PROJECT TITLE :

Real-time mining of epileptic seizure precursors via nonlinear mapping and dissimilarity features

ABSTRACT:

We have a tendency to propose a novel approach for detecting precursors to epileptic seizures in intracranial electroencephalograms (iEEGs), which is based on the analysis of system dynamics. In the proposed scheme, the largest Lyapunov exponent (LLE) of wavelet entropy of the segmented EEG signals are thought-about because the discriminating features. Such features are processed by a support vector machine classifier, whose outcomes (the label and its chance for every LLE) are post-processed and fed into a unique call perform to work out whether or not the corresponding phase of the EEG signal contains a precursor to an epileptic seizure. The proposed theme is applied to the Freiburg data set, and the results show that seizure precursors are detected during a time frame that in contrast to alternative existing schemes is terribly much convenient to patients, with the sensitivity of 100percent and negligible false positive detection rates.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE :TSCA: A Temporal-Spatial Real-Time Charging Scheduling Algorithm for On-Demand Architecture in Wireless Rechargeable Sensor Networks - 2018ABSTRACT:The collaborative charging issue in Wireless Rechargeable Sensor
PROJECT TITLE :Enhanced Model and Real-Time Simulation Architecture for Modular Multilevel Converter - 2017ABSTRACT:This paper presents i) identical model of the [*fr1]-bridge modular multilevel converter (HB-MMC) that is suitable
PROJECT TITLE :Decentralized Voltage Regulation for PV Generation Plants Using Real-Time Pricing Strategy - 2017ABSTRACT:Photovoltaic (PV) generation may cause a voltage rise at the interconnection purpose due to reverse power
PROJECT TITLE :Real-time Implementation of a Three-phase THSeAF Based on VSC and P+R controller to Improve Power Quality of Weak Distribution Systems - 2017ABSTRACT:This paper proposes a completely unique three-section transformerless
PROJECT TITLE :Real-Time Hardware-in-the-Loop Simulation of Permanent Magnet Synchronous Motor Drives under Stator Faults - 2017ABSTRACT:Hardware-in-the-loop (HIL) testing ways can facilitate the event of control ways in an exceedingly

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry