2022
____________________________________________________________________________
High-Rate Machine Learning for Forecasting Time-Series Signals
| publication: | Proc. 30th IEEE International Conference on Field Programmable Custom Computing Machines (FCCM 2022). |
| authors: | Atiyehsadat Panahi, Ehsan Kabir, Austin Downey, David Andrews, Miaoqing Huang, Jason D. Bakos |
| document: | [ 
View the PDF ] |
High-Rate Machine Learning for Forecasting Time-Series Signals
| publication: | MDPI Electronics, 11(9), 2022, doi:10.3390/electronics11091417. |
| authors: | Hung-Tien Huang, Austin R.J. Downey, and Jason D. Bakos |
| document: | [
View the PDF ] |
High-Rate Machine Learning for Forecasting Time-Series Signals
| publication: | Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2022. SPIE, Apr 2022. doi:10.1117/12.2613208. |
| authors: | Emmanuel Ogunniyi, Austin R. J. Downey, Jason Bakos |
| document: | [
View the PDF ] |
Deterministic and low-latency time-series forecasting of nonstationary signals |
||
| publication: | Active and Passive Smart Structures and Integrated Systems XVI. SPIE, apr 2022. doi:10.1117/12.2629025. | |
| authors: | Puja Chowdhury, Vahid Barzegar, Joud Satme, Austin Downey, Simon Laflamme, Jason D. Bakos, Chao Hu | |
| document: |
[ |
|
Compensation technique for accurate acceleration measurements using a UAV deployable and retrievable sensor package |
||
| publication: | Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2022. SPIE, apr 2022. doi:10.1117/12.2612945. | |
| authors: | Joud Satme, Corinne Smith, Austin R. J. Downey, Jason D. Bakos, Nikolaos Vitzilaios, Dimitris Rizos | |
| document: |
[ |
|
Synthesizing Dynamic Time-series Data for Structures Under Shock Using Generative Adversarial Networks |
||
| publication: | Data Science in Engineering, Volume 10, 2022. | |
| authors: | Zhymir Thompson, Austin Downey, Jason Bakos, Jie Wei | |
| document: |
[ |
|
2021
|
||
Real-time Forecasting of Vibrations with Nonstationarities |
||
| publication: | Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021, Springer International Publishing, p. 21-29, Oct 2021. Feb 2021, doi:10.1007/978-3-030-76004-5_4. | |
| authors: | Ishrat Singh, Philip Conrad, Puja Chowdhury, Jason D. Bakos, Austin Downey | |
| document: |
[ |
|
Time Series Forecasting for Structures Subjected to Nonstationary Inputs |
||
| publication: | Proceedings of the ASME 2021 Conference on Smart Materials, Adaptive Structures and Intelligent Systems (SMASIS 2021), doi:10.1115/SMASIS2021-68338. | |
| authors: | Puja Chowdhury, Philip Conrad, Jason D. Bakos, Austin Downey | |
| document: |
[ |
|
2019
|
||
An Overlay Architecture for Pattern Matching |
||
| publication: | Proc. 30th IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP 2019). | |
| authors: | Rasha Karakchi, Charles A. Daniels, Jason D. Bakos | |
| document: |
[ |
|
OpenVX Graph Optimization for Visual Processor Units |
||
| publication: | Proc. 30th IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP 2019). | |
| authors: | Madushan Abeysinghe, Jesse Villarreal, Lucas Weaver, Jason D. Bakos | |
| document: |
[ |
|
2018
|
||
Fast Coordination of Power Electronic Converters for Energy Routing in Shipboard Power Systems |
||
| publication: | Proc. 2018 International Ship Control Systems Symposium (iSCSS 2018). | |
