Ieee research paper on mind reading computer
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Mind reading: An automated classification of thought processes from imagery fMRI data Abstract: Automated interpretation and classification of functional MRI fMRI data is an emerging research field that enables the characterization of underlying cognitive processes with minimal human intervention. In this work, we present a method for automated classification of human thoughts reflected on an event-related paradigm using fMRI modality with significantly shortened data acquisition time less than a minute.
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Five healthy volunteers performed the tasks. The regions-of-interest ROIs were delineated from the activated regions that were consistently and exclusively activated during the training phase.
Extracted feature vectors of activations were recognized using a support vector machine SVM classifier.
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