Journals
2017" A Low Power Manycore Accelerator for Personalized Biomedical Applications "
IEEE Transactions on Very Large Scale Integration Systems, accepted August 2017. pdf download
" A Low Power Wearable Tongue Drive System for People with Severe Disabilities "
IEEE Transactions on Biomedical Circuits and Systems, Accepted August 2017. pdf download
" Heterogeneous HMC+DDRx Memory Management for Performance-Temperature Trade-offs "
ACM Journal on Emerging Technologies in Computing Systems (JETC), Accepted June 2017. pdf download
" Low Overhead CS-based Heterogeneous Framework for Big Data Acceleration "
ACM Transaction on Embedded Computing Systems, Accepted May 2017. pdf download
" Low Overhead Architectures for OMP Compressive Sensing Reconstruction Algorithm "
IEEE Transactions on Circuits and Systems I: Regular Papers, Volume: PP Issue: 99,pp. 1 - 13, January 2017, DOI: 10.1109/TCSI.2017.2648854 pdf download
" SPARCNet: A Hardware Accelerator for Efficient Deployment of Sparse Convolutional Networks "
ACM Journal on Emerging Technologies in Computing Systems (JETC), 13, 3, Article 31,May 2017, 32 pages, DOI: https://doi.org/10.1145/3005448 pdf download
"Real-Time Anomaly Detection Framework for Many-Core Router through Machine Learning Techniques"
In ACM Journal of Emerging Technologies in Computing Systems (JETC) 13, 1, Article 10, June 2016, 22 pages. DOI: https://doi.org/10.1145/2827699 pdf download
"A Flexible Multi-channel EEG Feature Extractor and Classifier for Seizure Detection"
Circuits and Systems II: Express Briefs, IEEE Transactions on vol. 62, no. 2, pp. 109–113, Feb 2015. pdf download
"Towards an Ultra Low Power On-board Processor for Tongue Drive System"
Circuits and Systems II: Express Briefs, IEEE Transactions on vol. 62, no. 2, pp. 174–178, Feb 2015. pdf download
"Polarization-Insensitive Phase-Transmultiplexing and Multicasting of CSRZ-OOK and 4 RZ-BPSK to 4 RZ-QPSK via XPM in a Birefringent PCF"
IEEE Photonics Journal , vol.6, no.2, pp.1,11, April 2014 doi: 10.1109/JPHOT.2014.2309642pdf download
"All Optical Amplitude-Phase Transmultiplexing of RZ-OOK and RZ-BPSK to RZ-QPSK by Polarization-Insensitive XPM using a Nonlinear Birefringent AlGaAs Waveguide"
Optics Express Journals, August 2013. pdf download
"LDPC Decoder with an Adaptive Wordwidth Datapath for Energy and BER Co-optimization"
In Journal of VLSI Signal Processing, February 2013. pdf download
Conference Papers
2017" An Embedded FPGA Accelerator for a Stand-alone Dual-Mode Assistive Device"
In Proceedings of IEEE Biomedical Circuits and Systems (BioCAS) Conference, 4 pages, October 2017. pdf download
" A Real-time Embedded FPGA Processor for a Stand-alone Dual-Mode Assistive Device "
In Proceedings of the 25th IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM), May 2017. pdf download
" An EEG Artifact Identification Embedded Hardware using ICA and Multi-Instance Learning "
In proceedings of the 50th IEEE International Symposium on Circuits and Systems (ISCAS), May 2017.
Invited
" A Scalable FPGA-based Accelerator for High-Throughput MCMC Algorithms "
In Proceedings of the 25th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM) May 2017. pdf download
" Big Vs. Little Core for Enenr-Effecient Hadoop Computing "
In proceedings of 2017 IEEE Design, Automation & Test in Europe Conference & Exhibition, March 2017. pdf download
" LESS: Big Data Sketching and Encryption on Low Power Platform "
In proceedings of 2017 IEEE Design, Automation & Test in Europe Conference & Exhibition, January 2017. pdf download
" Accelerating Convolutional Neural Network with FFT on Domain Speciï¬c Many-Core "
In proceedings of 50th IEEE International Symposium on Circuits and Systems (ISCAS), USA, May 2017, Best Paper Award-Honorary Mention
" PACENet: Energy Efficent Acceleration for Convolutional Network on Embedded Platform on Low Power Platform "
In proceedings of 50th IEEE International Symposium on Circuits and Systems (ISCAS), USA, May 2017.