| authors: | H. L. Ginn III, J. D. Bakos, A. Benigni | |
| document: |
[ |
|
2017
|
||
A Dynamically Reconfigurable Automata Processor Overlay |
||
| publication: | Proc. International Conference on Reconfigurable Computing and FPGAs 2017 (ReConFig 2017). | |
| authors: | Rasha Karakchi, Lothrop O. Richards, and Jason D. Bakos | |
| document: |
[ |
|
Control System Communication Architecture for Power Electronic Building Blocks |
||
| publication: | Proc. IEEE Electric Ship Technologies Symposium 2017 (ESTS 2017). | |
| authors: | Ivan Panchenko, Jason D. Bakos, Herbert L. Ginn | |
| document: |
[ |
|
System-Level, FPGA-Based, Real-Time Simulation of Ship Power Systems |
||
| publication: | IEEE Trans. on Energy Conversion Systems, Vol. 32, No. 2. | |
| authors: | Matthew Milton, Andrea Benigni, Jason Bakos | |
| document: |
[ |
|
2016
|
||
High-Level Synthesis of a Genomic Database Search Engine |
||
| publication: | Proc. 2016 International Conference on Reconfigurable Computing and FPGAs (ReConFig 2016). | |
| authors: | Rasha Karakchi, Jordan Bradshaw, Jason D. Bakos | |
| document: |
[ |
|
Two-Hit Filter Synthesis for Genomic Database Search |
||
| publication: | Proc. 24th IEEE International Symposium on Field-Programmable Custom Computing Machines. | |
| authors: | Jordan Bradshaw, Rasha Karakchi, Jason D. Bakos | |
| document: |
[ |
|
2015
|
||
Embedded Systems: ARM Programming and Optimization |
||
| publication: | Elsevier, 2015 (textbook). | |
| authors: | Jason D. Bakos | |
Memory Interface Design for 3D Stencil Kernels on a Massively Parallel Memory System |
||
| publication: | ACM Transactions on Reconfigurable Technology and Systems (TRETS), Vol. 8, Issue 4, 2015. | |
| authors: | Zheming Jin, Jason D. Bakos | |
| document: |
[ |
|
2014
|
||
Lucas-Kanade Optical Flow Estimation on the TI C66x Digital Signal Processor |
||
| publication: | Proc. 18th Annual IEEE High Performance Extreme Computing Conference (HPEC 2014), Sept. 2014. | |
| authors: | Fan Zhang, Yang Gao, Jason D. Bakos | |
| document: |
[ |
|
Sparse Matrix-Vector Multiply on the Keystone II Digital Signal Processor |
||
| publication: | Proc. 18th Annual IEEE High Performance Extreme Computing Conference (HPEC 2014), Sept. 2014. | |
| authors: | Yang Gao, Fan Zhang, Jason D. Bakos | |
| document: |
[ |
|
Large-scale Pairwise Sequence Alignments on a Large-scale GPU Cluster |
||
| publication: | IEEE Design and Test, January/February 2014. | |
| authors: | Ibrahim Savran, Yang Gao, Jason D. Bakos | |
| document: |
[ |
|
2013
|
||
Accuracy, Cost, and Performance Tradeoffs for Floating-Point Accumulation |
||
| publication: | Proc. 2013 International Conference on Reconfigurable Computing and FPGAs (ReConFig 2013). | |
| authors: | Krishna Nagar, Jason D. Bakos | |
| document: |
[ |
|
Sparse Matrix-Vector Multiply on the Texas Instruments C6678 Digital Signal Processor |
||
| publication: | Proc. The 24th IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP 2013), Washington D.C., June 5-7, 2013. | |
| authors: | Yang Gao, Jason D. Bakos | |
| document: |
[ |
|
Memory Access Scheduling on the Convey HC-1 |
||
| publication: | Proc. The 21st IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM'13), Seattle, Washington, April 28-30, 2013. | |
| authors: | Zheming Jin, Jason D. Bakos | |
| document: |
[ |
|
