Article

Evoked Coherences of EEG in Mental Load: An Investigation in Chess Players

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Abstract

The present work investigates the validity of evoked coherences of the EEG as an indicator of mental load. Previous studies have shown that coherences of EEG, generally, react sensitively to subtle changes of a subject's mental date. Instead of the usually calculated ,,steady-state" values, the present study used evoked coherences, that, like evoked potentials, reflect neural information processing in the context of discrete events. Considering the well-known difficulties with the induction of mental load in laboratory conditions, especially in connection with EEG recording, chess playing was chosen as a model of mental activity. Chess diagrams of different complexity were presented for solution to 25 active members of chess clubs. For a differentiation between cognitive and perceptive load, a number of diagrams was provided with visual noise, which hampered recognition. Evoked coherences of EEG showed highly significant differences, nor only between perceptive and cognitive load, but also between different cognitive operations. In our experiment, perceptive load was reflected in the Theta frequency range, whereas cognitive load was reflected in Beta. A two-staged factor analysis procedure, in connection with a topological analysis, allowed the definition of cortical areas participating significantly in the discrimination of different conditions. The results were confirmed in a re-test study. Evoked coherences of EEG, thus, represent a sensitive tool for the investigation of mental load.

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... This paper presents a pilot study on the differences in evoked EEG coherence measures (computed as zero-lagged cross-correlation, "EC") between chess experts and novices while solving chess problems. One of our earlier investigations (Volke, 1999) had shown that both location and direction of EC changes in task processing (compared with a resting condition) depend on the degree of task performance. As a result we postulated that when solving the same tasks experts and novices would show different EC. ...
... In a more recent study (Volke et al., 1999), we investigated the evoked EEG coherence during the solution of different types of chess tasks. Significant differences were found between the coherence patterns, depending on the complexity of the task types. ...
Article
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This paper presents a pilot study on the differences in evoked EEG coherence measures (computed as zero-lagged cross-correlation, “EC”) between chess experts and novices while solving chess problems. One of our earlier investigations (Volke, 1999) had shown that both location and direction of EC changes in task processing (compared with a resting condition) depend on the degree of task performance. As a result we postulated that when solving the same tasks experts and novices would show different EC. The results of the recent study confirmed this supposition. Chess tasks of varying difficulty were presented to 25 chess players of different performance levels. The EEG was recorded from 29 positions (enhanced 10:20-system). EC were computed for post-stimulus intervals of 1.6s. A special averaging procedure (considering Fisher's Z transformation) was applied for summarizing the single EC of each type of task. These subject- and task-related EC-values (29 × 28/2 = 406 values per frequency band) were subjected to a MANOVA after a two-staged principal component analysis. Significant differences between experts and novices, compared with the resting condition, were found in the delta frequency range. The relevant cortical areas of experts, defined by a topological analysis of the differentiating principal components, were located rather posterior and more in the right hemisphere, compared with those of the novices. Furthermore, the essential EC of the experts showed higher values in the task situation (“on-coupling”), compared with the resting condition, whereas those of the novices were lower (“off-coupling”). The results are interpreted as a higher task-related functional integration of the cortical areas in experts.
... An increased quantity of visual noise emanating from a number of irrelevant or unwanted stimuli can increase the load on processing capacity. When the load on processing capacity is increased (particularly through visual noise), advertisement message distortion increases (Volke, Dettmar, Richter, Rudolph, & Buhss, 1999). ...
... Um campo bastante promissor para a medição da Carga Cognitiva tem sido a utilização de imagens neurológicas obtidas por meio da tomografia por emissão de pósitrons 53 (PET) e também por meio da ressonância magnética (VOLKE et al. 1999;GERLICK e JAUSOVEC, 1999;MURATA, 2005 Embora esse método seja rotineiramente utilizado para visualizar regiões do cérebro ativadas em estudos sobre a Memória de Trabalho envolvendo tarefas simples, tais como a memorização de palavras, compreensão de sentenças ou rotações visuais, ainda é inconclusivo para o estudo de processos de aprendizagem complexos e a conexão entre a carga sobre a Memória de Trabalho e a atividade no córtex préfrontal ainda não é completamente compreendida. Além do mais, a complexidade técnica do aparato de medida e as limitações práticas da duração e frequência dessas medições dificultam o seu uso em uma situação real de aprendizagem. ...
Thesis
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Como as limitações da Memória de Trabalho afetam o modo como se aprende, devem também, por óbvio, condicionar o modo como se ensina. A Teoria da Carga Cognitiva, tendo em vista essas limitações, oferece 29 diretrizes sobre como elaborar um ensino que diminua a Carga Cognitiva improdutivae, ao mesmo tempo, maximize a Carga Cognitiva produtiva para tornar a aprendizagem mais eficiente. Todas essas diretrizes fundamentam-se em experiências cientificas, não sendo, portanto, meros construtos teóricos. Embora a aplicação dessa Teoria seja de grande utilidade, existe um vazio na literatura acadêmica em língua portuguesa com relação a sua origem, desenvolvimento e aplicações. Esta dissertação reúne e disponibiliza os conhecimentos empíricos, teóricos e metodológicos acumulados sobre essa teoria, os quais são expostos historiando-se a origem e o desenvolvimento teórico/experimental das suas principais diretrizes, dos três tipos de Cargas Cognitivas (Intrínseca, Estranha e Relevante), e das “descobertas” dos Efeitos da Teoria da Carga Cognitiva: Efeito da Atenção Dividida, Efeito Modalidade, Efeito da Redundância, Efeito do Exemplo Resolvido e Efeito Reverso. Esta dissertação foi elaborada para ser utilizada por professores, pesquisadores e, por óbvio, professores-pesquisadores, sendo particularmente útil àqueles professores que necessariamente utilizam a "resolução de problemas" como parte de sua prática pedagógica.