Invited
" A Low-Power Multi-Physiological Monitoring Processor for Stress Detection "
In Proceedings of the IEEE sensors conference , 2016, pp. 1-3, doi:10.1109/ICSENS.2016.7808776. pdf download
" FPGA-Based Reduction Techniques for Efficient Deep Neural Network Deployment "
In Proceedings of the IEEE 24th International Symposium Field-Programmable Custom Computing Machines (FCCM), May 2016.pdf download
"CS-based Secured Big Data Processing on FPGA "
In Proceedings of the 24th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), May 2016. pdf download
" Low-Power Manycore Accelerator for Personalized Biomedical Applications "
In Proceedings of the 26th Edition of the Great Lakes Symposium on VLSI (GLSVLSI), May 2016. Best Paper Award pdf download
" Low Energy Sketching Engines on Many-Core Platform for Big Data Acceleration "
In Proceedings of the 26th Edition of the Great Lakes Symposium on VLSI (GLSVLSI), May 2016. pdf download
" Adaptive Real-time Trojan Detection Framework through Machine Learning "
In Hardware Oriented Security and Trust (HOST), 2015 IEEE International Symposium on, May 2016. pdf download
" Wearable Seizure Detection using Convolutional Neural Networks with Transfer Learning "
The 49th IEEE International Symposium on Circuits and Systems (ISCAS), Canada, May 2016. pdf download
Invited
" Sketching-Based High-Performance Biomedical Big Data Processing Accelerator "
The 49th IEEE International Symposium on Circuits and Systems (ISCAS), Canada, May 2016. pdf download
Invited
" SVM-based Real-Time Hardware Trojan Detection for Many-Core Platform "
In 17th International Symposium on Quality Electronic Design (ISQED), March 2016. pdf download
" A Low Power Wearable Tongue Drive System for People with Severe Disabilities"
In 2016 International Solid-State Circuits Conference Student Research Preview, January 2016.
" An Ultra Low Power System for Personalized, Wearable Seizure Detection "
In NIH-IEEE 2015 Strategic Conference on Healthcare Innovations and Point-of-Care Technologies for Precision Medicine, November 2015.pdf download
" An Ultra Low Power Tongue Drive System for Paralyzed Patients"
In NIH-IEEE 2015 Strategic Conference on Healthcare Innovations and Point-of-Care Technologies for Precision Medicine, November 2015. pdf download
" Live Demonstration: Towards an Ultra Low Power On-board Processor for Tongue Drive System"
In Biomedical Circuits and Systems Conference (BioCAS), 2015 IEEE, October 2015. pdf download
" A Low Power Seizure Detection Processor Based on Direct use of Compressively-Sensed Data and Employing a Deterministic Random Matrix"
In Biomedical Circuits and Systems Conference (BioCAS), 2015 IEEE, October 2015. pdf download
" Utilizing Deep Neural Nets for an Embedded ECG-based Biometric Authentication System"
In Biomedical Circuits and Systems Conference (BioCAS), 2015 IEEE, October 2015. pdf download
" An Ultra Low Power Feature Extraction and Classification System for Wearable Seizure Detection"
In proceedings of 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), August 2015. pdf download
Invited
" Accelerating Compressive Sensing Reconstruction OMP Algorithm with CPU, GPU, FPGA and Domain Specific Many-Core "
The 48th IEEE International Symposium on Circuits and Systems (ISCAS15), May 2015. pdf download
" Towards A Low Power Wearable Personalized Seizure Detection System"
In Proceedings of IEEE EMBS Brain Grand Challenges, Nov 2014.
