- Open Access
Direct current induced short-term modulation of the left dorsolateral prefrontal cortex while learning auditory presented nouns
© Elmer et al; licensee BioMed Central Ltd. 2009
- Received: 04 February 2009
- Accepted: 15 July 2009
- Published: 15 July 2009
Little is known about the contribution of transcranial direct current stimulation (tDCS) to the exploration of memory functions. The aim of the present study was to examine the behavioural effects of right or left-hemisphere frontal direct current delivery while committing to memory auditory presented nouns on short-term learning and subsequent long-term retrieval.
Twenty subjects, divided into two groups, performed an episodic verbal memory task during anodal, cathodal and sham current application on the right or left dorsolateral prefrontal cortex (DLPFC).
Our results imply that only cathodal tDCS elicits behavioural effects on verbal memory performance. In particular, left-sided application of cathodal tDCS impaired short-term verbal learning when compared to the baseline. We did not observe tDCS effects on long-term retrieval.
Our results imply that the left DLPFC is a crucial area involved in short-term verbal learning mechanisms. However, we found further support that direct current delivery with an intensity of 1.5 mA to the DLPFC during short-term learning does not disrupt longer lasting consolidation processes that are mainly known to be related to mesial temporal lobe areas. In the present study, we have shown that the tDCS technique has the potential to modulate short-term verbal learning mechanism.
- Verbal Stimulus
- Sham Stimulation
- Left DLPFC
- Stimulation Mode
- Anodal Stimulation
Memory is a key issue in cognitive neuroscience and probably constitutes one of the most complex cognitive functions. The human memory system comprises various memory subtypes controlled by complex cortico-subcortical networks . The prefrontal cortex (PFC) is a core structure within these networks and plays an essential role in the integration of information and the management of multiple tasks . Indeed, the PFC is crucial in subserving higher cognitive functions like memory, planning, goal-oriented behaviour, role learning, attention and inhibition.
The advent of functional neuroimaging techniques has brought with it an accumulation of evidence pointing to the involvement of the prefrontal cortex in the encoding and retrieval of verbal and non-verbal stimuli [2–4], and in the control of working memory processes [5, 6]. There is also some evidence for functional asymmetries of the PFC during encoding and retrieval of verbal or nonverbal material. Several authors [7, 8] have emphasised that functional hemispheric dominance in memory tasks is contingent on the memory subprocesses involved and on the verbalisability of the stimuli, thus verbal stimuli recruiting more strongly left sided neural networks. While there is no doubt that the PFC is involved in learning processes, it is unclear as to whether and how strongly the PFC is engaged in controlling long-term memory processes. In this context, different lesion studies have not consistently shown memory impairments with frontal lesions .
We applied transcranial direct current stimulation (tDCS) with the aim of examining hemispheric dominance during an auditory verbal memory task. The decision to modulate the right and left PFC separately was motivated by the hemispheric encoding/retrieval asymmetry (HERA) model, which is a process-specific description of experimental data provided by a large set of functional neuroimaging studies . The tDCS technique enables the investigation of the role of particular brain areas in controlling various cognitive tasks by modulating the degree of cortical excitability with a weak electrical current in the form of direct current brain polarization [11, 12]. Depending on the polarity of the applied current, neural firing rates increase (anodal) or decrease (cathodal), this being probably due to an induced change in resting membrane potentials [13, 14]. The efficacy of tDCS to induce acute modifications of membrane polarity depends on current delivery which determines the induced electrical field strength, this being the quotient of current strength and electrode size . Data from animal studies suggest that direct current-induced changes in neuronal excitability persist beyond the period of stimulation when tDCS is applied for more than about 3 minutes and that it remains stable for at least 1 hour when delivered for longer than 10 minutes . Electrophysiological findings , neuroimaging studies [17, 18], and neural computation modelling  convincingly delineate the physiological effect of direct current application on the human brain.