... It is to be assumed that this theta over beta ratio mismatch is by itself rather a symptom of more fundamental underlying neuronal processes. It was shown that this ratio mismatch of the two frequency components is due to a lack in synchronization of cognitive feedback loops [37,38] (Barry et al., 2002; Chabot & Serfontein, 1996) Therefore ADHD patients suffer from the ability to adapt action pursuing and action controlling resp. correcting process to each other. ...
Article
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An EEG-Based audiovisual stimulation system was tested on a group of 32 ADHD patients. The efficacy was compared in a pre- and post analysis over a treatment period of 3 month with a control group and a group of patients with an EEGbased neurofeedback therapy. The number of impulsivity errors in a stop-signal paradigm at several distinct times during and after the therapy was used as a quality marker. The main feature of this method uses real-time-EEG data derived parameters for a controlled manipulation of EEG patterns with persistently strong audio-visual stimuli. It is based upon a direct feedback of changes in short-term coherences in the context of central nervous stimulus processing to control the stimulating frequency. The real-time EEG processing is done on the basis of time-dependent coherence analysis of the theta and beta band.
... Cognitive load can also be assessed by using neuro-imaging techniques. Though this is a promising field (see e.g., Gerlic and Jausovec 1999; Murata 2005; Smith and Jonides 1997; Volke et al. 1999) there are still questions on how to relate brain activations precisely to cognitive load. Overall, physiological measures show promise for assessing cognitive load but (still) have the disadvantage of being quite intrusive. ...
Article
Cognitive load is a theoretical notion with an increasingly central role in the educational research literature. The basic idea of cognitive load theory is that cognitive capacity in working memory is limited, so that if a learning task requires too much capacity, learning will be hampered. The recommended remedy is to design instructional systems that optimize the use of working memory capacity and avoid cognitive overload. Cognitive load theory has advanced educational research considerably and has been used to explain a large set of experimental findings. This article sets out to explore the open questions and the boundaries of cognitive load theory by identifying a number of problematic conceptual, methodological and application-related issues. It concludes by presenting a research agenda for future studies of cognitive load. KeywordCognitive load theory
... In an investigation of task-evoked EEG coherence during the solution of different types of chess tasks, a recent study [Volke et al., 1999] showed significant differences between the coherent patterns, which depend primarily on the complexity of the task. Simple and well-mastered tasks are accompanied usually with increased coherence between cortical regions, whereas poorly mastered tasks are accompanied with decreased coherence or desynchronization. ...
Article
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Our primary question was to learn whether mentally composing drawings of their own choice produce different brain electric features in artists and laymen. To this purpose, we studied multichannel electroencephalograph (EEG) signals from two broad groups (all participants were females): artists (professionally trained in visual arts) and non-artists (without any training in art). To assess the underlying synchronization, which is assumed to be the platform for general cognitive integration between different cortical regions, three measures inspired by nonlinear dynamical system theory were applied as follows: (1) index based on generalized synchronization; (2) index based on mean phase coherence; and (3) index of phase synchrony based on entropy. Results consistent over all three measures were as follows: comparing the tasks to rest, the artists showed significantly stronger short- and long-range delta band synchronization, whereas the non-artists showed enhancement in short-range beta and gamma band synchronization primarily in frontal regions; comparing the two groups during the tasks, the artists showed significantly stronger delta band synchronization and alpha band desynchronization than did the non-artists. Strong right hemispheric dominance in terms of synchronization was found in the artists. In artists, the higher synchrony in the low-frequency band is possibly due to the involvement of a more advanced long-term visual art memory and to extensive top-down processing. The results demonstrate that in artists, patterns of functional cooperation between cortical regions during mental creation of drawings were significantly different from those in non-artists.
Conference Paper
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Various studies on ADHD patients come to the conclusion that in the spontaneous EEG the low frequency theta-band (4-7Hz) is increased, whereas the beta-(14-18 Hz), alpha-band and the sensorimotor rhythm (SMR) is decreased compared to healthy volunteers. [1;2;3]. Therefore the theta/beta-ratio is considered to be a good indicator for the diagnosis of ADHD also shown in standardized behavioral studies. [4]. It was therefore not too far fetched to utilize neurofeedback - training for ADHD treatments using the theta/beta-band ratio as a parameter at first. But the application of neurofeedback methods for the ADHD therapy showed ambivalent results: whereas some studies concluded the evidence for the effectiveness of the method for children not responding to medical therapy, [5; 6; 7], other studies state no improvements of hardware – in – the – loop – technique compared to pharmaceutical treatment [8; 9] Of a more serious concern regarding the neurofeedback method could possibly be that the method requires a degree of concentration and learning ability, which is actually lacking in this group.
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