2023 |
| Multi-modal generative adversarial networks for synthesizing time-series structural impact responses |
| publication: |
Mechanical Systems and Signal Processing |
| authors: |
Zhymir Thompson, Austin Downey, Jason D. Bakos, Jie Wei, Jacob Dodson |
| document: |
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| Optimal Sampling Methodologies for High-rate Structural Twinning |
| publication: |
Proc. 26th International Conference on Information Fusion, Jun. 27-30, 2023 (FUSION 2023). |
| authors: |
Alexander B. Vereen, Emmanuel A. Ogunniyi, Austin R.J. Downey, Erik Blasch, Jason D. Bakos, Jacob Dodson |
| document: |
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| Accelerating LSTM-based High-Rate Dynamic System Models |
| publication: |
33rd International Conference on Field Programmable Logic and Applications (FPL 2023) |
| authors: |
Ehsan Kabir, Daniel Coble, Joud N. Satme, Austin R.J. Downey, Jason D. Bakos, David Andrews, Miaoqing Huang |
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| FPGA Processor In Memory Architectures (PIMs) Overlay or Overhaul? |
| publication: |
33rd International Conference on Field Programmable Logic and Applications (FPL 2023) |
| authors: |
MD Arafat Kabir, Ehsan Kabir, Joshua Hollis, Eli Levy-Mackay, Atiyehsadat Panahi, Jason Bakos, Miaoqing Huang, David Andrews |
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| Making BRAMs Compute Creating Scalable Computational Memory Fabric Overlays |
| publication: |
Proc. 31st IEEE International Symposium On Field-Programmable Custom Computing (FCCM 2023). |
| authors: |
M. Kabir, J. Hollis, A. Panahi, J. Bakos, M. Huang, D. Andrews |
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| NAPOLY A Non-deterministic Automata Processor OverLaY |
| publication: |
ACM Transactions of Reconfigurable Technology and Systems (TRETS) |
| authors: |
Rasha Karakchi, Jason D. Bakos |
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| Real-time structural model updating using local eigenvalue modification procedure for applications in high-rate dynamic events |
| publication: |
Mechanical Systems and Signal Processing |
| authors: |
Emmanuel A. Ogunniyi, Claire Drnek, Seong Hyeon Hong, Austin R.J. Downey, Yi Wang, Jason D. Bakos, Peter Avitabile, Jacob Dodson |
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2022 |
| Progress Towards Data-Driven High-Rate Structural State Estimation on Edge Computing Devices |
| publication: |
In Volume 10 34th Conference on Mechanical Vibration and Sound (VIB). American Society of Mechanical Engineers, aug 2022. doi 10.1115/detc2022-90118. |
| authors: |
Joud Satme, Daniel Coble, Braden Priddy, Austin R.J. Downey, Jason D. Bakos, Gurcan Comert |
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| 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 |
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| Audio-based wildfire detection on embedded systems |
| publication: |
MDPI Electronics, 11(9), 2022, doi:10.3390/electronics11091417. |
| authors: |
Hung-Tien Huang, Austin R.J. Downey, and Jason D. Bakos |
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| Development of a real-time solver for the local eigenvalue modification procedure |
| 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: |
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| 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 |
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| 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 |
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| 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 |
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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 |
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| 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 |
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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 |
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| 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 |
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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 |
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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: |
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| 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: |
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| System-Level, FPGA-Based, Real-Time Simulation of Ship Power Systems |
| publication: |
IEEE Trans. on Energy Conversion Systems, Vol. 32, No. 2., June 2017. |
| authors: |
Matthew Milton, Andrea Benigni, Jason Bakos |
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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: |
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| 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 |
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2015 |
| Embedded Systems: ARM Programming and Optimization |
| publication: |
Elsevier, 2015 (textbook). |
| authors: |
Jason D. Bakos |
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| 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 |
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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: |
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| 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: |
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| 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 |
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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: |
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| 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: |
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| 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 |
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| 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: |
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| 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: |
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| Extending the BEAGLE Library to a Multi-FPGA Platform |
| publication: |
BMC Bioinformatics, BMC Bioinformatics 2013, 14:25. |
| authors: |
Zheming Jin, Jason D. Bakos |
| document: |
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| 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 |
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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: |
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| 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: |
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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: |
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| 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: |
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| 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: |
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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: |
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| 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: |
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| 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 |
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| 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: |
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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 |
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| 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 |
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| 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: |
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| 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: |
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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: |
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| 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: |
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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: |
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| 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: |
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| 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: |
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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: |
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| 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: |
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| 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 |
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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: |
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| 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: |
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| 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 |
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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: |
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| 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: |
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| 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 |
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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: |
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| 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: |
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| 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 |
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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: |
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