"A Low Power On-board Processor for a Tongue Assistive Device"
Masters Thesis, EEHPC Laboratory, CSEE Department, University of Maryland Baltimore County, August 2014. pdf download
" A Parallel and Reconfigurable Architecture for Efficient OMP Compressive Sensing Reconstruction"
The 24th Annual Great Lakes Symposium on VLSI (GLSVLSI2014), May 2014. pdf download
"Exploiting STT-NV Technology for Reconfigurable, High Performance, Low Power, and Low Temperature Functional Unit Design "
The 24th Annual Great Lakes Symposium on VLSI (GLSVLSI�2014), May 2014. pdf download
"Comparing Raw Data and Feature Extraction for Seizure Detection with Deep Learning Methods "
In proceedings of The 27th International Conference of the Florida Artificial Intelligence Society (FLAIRS'27), May 2014. pdf download
"Parallel and Reconfigurable architectures for OMP compressive sensing reconstruction algorithm"
In proceedings of SPIE Sensing Technology and Applications, Baltimore, Maryland, May 2014.
"High Performance Architectures for OMP Compressive Sensing Reconstruction Algorithm"
J 39th Annual GOMACTech Conference, April 2014. pdf download
"Towards A Low Power FPGA Implementation for A Stand-Alone Intraoral Tongue Drive System"
39th Annual GOMACTech Conference, April 2014. pdf download
"Polarization-Insensitive Phase-transmultiplexing of CSRZ-OOK and RZ-BPSK to RZ-QPSK via XPM in a PCF"
Optical Fiber Communication Conference (OFC), March 2014. pdf download
"Algorithm Characterization and Implementation for Large Volume, High Resolution Multichannel Electroencephalography Data in Seizure Detection "
In proceedings of The 2014 NIST Data Science Symposium, March 2014. pdf download
"Deep Belief Networks used on High Resolution Multichannel Electroencephalography Data for Seizure Detection"
AAAI Spring Symposium, March 2014. pdf download
"Detection performance and hardware complexity analysis of radar compressive sensing for Noisy Signals"
Masters Thesis, EEHPC Laboratory, CSEE Department, University of Maryland Baltimore County, August 2013. pdf download
"An Efficient and Reconfigurable FPGA and ASIC Implementation of a Spectral Doppler Ultrasound Imaging System"
The 24th IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP 24),June 2013. pdf download
"A High-Performance, Low-Power, Many-Core Processor for DSP Applications"
Undergraduate Research Award(URA) Report, EEHPC Laboratory, CSEE Department, University of Maryland Baltimore County, May 2013.
"An Efficient Hardware Implementation and FPGA Demonstration of Spectral Doppler Ultrasound Imaging"
Best CSEE Research Review Award, April 2013.
"Detection performance of radar compressive sensing in noisy environments"
SPIE Conference on Defense, Security, and Sensing, April 2013. pdf download
"A 64-core platform for biomedical signal processing"
The International Symposium on Quality Electronic Design (ISQED), March 2013. pdf download
"Low complexity FPGA Implementation of Compressive Sensing Reconstruction"
International Conference on Computing, Networking and Communications, January 2013. pdf download
"An Efficient and Reconfigurable FPGA and ASIC Implementation of a Spectral Doppler Ultrasound Imaging System"
Undergraduate Research Award(URA) Report, EEHPC Laboratory, CSEE Department, University of Maryland Baltimore County, December 2012.
"An Efficient Network on Chip (NoC) for a Parallel, Low-Power, Low-Area Homogenous Many-Core DSP Platform"
Masters Thesis, EEHPC Laboratory, CSEE Department, University of Maryland Baltimore County, May 2012. pdf download
"High Performance Compressive Sensing Reconstruction Hardware with QRD Process"
IEEE International Symposium on Circuits and Systems (ISCAS ' 12), May 2012.pdf download
"A Many-Core Platform Implemented for Multi-Channel Seizure Detection"
IEEE International Symposium on Circuits & Systems (ISCAS ' 12), May 2012. pdf download
"Real-time Multi-channel Seizure Detection and Analysis Hardware"
Biomedical Circuits and Systems Conference (BIOCAS '11), November 2011. pdf download
"A Reduced Routing Network Architecture for Partial Parallel LDPC Decoders,"
Asilomar Conference on Signals, Systems and Computers (ACSSC ' 11), November 2011. pdf download
"Implementing Low Power Error Correction Hardware for Next Generation Communication Applications"
In Proceedings of the Grace Hopper Celebration of Women in Computing 2011 New Investigators Technical Papers, November 2011. (GHC '11)
"Low Power LDPC Decoder with Efficient Stopping Scheme for Undecodable Blocks"
In Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS'11), May 2011.pdf download
Invited
"Algorithms and Architectures for Efficient Low Density Parity Check (LDPC) Decoder Hardware,"
Ph.D Dissertation, Technical Report ECE-VCL-2010-11, VLSI Computation Laboratory, ECE Department, University of California, Davis, 2010.