Accelerating Frequent Itemset Mining on Graphics Processing Units |
||
| publication: | Journal of Supercomputing, February 2013, DOI 10.1007/s11227-013-0887-x. | |
| authors: | Fan Zhang, Yan Zhang, Jason D. Bakos | |
| document: |
[ |
|
A Heuristic Scheduler for Port-Constrained Floating-Point Pipelines |
||
| publication: | International Journal of Reconfigurable Computing, Vol. 2013, Article ID 849545, 9 pages, 2013. doi:10.1155/2013/849545. | |
| authors: | Zheming Jin, Jason D. Bakos | |
| document: |
[ |
|
Extending the BEAGLE Library to a Multi-FPGA Platform |
||
| publication: | BMC Bioinformatics, BMC Bioinformatics 2013, 14:25. | |
| authors: | Zheming Jin, Jason D. Bakos | |
| document: |
[ |
|
An FPGA-Based Accelerator for Frequent Itemset Mining |
||
| publication: | ACM Trans. Reconfigurable Technology and Systems (TRETS), Vol. 6, Issue 1, May 2013. | |
| authors: | Yan Zhang, Fan Zhang, Zheming Jin, Jason D. Bakos | |
| document: |
[ |
|
2012
|
||
GPU Acceleration of Pyrosequencing Noise Removal |
||
| publication: | Proc. 2012 Symposium on Application Accelerators in High Performance Computing (SAAHPC 2012), Argonne National Laboratory, July 10-11, 2012. | |
| authors: | Yang Gao, Jason D. Bakos | |
| document: |
[ |
|
A Cluster-on-a-Chip Architecture for High-Throughout Phylogeny Search |
||
| publication: | IEEE Trans. on Parallel and Distributed Systems, Vol. 23, No. 4, April 2012. | |
| authors: | Tiffany M. Mintz, Jason D. Bakos | |
| document: |
[ |
|
2011
|
||
Frequent Itemset Mining on Large-Scale Shared Memory Machines |
||
| publication: | Proc. IEEE International Conference on Cluster Computing (CLUSTER 2011), Sept. 26-30, 2011. | |
| authors: | Yan Zhang, Fan Zhang, Jason D. Bakos | |
| document: |
[ |
|
GPApriori: GPU-Accelerated Frequent Itemset Mining |
||
| publication: | Proc. IEEE International Conference on Cluster Computing (CLUSTER 2011), Sept. 26-30, 2011. | |
| authors: | Fan Zhang, Yan Zhang, Jason D. Bakos | |
| document: |
[ |
|
A Sparse Matrix Personality for the Convey HC-1 |
||
| publication: | Proc. 19th Annual IEEE International Symposium on Field Programmable Custom Computing Machines (FCCM'11), May 1-3, 2011. | |
| authors: | Krishna K. Nagar, Jason D. Bakos | |
| document: |
[ |
|
2010
|
||
High-Performance Heterogeneous Computing with the Convey HC-1 |
||
| publication: | Computing in Science and Engineering, Vol. 12, No. 6, November/December 2010. | |
| authors: | Jason D. Bakos | |
| document: |
[ |
|
Integrated Circuit Implementation for a GaN HFET Driver Circuit |
||
| publication: | IEEE Transactions on Industry Applications, Vol. 46, No. 5, Sept/Oct. 2010. | |
| authors: | Bo Wang, Marco Riva, Jason D. Bakos, Antonello Monti | |
| document: |
[ |
|
GPU Acceleration of Near-Minimal Logic Minimization |
||
| publication: | Proc. 2010 Symposium on Application Accelerators in High Performance Computing (SAAHPC'10), July 13-15, 2010. | |
| authors: | Ibrahim Savran, Jason D. Bakos | |
| document: |
[ |
|
FPGA acceleration of the phylogenetic likelihood function for Bayesian MCMC inference methods |
||
| publication: | BMC Bioinformatics 2010, 11:184. | |
| authors: | Stephanie Zierke, Jason D. Bakos | |
| document: |
[ |
|
2009
|
||
A High-Performance Double Precision Accumulator |
||
| publication: | Proc. IEEE International Conference on Field-Programmable Technology (IC-FPT'09), Dec. 9-11, 2009. | |
