DocumentCode :
3118075
Title :
Synchronization analysis of multi-channel EEG of schizophrenic during working-memory tasks
Author :
Pressman, A. ; Peled, A. ; Geva, A.B.
Author_Institution :
Dept. of Electr. & Comput. Eng., Ben-Gurion Univ. of the Negev, Beer-Sheva, Israel
fYear :
2000
fDate :
2000
Firstpage :
337
Lastpage :
341
Abstract :
A leading hypothesis suggests that schizophrenic patients suffer from a “disconnection syndrome”. A failure in functional connectivity curtails the cortical integration and network activation needed to perform working memory tasks. Multichannel EEG from 10 healthy people (control) and 10 schizophrenics have been used for the comparison of several channel synchronization-feature extraction methods such as correlation-coefficient, coherence, Omega complexity. In this study EEG samples are obtained selectively at the delay epochs of a delayed response working memory task. Results of the above methods indicate a difference in brain activity fronto- temporal channels between control and patient groups, indicating a lack of synchronization alteration ability in the patient group. These findings propose that schizophrenics probably “fail” to alter the neural networks of the temporal regions, networks involved in computation of the working memory task. A study of the evoke potential of the same data revealed no explicit waveform which indicates a working memory process, in either group. The latter indicates that the process is of a frequency-energy nature rather than of a temporal-transient one
Keywords :
electroencephalography; feature extraction; medical signal processing; neural nets; patient diagnosis; synchronisation; Omega complexity; brain activity fronto-temporal channels; channel synchronization-feature extraction methods; coherence; correlation-coefficient; cortical integration; delayed response working memory task; disconnection syndrome; evoke potential; frequency-energy process; functional connectivity; multi-channel EEG; network activation; neural networks; schizophrenic patients; schizophrenics; synchronization alteration ability; synchronization analysis; temporal regions; working-memory tasks; Biological neural networks; Biomedical engineering; Biomedical imaging; Brain; Delay; Electroencephalography; Frequency synchronization; Shape; Sorting; Spatial resolution;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical and electronic engineers in israel, 2000. the 21st ieee convention of the
Conference_Location :
Tel-Aviv
Print_ISBN :
0-7803-5842-2
Type :
conf
DOI :
10.1109/EEEI.2000.924416
Filename :
924416
Link To Document :
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