Only a paucity of the tDCS studies to date has explored the modulation of prefrontal areas during explicit memory tasks and to our knowledge, none of these used auditory presented nouns as stimuli. For example, a previous research that evaluated the effect of tDCS on a visual letter working memory task reported that anodal stimulation of the left DLPFC increased performance accuracy when compared with sham stimulation (baseline) on the same side . Another study investigated consolidation of declarative memories  and found that bilateral anodal direct current stimulation at frontocortical electrode sites affected declarative memory when applied during sleep. Further evidence for the effect of direct current stimulation on memory functions in healthy humans arises from the same group. Marshall et al.  investigated the influence of direct current on a visual letter working memory task applying bilateral electrodes at fronto-lateral locations. The authors reported slowed reaction time during both anodal and cathodal stimulation, this suggesting that any kind of electrical stimulation hampers neuronal processes related to response selection and preparation. Otherwise, further research has evidenced facilitation of learning and memory processes by tDCS application to the prefrontal cortex [13, 23].
To our knowledge, none of the published studies presented auditory verbal stimuli during tDCS application in order to test its modulatory effect on both short-term learning and subsequent long-term retrieval. We therefore sought to use the tDCS method to examine the question of relative hemispheric specialisation of the DLPFC in auditory verbal learning mechanism. We hypothesised in view of the findings of some neuroimaging studies [7, 8] verbal learning should mainly be modulated by stimulation of the left prefrontal cortex. Secondly, based on a prior electrophysiological study with verbal material , we expected a better learning performance during anodal stimulation of the left DLPFC, and we assumed a decrease in performance during cathodal stimulation of the same hemisphere. Finally, we sought to find that DLPFC modulation during short-term learning will also influence long-term retrieval.
Twenty male volunteers (native Swiss-German) ranging in age from 19 to 26 years (mean age 22.3, SD 2.3) were recruited for the experiment. All participants were university students with a similar level of education (high school degree, mean years of education in school 14.45, SD 1.73). According to the Annett-Handedness-Questionnaire  all subjects were consistently right-handed, gave written consent in accordance with procedures approved by the local ethics committee (ethic committee of the canton of Zürich, specialized subcommittee for psychiatry, neurology and neurosurgery, Oetwil am See, Switzerland) and were paid for participation.
Procedure and stimuli
The participants were placed in a comfortable chair in front of a screen and two loudspeakers positioned at an angle of about 90 degrees in the horizontal plane and performed the experiment in a well-lit and quiet room. Volunteers were assigned to one of two groups each performing the same three stimulation blocks (anodal, cathodal and sham) in a randomised order. During the experiment, the participants fixated a small cross in the middle of the screen while single nouns were presented (loudness ~50 dB sound pressure level).
To assess short-term learning and long-term retrieval, three parallel forms of the VLMT test (Verbaler Lern- und Merkfähigkeitstest, i.e. verbal learning test, form A, C and D) were presented in randomized order across subjects and groups. In order to avoid ceiling effects, the original version of 15 semantically unrelated nouns was expanded to 25, controlling for word frequency (on the basis of a comprehensive search using the "google" search system)  and categories. The distractor lists of the original version were not applied and the participants performed only three instead of the five encoding runs of the original version. Every participant had 120 seconds after each encoding run for the immediate retrieval of the heard nouns. The participants had to speak the remembered nouns into a microphone and all responses were recorded. The total number of correctly remembered words after the third run was taken as an objective measure of short-term learning achievement . In accordance with the original VLMT test, late retrieval was tested about 25 minutes after the first encoding trial. The retrieval score was based on the number of correctly remembered words after the delay period .
Transcranial direct current stimulation (tDCS)
The experiment was conducted with a transcranial direct current stimulator. Current was transferred by a saline-soaked pair of surface sponge electrodes and delivered by a battery-driven constant current stimulator (eldith, neuroConn GmbH, Germany). The electrodes were applied unilaterally (i.e. to the right or left hemisphere) at fronto-lateral location (F3 or F4 according to the international 10/20 system) and over the mastoid. This method of DLPFC localisation has been used in previous studies [11, 20–22] and been confirmed as an appropriate method of localisation by neuronavigation techniques . The fronto-lateral electrodes we used had an area of 28 cm2 (7 cm × 4 cm). We choose a mastoid electrode with a larger surface (100 cm2, 10 cm × 10 cm) in order to reduce current density at the posterior-lateral brain side. Cathodal and anodal stimulation were delivered with a constant current of 1.5 mA. The baseline condition (sham) was performed without any tDCS influence. Stimulation was applied for a period of 5 minutes, with a linear fade in/fade out of 10 seconds and was congruent with the duration of the three encoding trials (see VLMT test). Anodal/cathodal/sham application was randomly controlled across subjects and groups. Both groups run through the same experimental setting but differed in stimulation side (right or left sided sham/cathodal/anodal current application).
The MWT (Mehrfachwahl-Wortschatz-Intelligenz-Test) is a clinical test for assessing the verbal intelligence quotient. The entire test can be executed in about 300 seconds and allows fast screening of general verbal intellectual capacities.
Each d2 short-term attention test had duration of 280 seconds. Score evaluation was based on the difference between the sum of correctly arranged items and the confusion errors . During the entire experiment, subjects performed a total of 4 d2 tests (see Figure 1). In order to avoid redundancy, the original version was scrambled, forming 4 parallel versions.
The applied NVLT test (nonverbaler Lerntest, i.e. non-verbal learning test) comprised 120 meaningless figures. Each figure was presented visually on the screen for 3 seconds. Eight figures were presented 5 times. The subject had to indicate by pressing a keyboard button whether the figures had been presented before or not. The performance scores were not further analysed because they were beyond the main interest of this study.
For the purpose of further data analysis it is important that both groups were comparable in the following task-relevant variables: age, years of education, verbal intelligence and short-term attention. It was also relevant that both groups showed a similar level of achievement during sham stimulation and that attention was comparable between both groups during the entire experiment. To control for the influence of these variables, we statistically compared the two groups.
Before subjecting age, years of education, intelligence/attention scores and VLMT performance during sham stimulation across both groups to parametrical statistical testing, we ascertained that data were normally distributed (Kolmogorov-Smirnov-test). T-tests for independent samples did not reveal significant differences in these control variables among groups. In addition we computed d2 scores in a 2 × 3 repeated-measure ANOVA looking for attention effects across groups among the three blocks. We tested the prerequisites for an analysis of variance, namely homogeneity of variances (Mauchly's test of sphericity) and normal data distribution (Kolmogorov-Smirnov-test). Neither the main effects "stimulation mode" (SM) and "group" (G) nor the interaction "stimulation mode" × "group" (SMG) reached significance. Thus we assumed a comparable attention level in both groups.
Short-term learning was quantified by evaluating the total number of remembered words after the third encoding run (see Figure 1). For this purpose, we computed a repeated-measure 3 × 2 ANOVA with the following independent variables: SM (sham/anodal/cathodal) and G (RHG and LHG). The ANOVA revealed no significant main effects but a significant SM × G interaction (SMG: F(1,18) = 7.2, p = .015, eta2 = .72).
Sham vs. Cathodal
We recorded the correctly remembered words after the delay period as the index for long-term retrieval. We computed a repeated-measure 3 × 2 ANOVA with the factors SM and G. The analysis revealed no significant main (SM, G) or interaction effects.