| authors: | Krishna. K. Nagar, Jason D. Bakos | |
| document: |
[ |
|
FPGA vs. GPU for Sparse Matrix Vector Multiply |
||
| publication: | Proc. IEEE International Conference on Field-Programmable Technology (IC-FPT'09), Dec. 9-11, 2009. | |
| authors: | Yan Zhang, Yasser Shalabi, Rishabh Jain, Krishna K. Nagar, Jason D. Bakos | |
| document: |
[ |
|
An Integrated Reduction Technique for a Double Precision Accumulator |
||
| publication: | Proc. Third International Workshop on High-Performance Reconfigurable Computing Technology and Applications (HPRCTA'09), held in conjunction with Supercomputing 2009 (SC'09), Nov. 15, 2009. | |
| authors: | Krishna K. Nagar, Jason D. Bakos | |
| document: |
[ |
|
Exploiting Matrix Symmetry to Improve FPGA-Accelerated Conjugate Gradient |
||
| publication: | Proc. 17th Annual IEEE International Symposium on Field Programmable Custom Computing Machines (FCCM'09), April 5-8, 2009. | |
| authors: | Jason D. Bakos, Krishna K. Nagar | |
| document: |
[ |
|
2008
|
||
A Special-Purpose Architecture for Solving the Breakpoint Median Problem |
||
| publication: | Proc. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, Vol. 16, No. 12, Dec. 2008. | |
| authors: | Jason D. Bakos, Panormitis E. Elenis | |
| document: |
[ |
|
Integrated Circuit Implementation for a GaN HFETs Driver Circuit |
||
| publication: | Proc. IEEE Applied Power Electronics Conference and Exposition (APEC'08), Austin, TX, Feb. 24-28, 2008. | |
| authors: | B. Wang, M. Riva, J. Bakos, A. Monti | |
| document: |
[ |
|
2007
|
||
FPGA Acceleration of Phylogeny Reconstruction for Whole Genome Data |
||
| publication: | Proc. 7th IEEE International Symposium on Bioinformatics & Bioengineering (BIBE'07), Boston, MA, 14-17 Oct. 2007. | |
| authors: | Jason D. Bakos, Panormitis E. Elenis, Jijun Tang | |
| document: |
[ |
|
FPGA Acceleration of Gene Rearrangement Analysis |
||
| publication: | Proc. 15th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM'07), April 23-25, 2007. | |
| authors: | Jason D. Bakos | |
| document: |
[ |
|
Lightweight Error Correction Coding for System-Level Interconnects |
||
| publication: | IEEE Transactions on Computers, Vol. 56, No. 3, March 2007. | |
| authors: | Jason D. Bakos, Donald M. Chiarulli, Steven P. Levitan | |
| document: |
[ |
|
2006
|
||
Predictive Load Balancing for Interconnected FPGAs |
||
| publication: | Proc. 16th International Conference on Field Programmable Logic and Applications (FPL'06), Madrid, Spain, August 28-30, 2006. | |
| authors: | Jason D. Bakos, Charles L. Cathey, E. Allen Michalski | |
| document: |
[ |
|
A Reconfigurable Distributed Computing Fabric Exploiting Multilevel Parallelism |
||
| publication: | Proc. 14th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM'06), April 24-26, 2006. | |
| authors: | Charles L. Cathey, Jason D. Bakos, Duncan A. Buell | |
| document: |
[ |
|
Efficient Optical Communications Using Multibit Differential Signaling |
||
| publication: | Proc. SPIE Symposium on Optoelectronics, Photonics West: Photonics Packaging and Integration VIII, Paper No. 6126-16, San Jose, CA, 21-26 January 2006. | |
| authors: | Donald M. Chiarulli, Sam Dickerson, Jason D. Bakos, Joel R. Martin, Steven P. Levitan | |
| document: |
[ |
|
2005
|
||
