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Koushik Maharatna
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Publications
- 2019
- [j30]Madhuri Panwar, Dwaipayan Biswas, Harsh Bajaj, Michael Jöbges, Ruth Turk, Koushik Maharatna, Amit Acharyya:
Rehab-Net: Deep Learning Framework for Arm Movement Classification Using Wearable Sensors for Stroke Rehabilitation. IEEE Trans. Biomed. Eng. 66(11): 3026-3037 (2019) - 2018
- [c35]Dwaipayan Biswas, Zixuan Ye, Evangelos B. Mazomenos, Michael Jöbges, Koushik Maharatna:
CORDIC Framework for Quaternion-based Joint Angle Computation to Classify Arm Movements. ISCAS 2018: 1-5 - 2017
- [j26]Dwaipayan Biswas, Koushik Maharatna, Goran Panic, Evangelos B. Mazomenos, Josy Achner, Jasmin Klemke, Michael Jöbges, Steffen Ortmann:
Low-Complexity Framework for Movement Classification Using Body-Worn Sensors. IEEE Trans. Very Large Scale Integr. Syst. 25(4): 1537-1548 (2017) - [j25]Bhagyaraja Adapa, Dwaipayan Biswas, Swati Bhardwaj, Shashank Raghuraman, Amit Acharyya, Koushik Maharatna:
Coordinate Rotation-Based Low Complexity K-Means Clustering Architecture. IEEE Trans. Very Large Scale Integr. Syst. 25(4): 1568-1572 (2017) - [c33]Madhuri Panwar, Sristi Ram Dyuthi, Konkimalla Chandra Prakash, Dwaipayan Biswas, Amit Acharyya, Koushik Maharatna, Arvind Gautam, Ganesh R. Naik:
CNN based approach for activity recognition using a wrist-worn accelerometer. EMBC 2017: 2438-2441 - [c32]Chandrajit Pal, Dwaipayan Biswas, Koushik Maharatna, Amlan Chakrabarti:
Architecture for complex network measures of brain connectivity. ISCAS 2017: 1-4 - 2016
- [j23]Evangelos B. Mazomenos, Dwaipayan Biswas, Andy Cranny, Amal Rajan, Koushik Maharatna, Josy Achner, Jasmin Klemke, Michael Jobges, Steffen Ortmann, Peter Langendörfer:
Detecting Elementary Arm Movements by Tracking Upper Limb Joint Angles With MARG Sensors. IEEE J. Biomed. Health Informatics 20(4): 1088-1099 (2016) - [c31]Valentina Bono, Dwaipayan Biswas, Saptarshi Das, Koushik Maharatna:
Classifying human emotional states using wireless EEG based ERP and functional connectivity measures. BHI 2016: 200-203 - [c30]Dwaipayan Biswas, Valentina Bono, Michael Scott-South, Shre Kumar Chatterjee, Anna Soska, Steve Snow, Catherine J. Noakes, Janet F. Barlow, Koushik Maharatna, m. c. schraefel:
Analysing wireless EEG based functional connectivity measures with respect to change in environmental factors. BHI 2016: 599-602 - 2015
- [j21]Dwaipayan Biswas, Koushik Maharatna:
A CORDIC-Based Low-Power Statistical Feature Computation Engine for WSN Applications. Circuits Syst. Signal Process. 34(12): 4011-4028 (2015) - [c28]Dwaipayan Biswas, Gerry Juans Ajiwibawa, Koushik Maharatna, Andy Cranny, Josy Achner, Jasmin Klemke, Michael Jobges:
Real-time arm movement recognition using FPGA. ISCAS 2015: 766-769 - 2014
- [c27]Dwaipayan Biswas, Andy Cranny, Ahmed Rahim, Nayaab Gupta, Nick R. Harris, Koushik Maharatna, Steffen Ortmann:
On the sensor choice and data analysis for classification of elementary upper limb movements. BHI 2014: 744-747 - [c25]Dwaipayan Biswas, Andy Cranny, Nayaab Gupta, Koushik Maharatna, Steffen Ortmann:
Recognition of Elementary Upper Limb Movements in an Activity of Daily Living Using Data from Wrist Mounted Accelerometers. ICHI 2014: 232-237 - 2013
- [j14]Evangelos B. Mazomenos, Dwaipayan Biswas, Amit Acharyya, Taihai Chen, Koushik Maharatna, James Rosengarten, John M. Morgan, Nick Curzen:
A Low-Complexity ECG Feature Extraction Algorithm for Mobile Healthcare Applications. IEEE J. Biomed. Health Informatics 17(2): 459-469 (2013) - 2012
- [c21]Dwaipayan Biswas, Evangelos B. Mazomenos, Koushik Maharatna:
ECG compression for remote healthcare systems using selective thresholding based on energy compaction. ISSSE 2012: 1-6
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