The aim of this study was to examine the behavioural effects of right and left-hemisphere frontal direct current delivery while memorizing auditory presented words on short-term learning and subsequent long-term retrieval. Our results provide evidence for a short-term effect that appeared not to influence consolidation mechanisms. As a main result, we found that left-side cathodal tDCS application induced poorer performance than sham tDCS application in the same area. Our results demonstrate that the left DLPFC is a crucial area involved in short-term verbal learning mechanisms and that tDCS is a suitable method that permits to modulate verbal memory functions. In line with this, several functional imaging studies consistently showed prefrontal activation during committing to memory various types of stimuli  but the issue of lateralization has been shown to depend on the material presented [7, 8] as well as on specific memory processes within the classical framework . Our results corroborate findings of various neuroimaging studies [33, 34] and confirm the relevance of the left prefrontal area regarding learning processes of auditory presented verbal contents.
Only few tDCS studies to date have focussed on memory functions, and none of these used auditory presented verbal stimuli. Previous tDCS studies mainly collected behavioural data by performing verbal or non-verbal working memory tasks, disregarding other subtypes of memory functions. For example, by using visually presented verbal stimuli Fregni et al.  and also Marshall et al.  tested the possibility of influencing frontal-lateral brain areas performing verbal working memory tasks. Both studies produced controversial results. Marshall et al. applied bilateral electrodes on the DLPFC and reported slowed reaction times during both anodal and cathodal stimulation compared with sham. Fregni et al. reported that anodal stimulation of the left PFC lead to an increased performance compared with sham stimulation. In contrast, our results using auditory stimuli show that cathodal but not anodal stimulation of the left hemisphere significantly alters short-term learning performance. Therefore, our results lead us to suggest that cathodal stimulation over the left DLPFC provokes a direct or indirect down-regulation of brain areas involved in short-term auditory verbal learning mechanisms. Furthermore, our results are congruent with a recently published study  that demonstrated the potential of cathodal direct current stimulation to modulate the functional contribution of posterior-lateral brain areas for tone memory processes.
Our results suggest a pattern of material specific activation principally involving the left language-dominant hemisphere. Somewhat deviating from the HERA model , our results suggest that task-related activation was lateralized primarily according to the nature of the material (verbal) rather than the stage of episodic operations involved (encoding or retrieval). In line with this, Wagner et al.  revealed a pattern of material-specific left-sided prefrontal activation that was similar during episodic encoding as well as retrieval of visual presented verbal contents using fMRI. In a further fMRI investigation Lidaka et al.  demonstrated a strong relationship between retrieval success for words and activation in the left prefrontal cortex. The results of these two studies are also consistent with neuropsychological evidence that left and right frontal lesions differentially impact verbal and non-verbal episodic memory , such that left frontal lesions more strongly impair verbal episodic memory functions. In general, our findings replicate previous reports on the functional material-specific asymmetry of prefrontal activation during verbal episodic memory tasks [8, 34, 37].
Memory scores & forgetting rates
A methodological limitation of tDCS protocols is the low spatial resolution and the fact that the modulation of a particular brain area's response to a certain stimulation reflects a limited view of a large-scale functional network . Consequently, the tDCS method implies that a distinct brain region is involved in computational processes that are in fact part of a more complex system .
The aim of the present study was to examine hemispheric dominance while learning auditory presented nouns. We designed a study in which the participants memorized auditory presented verbal stimuli while direct current stimulation was delivered to the DLPFC with a view to examining the modulatory impact of this on short-term learning and long-term retrieval. We examined the behavioural effects of both left and right-side stimulation to gain more knowledge about the distinct or overlapping neural networks involved in learning verbal stimuli. To our knowledge, none of the studies that have applied tDCS to address issues in memory research have presented auditory verbal stimuli to test the effects of direct current on both short-term learning and subsequent long-term retrieval.
Our results indicate that only cathodal tDCS elicits short-term behavioural effects on verbal memory performance. In particular, left-sided stimulation impaired memory performance compared with sham tDCS. The present study demonstrates that the left DLPFC plays a pivotal role while learning auditory presented verbal stimuli. It is remarkable that a complex cognitive function such as verbal memory can be modulated by external stimulation of the brain.
