the [[Alcohol (drug)|effects of
===Cocaine===
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It is evident that long-term [[
===Psychostimulants===
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Most [[psychostimulant]]s work by activating dopamine receptors causing increased focus or pleasure. The usage of psychostimulants has become more widespread in the medical world for treating conditions like [[ADHD]]. Psychostimulants have been shown to be used more frequently today amongst students and other social demographics as a means to study more efficiently or have been abused for their pleasurable side effects.<ref>McCabe, S. E., Knight, J. R., Teter, C. J., Wechsler, H. (2004). Non-medical use of prescription stimulants among US
college students: prevalence and correlates from anational survey. Research Report.</ref> Research suggests that when not abused, psychostimulants aid in the acquisition of procedural learning. Studies have shown that psychostimulants like [[d-amphetamine]] facilitates lower response times and increased procedural learning when compared to control participants and participants who have been administered the [[antipsychotics|antipsychotic]] [[haloperidol]] on procedural learning tasks.<ref>Kumari, V., Gray, J.A., Corr, P.J., Mulligan, O.F., Cotter, P.A., Checkley, S.A. (1997). Effects of acute administration of d-amphetamine and haloperidol on procedural learning in man. ''Journal of Psychopharmacology'' 129(3); 271–276</ref> While improvements in procedural memory were evident when participants were administered traces of psychostimulants, many researchers have found that procedural memory is hampered when psychostimulants are abused.<ref>{{cite journal | last1 = Toomey | first1 = R. | last2 = Lyons | first2 = M. J. | last3 = Eisen | first3 = S. A. | last4 = Xian | first4 = Hong | last5 = Chantarujikapong | first5 = Sunanta | last6 = Seidman | first6 = L. J. | last7 = Faraone | first7 = S. | last8 = Tsuang | first8 = M. T. | year = 2003 | title = A Twin Study of the Neuropsychological Consequences of Stimulant Abuse
==Sleep==
Practice is clearly an important process for learning and perfecting a new skill. With over 40 years of research, it is well established in both humans and animals that the formation of all forms of memory are greatly enhanced during the brain-state of sleep. Furthermore, with humans, sleep has been consistently shown to aid in the development of procedural knowledge by the ongoing process of memory consolidation, especially when sleep soon follows the initial phase of memory acquisition.<ref>{{cite journal | last1 = Karni | first1 = A. | last2 = Tanne | first2 = D. | last3 = Rubenstein | first3 = B.S. | last4 = Askenasy | first4 = J.J. | last5 = Sagi | first5 = D. | year = 1994 | title = Dependence on REM sleep of overnight improvement of a perceptual skill
Whether a skill is learned explicitly (with [[attention]]) or implicitly, each plays a role in the offline consolidation effect. Research suggests that explicit awareness and understanding of the skill being learned during the acquisition process greatly improves the consolidation of procedural memories during sleep.<ref>{{cite journal | last1 = Robertson | first1 = E.M. | display-authors = etal
==Language==
Language works because of the
One study used patients with [[Korsakoff’s syndrome]] to show that procedural memory subserves [[syntactic priming]]. Although
Another
According to a study carried out in 2010 by [[Dalhousie University]] researchers, spoken languages which require the use of helping words or suffixes, rather than word order, to explain subject-object relationships rely on procedural memory. Word-order dependent languages rely on short-term memory for equivalent tasks.<ref>[http://www.sciencenews.org/view/generic/id/57944/title/Languages_use_different_parts_of_brain Languages use different parts of brain]</ref>
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{{DEFAULTSORT:Procedural Memory}}
[[Category:Memory]]
[[Category:Skills]]
[[Category:Technical communication]]
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