Area, Power, and Pin Efficient Bus Transceiver Using Multi-Bit-Differential Signaling |
||
| publication: | Proc. IEEE International Symposium on Circuits and Systems (ISCAS'05), pp. 1662 - 1665 Vol. 2, Kobe, Japan, May 23-26, 2005. | |
| authors: | Donald M. Chiarulli, Jason D. Bakos, Joel R. Martin, Steven P. Levitan | |
| document: |
[ |
|
Area, power, and pin efficient bus structures using multi-bit-differential signaling |
||
| publication: | Proc. SPIE Symposium on Microtechnologies for the New Millennium 2005, pp. 5837-04, VLSI Circuits and Systems II, 5837-4, Sevilla, Spain, May 9-11, 2005. | |
| authors: | Donald M. Chiarulli, Jason D. Bakos, Joel R. Martin, Steven P. Levitan | |
| document: |
[ |
|
Power Efficient Communication Using Multi-Bit-Differential Signaling |
||
| publication: | Proc. IEEE/LEOS 16th Annual Workshop on Interconnections within High-Speed Digital Systems, Santa Fe, NM, May 8-11, 2005. | |
| authors: | Steven P. Levitan, Donald M. Chiarulli, Sam Dickerson, Jason Bakos, Joel Martin | |
2004
|
||
Active Substrates for Optoelectronic Interconnect |
||
| publication: | Proc. IEEE International Symposium on Circuits and Systems (ISCAS'04), Volume 5, pp. V-592 - V-595, Vancouver, Canada, May 23-26, 2004. | |
| authors: | Donald M. Chiarulli, Steven P. Levitan, Jason Bakos, Charles Kuznia | |
| document: |
[ |
|
Photonic Packaging for Mixed-Technology Sensor Systems |
||
| publication: | Topical Meeting on Optics in Computing, European Optical Society (OC'04), Integrated Photonics Research and Optics in Computing (IPR-OiC’2004), pp. 113-114, Engelberg, Switzerland, April 21-23, 2004. | |
| authors: | Donald Chiarulli, Jason Bakos, Leo Selavo, Steven Levitan, John Hansson, Michael Weisser | |
| document: |
[ |
|
Modeling and Simulation of Fiber Image Guide Multi-Chip Modules for MOEMS Applications |
||
| publication: | Proc. SPIE Photonics West: Micromachining and Microfabrication/MOEMS and Miniaturized Systems IV, Vol. 5346-18, pp. 141-150, San Jose, CA, 25-30 January 2004. | |
| authors: | Steven P. Levitan, Timothy P. Kurzweg, Jose A. Martinez, Mark Kahrs, Jason Bakos, Craig Windish, Jason Boles, John Hansson, Michael Weisser, Charles Kuznia, Donald M. Chiarulli | |
| document: |
[ |
|
2003
|
||
Optoelectronic Multi-Chip Module Demonstrator System |
||
| publication: | in Optics in Computing, OSA Technical Digest, (Optical Society of America, Washington DC, 2003) pp 117-119. | |
| authors: | Jason Bakos, Donald Chiarulli, and Steven Levitan | |
| document: |
[ |
|
Optoelectronic Multi-Chip Modules |
||
| publication: | Proc. 10th Annual Conference of Mixed Design of Integrated Circuits and Systems (MIXDES'03), Lodz, Poland, June 26-28, 2003. | |
| authors: | D. Chiarulli, S. Levitan, J. Bakos | |
| document: |
[ |
|
Encoding Benefits for Fast Optical Transceivers |
||
| publication: | Proc. 14th IEEE-LEOS Annual Workshop on Interconnections within High-Speed Digital Systems, Santa Fe, New Mexico, 4 – 7 May 2003. | |
| authors: | Leo Selavo, Jason Bakos, Donald M. Chiarulli, Steven P. Levitan | |
2002
|
||
| Optoelectronic Multi-Chip-Module Implementation of a 64 Channel Crossbar Switch | ||
| publication: | Proc. International Conference of Optics in Computing (OC'02) pp. 161-163, Taipei, Taiwan, April 8 - 11, 2002. | |
| authors: | J. D. Bakos, D. M. Chiarulli, and S. P. Levitan | |
| document: |
[ |
|