The tDCS technique has a great potential for future applications. Due to the ease of utilisation, the tDCS method enables the testing of hypotheses on memory functions that emerging from basic neuroscience studies and neuroimaging protocols in humans with and without brain lesions . Furthermore, the tDCS application could be a fruitful approach for the treatment of pathologies affecting memory functions.
During the preparation of this manuscript SE, MB, BR, MM & LJ were supported by Schweizer National Fonds (Swiss National Foundation) SNF grant 46234101 and SNF grant 3200B0-105877.
- Rami L, Gironell A, Kulisevsky J, Garcia-Sanchez C, Berthier M, Estevez-Gonzalez A: Effects of repetitive transcranial magnetic stimulation on memory subtypes: a controlled study. Neuropsychologia. 2003, 41: 1877-1883. 10.1016/S0028-3932(03)00131-3.View ArticlePubMedGoogle Scholar
- Reynolds JR, McDermott KB, Braver TS: A direct comparison of anterior prefrontal cortex involvement in episodic retrieval and integration. Cereb Cortex. 2006, 16: 519-528. 10.1093/cercor/bhi131.View ArticlePubMedGoogle Scholar
- Ragland JD, Gur RC, Valdez J, Turetsky BI, Elliott M, Kohler C, Siegel S, Kanes S, Gur RE: Event-related fMRI of frontotemporal activity during word encoding and recognition in schizophrenia. Am J Psychiatry. 2004, 161: 1004-1015. 10.1176/appi.ajp.161.6.1004.PubMed CentralView ArticlePubMedGoogle Scholar
- Staresina BP, Davachi L: Differential encoding mechanisms for subsequent associative recognition and free recall. J Neurosci. 2006, 26: 9162-9172. 10.1523/JNEUROSCI.2877-06.2006.View ArticlePubMedGoogle Scholar
- Crottaz-Herbette S, Anagnoson RT, Menon V: Modality effects in verbal working memory: differential prefrontal and parietal responses to auditory and visual stimuli. Neuroimage. 2004, 21: 340-351. 10.1016/j.neuroimage.2003.09.019.View ArticlePubMedGoogle Scholar
- Honey GD, Bullmore ET, Sharma T: Prolonged reaction time to a verbal working memory task predicts increased power of posterior parietal cortical activation. Neuroimage. 2000, 12: 495-503. 10.1006/nimg.2000.0624.View ArticlePubMedGoogle Scholar
- Opitz B, Mecklinger A, Friederici AD: Functional asymmetry of human prefrontal cortex: Encoding and retrieval of verbally and nonverbally coded information. Learn Mem. 2000, 7: 85-96. 10.1101/lm.7.2.85.PubMed CentralView ArticlePubMedGoogle Scholar
- Wagner AD, Poldrack RA, Eldridge LL, Desmond JE, Glover GH, Gabrieli JDE: Material-specific lateralization of prefrontal activation during episodic encoding and retrieval. Neuroreport. 1998, 9: 3711-3717.View ArticlePubMedGoogle Scholar
- Fletcher PC, Henson RN: Frontal lobes and human memory – Insights from functional neuroimaging. Brain. 2001, 124: 849-881. 10.1093/brain/124.5.849.View ArticlePubMedGoogle Scholar
- Habib R, Nyberg L, Tulving E: Hemispheric asymmetries of memory: the HERA model revisited. Trends Cogn Sci. 2003, 7: 241-245. 10.1016/S1364-6613(03)00110-4.View ArticlePubMedGoogle Scholar
- Beeli G, Koeneke S, Gasser K, Jancke L: Brain stimulation modulates driving behavior. Behav Brain Funct. 2008, 4: 34-10.1186/1744-9081-4-34.PubMed CentralView ArticlePubMedGoogle Scholar
- Beeli G, Casutt G, Baumgartner T, Jancke L: Modulating presence and impulsiveness by external stimulation of the brain. Behav Brain Funct. 2008, 4: 33-10.1186/1744-9081-4-33.PubMed CentralView ArticlePubMedGoogle Scholar
- Floel A, Cohen LG: Contribution of noninvasive cortical stimulation to the study of memory functions. Brain Res Rev. 2007, 53: 250-259. 10.1016/j.brainresrev.2006.08.006.View ArticlePubMedGoogle Scholar
- Nitsche MA, Paulus W: Sustained excitability elevations induced by transcranial DC motor cortex stimulation in humans. Neurology. 2001, 57: 1899-1901.View ArticlePubMedGoogle Scholar
- Nitsche MA, Cohen LG, Wassermann EM, Priori A, Lang N, Antal A, Paulus W, Hummel F, Boggio PS, Fregni F, Pascual-Leone A: Transcranial direct current stimulation: State of the art 2008. Brain Stimulat. 2008, 1: 206-223. 10.1016/j.brs.2008.06.004.View ArticleGoogle Scholar
- Ardolino G, Bossi B, Barbieri S, Priori A: Non-synaptic mechanisms underlie the after-effects of cathodal transcutaneous direct current stimulation of the human brain. J Physiol. 2005, 568: 653-663. 10.1113/jphysiol.2005.088310.PubMed CentralView ArticlePubMedGoogle Scholar
- Baudewig J, Nitsche MA, Paulus W, Frahm J: Regional modulation of BOLD MRI responses to human sensorimotor activation by transcranial direct current stimulation. Magn Reson Med. 2001, 45: 196-201. 10.1002/1522-2594(200102)45:2<196::AID-MRM1026>3.0.CO;2-1.View ArticlePubMedGoogle Scholar
- Nitsche MA, Niehaus L, Hoffmann KT, Hengst S, Liebetanz D, Paulus W, Meyer BU: MRI study of human brain exposed to weak direct current stimulation of the frontal cortex. Clin Neurophysiol. 2004, 115: 2419-2423. 10.1016/j.clinph.2004.05.001.View ArticlePubMedGoogle Scholar
- Miranda PC, Lomarev M, Hallett M: Modeling the current distribution during transcranial direct current stimulation. Clin Neurophysiol. 2006, 117: 1623-1629. 10.1016/j.clinph.2006.04.009.View ArticlePubMedGoogle Scholar
- Fregni F, Boggio PS, Nitsche M, Bermpohl F, Antal A, Feredoes E, Marcolin MA, Rigonatti SP, Silva MTA, Paulus W, Pascual-Leone A: Anodal transcranial direct current stimulation of prefrontal cortex enhances working memory. Exp Brain Res. 2005, 166: 23-30. 10.1007/s00221-005-2334-6.View ArticlePubMedGoogle Scholar
- Marshall L, Molle M, Hallschmid M, Born J: Transcranial direct current stimulation during sleep improves declarative memory. J Neurosci. 2004, 24: 9985-9992. 10.1523/JNEUROSCI.2725-04.2004.View ArticlePubMedGoogle Scholar
- Marshall L, Molle M, Siebner HR, Born J: Bifrontal transcranial direct current stimulation slows reaction time in a working memory task. BMC Neurosci. 2005, 6: 23-10.1186/1471-2202-6-23.PubMed CentralView ArticlePubMedGoogle Scholar
- Kincses TZ, Antal A, Nitsche MA, Bartfai O, Paulus W: Facilitation of probabilistic classification learning by transcranial direct current stimulation of the prefrontal cortex in the human. Neuropsychologia. 2004, 42: 113-117. 10.1016/S0028-3932(03)00124-6.View ArticlePubMedGoogle Scholar
- Annett M: A Classification of Hand Preference by Association Analysis. Br J Psychol. 1970, 61: 303-321.View ArticlePubMedGoogle Scholar