"A Low-Complexity Message Passing Algorithm for Reduced Routing Congestion in LDPC Decoders,"
IEEE Transactions of Circuits and Systems I (TCAS-I), vol. 57, no. 5, pp. 1048-1061, May 2010.
Invited.
"A Split-Decoding Message Passing Algorithm for Low Density Parity Check Decoders,"
Journal of Signal Processing Systems for Signal, Image, and Video Technology, available online, Feb. 2010. 2009
" Trends and Challenges in LDPC Hardware Decoders,"
Asilomar Conference on Signals, Systems and Computers (ACSSC), November 2009.
Invited.
" High Throughput and Energy Efficient LDPC Decoders using Multi-Split-Row Threshold Method,"
TECHCON 2009, September 2009.
"An Improved Split-Row Thresholding Decoding Algorithm for LDPC Codes,"
IEEE International Conference on Communications (ICC'09), June 2009.
"Multi-Split-Row Threshold Decoding Implementations for LDPC Codes,"
IEEE International Symposium on Circuits and Systems (ISCAS'09), May 2009.
Christine Watnik, Anh T. Tran, Zhibin Xiao, Eric W. Work, Jeremy W. Webb, Paul V. Mejia, Bevan M. Baas,
"A 167-Processor Computational Platform in 65 nm CMOS,"
IEEE Journal of Solid-State Circuits (JSSC), vol. 44, no. 4, pp. 1130-1144, April 2009.
Invited.
"A Thresholding Algorithm for Improved Split-Row Decoding of LDPC Codes,"
Asilomar Conference on Signals, Systems and Computers (ACSSC), October 2008.
Paul Mejia, Anh Tran, Jeremy Webb, Eric Work, Zhibin Xiao, Bevan Baas,
"A 167-processor Computational Array for Highly-Efficient DSP and Embedded Application Processing,"
In Proceedings of the IEEE HotChips Symposium on High-Performance Chips, (HotChips 2008), August 2008.
Paul Mejia, Anh Tran, Jeremy Webb, Eric Work, Zhibin Xiao, Bevan Baas,
"A 167-processor 65 nm Computational Platform with Per-Processor Dynamic Supply Voltage and Dynamic Clock Frequency Scaling,"
Symposium on VLSI Circuits, June 2008, C3.1.
"Architecture and Evaluation of an Asynchronous Array of Simple Processors,"
Journal of VLSI Signal Processing Systems, March 2008.
"AsAP: An Asynchronous Array of Simple Processors,"
IEEE Journal of Solid-State Circuits (JSSC), vol. 43, no. 3, pp. 695-705, March 2008.
"An 18 Gbps 2048-bit 10GBASE-T Ethernet LDPC Decoder,"
IEEE International Solid-State Circuits Conference (ISSCC) 2008 Student Forum, February 2008.
"A Scalable Dual-Clock FIFO for Data Transfers between Arbitrary and Haltable Clock Domains,"
IEEE Transactions of Very Large Scale Integration Systems (TVLSI), vol. 15, no. 10, pp. 1125-1134, October 2007.
" High-Throughput LDPC Decoders Using A Multiple Split-Row Method,"
In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'07), April 2007.
"AsAP: A Fine-grain Multi-core Platform for DSP Applications,"
IEEE Micro, Volume 27, Number 2, March/April 2007.
Invited.
" Split-row: A Reduced Complexity, High Throughput LDPC Decoder Architecture",
In Proceedings of the IEEE International Conference of Computer Design (ICCD '06), October 2006.
"Hardware and Applications of AsAP: An Asynchronous Array of Simple Processors,"
In Proceedings of the IEEE HotChips Symposium on High-Performance Chips, (HotChips 2006), August 2006.
"An Asynchronous Array of Simple Processors for DSP Applications,"
In Proceedings of the IEEE International Solid-State Circuits Conference (ISSCC '06), February 2006, pp. 428-429, 663. 2005