EPILEPTIC SEIZURE DETECTION USING MODERN CLP AND DWT-RRCA DESIGN

Epileptic seizure detection with modern designs are becoming more popular in EEG signals because it consumes low power and area. Reducing power consumption and area in these modern design for the development of better, cheaper products and also minimizes failure in power related chip.CLP with Fourier Transform based seizure detection consumed more power and area. To overcome these drawbacks and in order to improve the application performance of these designs, various advanced blocks are needed for reducing the area which will be occupied by the whole epileptic seizure detection design. The CLP and DWT-RRCA design is necessary for the accurate low power epileptic seizure detection application. The low power and smaller area occupied in the coastline parameter and DWT-RRCA Design was estimated using the Xilinx ISE tool, that preferable for designing modern epileptic seizure devices.

[1]  Felice T. Sun,et al.  Responsive cortical stimulation for the treatment of epilepsy , 2011, Neurotherapeutics.

[2]  Pedro P. Irazoqui,et al.  A hardware-algorithm co-design approach to optimize seizure detection algorithms for implantable applications , 2010, Journal of Neuroscience Methods.

[3]  Kaushik Roy,et al.  An Optimal Algorithm for Low Power Multiplierless FIR Filter Design using Chebychev Criterion , 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

[4]  M. Kemal Kiymik,et al.  Comparison of STFT and wavelet transform methods in determining epileptic seizure activity in EEG signals for real-time application , 2005, Comput. Biol. Medicine.

[5]  Kaushik Roy,et al.  Low-Energy Two-Stage Algorithm for High Efficacy Epileptic Seizure Detection , 2015, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

[6]  Kaushik Roy,et al.  Low-power DWT-based quasi-averaging algorithm and architecture for epileptic seizure detection , 2010, 2010 ACM/IEEE International Symposium on Low-Power Electronics and Design (ISLPED).

[7]  Kaushik Roy,et al.  Variation-Aware Low-Power Synthesis Methodology for Fixed-Point FIR Filters , 2009, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

[8]  Kaushik Roy,et al.  A low-power implantable event-based seizure detection algorithm , 2009, 2009 4th International IEEE/EMBS Conference on Neural Engineering.