- PRAAT. [http://www.fon.hum.uva.nl/praat/]
- Neurobehavioral Systems. [http://www.neurobs.com]
- Google. [http://www.google.com]
- Lux S, Helmstaedter C, Elger CE: Normative study on the "Verbaler Lern- und Merkfahigkeitstest" (VLMT). Diagnostica. 1999, 45: 205-211. 10.1026//0012-19126.96.36.199.View ArticleGoogle Scholar
- Herwig U, Satrapi P, Schonfeldt-Lecuona C: Using the International 10–20 EEG system for positioning of transcranial magnetic stimulation. Brain Topogr. 2003, 16: 95-99. 10.1023/B:BRAT.0000006333.93597.9d.View ArticlePubMedGoogle Scholar
- Testzentrale. [http://www.testzentrale.de]
- Floel A, Poeppel D, Buffalo EA, Braun A, Wu CWH, Seo HJ, Stefan K, Knecht S, Cohen LG: Prefrontal cortex asymmetry for memory encoding of words and abstract shapes. Cereb Cortex. 2004, 14: 404-409. 10.1093/cercor/bhh002.View ArticlePubMedGoogle Scholar
- Cabeza R, Nyberg L: Imaging cognition II: An empirical review of 275 PET and fMRI studies. J Cogn Neurosci. 2000, 12: 1-47. 10.1162/08989290051137585.View ArticlePubMedGoogle Scholar
- Leube DT, Erb M, Grodd W, Bartels M, Kircher TTJ: Differential activation in parahippocampal and prefrontal cortex during word and face encoding tasks. Neuroreport. 2001, 12: 2773-2777. 10.1097/00001756-200108280-00035.View ArticlePubMedGoogle Scholar
- Iidaka T, Sadato N, Yamada H, Yonekura Y: Functional asymmetry of human prefrontal cortex in verbal and non-verbal episodic memory as revealed by fMRI. Brain Res Cogn Brain Res. 2000, 9: 73-83. 10.1016/S0926-6410(99)00047-6.View ArticlePubMedGoogle Scholar
- Vines BW, Schnider NM, Schlaug G: Testing for causality with transcranial direct current stimulation: pitch memory and the left supramarginal gyrus. Neuroreport. 2006, 17: 1047-1050. 10.1097/01.wnr.0000223396.05070.a2.PubMed CentralView ArticlePubMedGoogle Scholar
- Milner B, Corsi P, Leonard G: Frontal-Lobe Contribution to Recency Judgments. Neuropsychologia. 1991, 29: 601-618. 10.1016/0028-3932(91)90013-X.View ArticlePubMedGoogle Scholar
- Buckner RL, Kelley WH, Petersen SE: Frontal cortex contributes to human memory formation. Nat Neurosci. 1999, 2: 311-314. 10.1038/7221.View ArticlePubMedGoogle Scholar
- Helmstaedter C, Grunwald T, Lehnertz K, Gleissner U, Elger CE: Differential involvement of left temporolateral and temporomesial structures in verbal declarative learning and memory: Evidence from temporal lobe epilepsy. Brain Cogn. 1997, 35: 110-131. 10.1006/brcg.1997.0930.View ArticlePubMedGoogle Scholar
- Morris RG: Elements of a neurobiological theory of hippocampal function: the role of synaptic plasticity, synaptic tagging and schemas. Eur J Neurosci. 2006, 23: 2829-2846. 10.1111/j.1460-9568.2006.04888.x.View ArticlePubMedGoogle Scholar
- Sparing R, Dafotakis M, Hesse MD, Fink GR: Enhancing language performance with transcranial direct current stimulation in healthy humans: implications for rehabilitation and recovery of function after stroke. J Neurol. 2007, 254: 65-Google Scholar
- Catani M, Ffytche DH: The rises and falls of disconnection syndromes. Brain. 2005, 128: 2224-2239. 10.1093/brain/awh622.View ArticlePubMedGoogle Scholar
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