Marco Mattavelli
Senior Scientist
marco.mattavelli@epfl.ch +41 21 693 69 84 http://gramm.epfl.ch/
Citizenship: Italian and Swiss
Birth date: 18.07.1961
EPFL SCI STI MM
ELB 141 (Bâtiment ELB)
Station 11
1015 Lausanne
+41 21 693 69 84
+41 21 693 69 81
Office:
ELB 141
EPFL
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STI
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IEM
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SCI-STI-MM
Web site: Web site: https://gramm.epfl.ch/
EPFL SCI STI MM
ELB 141 (Bâtiment ELB)
Station 11
1015 Lausanne
+41 21 693 69 84
EPFL
>
STI
>
STI-SEL
>
SEL-ENS
Publications
Infoscience publications
Design Space Exploration for Partitioning Dataflow Program on CPU-GPU Heterogeneous System
Journal Of Signal Processing Systems For Signal Image And Video Technology. 2023-07-31. DOI : 10.1007/s11265-023-01884-6.Toward a common standard for data and specimen provenance in life sciences
Learning Health Systems. 2023-04-18. DOI : 10.1002/lrh2.10365.FM -Directories: Extending the Burrows-Wheeler Transform for String Labeled Vertex Graphs of (Almost) Arbitrary Topology
2023-01-01. Data Compression Conference (DCC), Snowbird, UT, Mar 21-24, 2023. p. 355-355. DOI : 10.1109/DCC55655.2023.00087.Integrated Electronics for Deep Implants to Remotely Monitor Hemodynamics
Lausanne, EPFL, 2023. DOI : 10.5075/epfl-thesis-9992.Compilation and Design Space Exploration of Dataflow Programs for Heterogeneous CPU-GPU Platforms
Lausanne, EPFL, 2023. DOI : 10.5075/epfl-thesis-9941.The impact of NFT profile pictures within social network communities
2022-09-30. GoodIT 2022: ACM International Conference on Information Technology for Social Good, Limassol, Cyprus, September 7 - 9, 2022. p. 283-291. DOI : 10.1145/3524458.3547230.Dynamic SIMD Parallel Execution on GPU from High-Level Dataflow Synthesis
Journal Of Low Power Electronics And Applications. 2022-09-01. DOI : 10.3390/jlpea12030040.Performance Estimation of High-Level Dataflow Program on Heterogeneous Platforms by Dynamic Network Execution
Journal Of Low Power Electronics And Applications. 2022-09-01. DOI : 10.3390/jlpea12030036.An Energy-Efficient Bridge-to-Digital Converter for Implantable Pressure Monitoring Systems
IEEE Transactions on Biomedical Circuits and Systems. 2022-07-04. DOI : 10.1109/TBCAS.2022.3187828.SIMD Parallel Execution on GPU from High-Level Dataflow Synthesis
2022-02-04. 14th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), Singapore, December 20-23, 2021. p. 62-68. DOI : 10.1109/MCSoC51149.2021.00017.Performance Estimation of High-Level Dataflow Program on Heterogeneous Platforms
2022-02-04. 14th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), Singapore, December 20-23, 2021. p. 69-76. DOI : 10.1109/MCSoC51149.2021.00018.An Implantable Inductive Sensor for Direct and Continuous Monitoring of the Pulmonary Artery Cross-Sectional Area
2022. 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), Taipei, Taiwan, October 13-15, 2022. p. 31-35. DOI : 10.1109/BioCAS54905.2022.9948566.Quantization for Distributed Processing and Learning of Structured Data
Lausanne, EPFL, 2022. DOI : 10.5075/epfl-thesis-9814.A Capacitively-Coupled Chopper Instrumentation Amplifier for Implantable Bridge Sensor Systems
2022-01-01. 20th IEEE Interregional NEWCAS Conference (IEEE NEWCAS), Quebec City, CANADA, Jun 19-22, 2022. p. 208-212. DOI : 10.1109/NEWCAS52662.2022.9842137.MPEG-G Reference-Based Compression of Unaligned Reads Through Ultra-Fast Alignments
2022-01-01. Data Compression Conference (DCC), Snowbird, UT, Mar 22-25, 2022. p. 478-478. DOI : 10.1109/DCC52660.2022.00089.Cardiovascular monitoring system
CN116829058 ; CA3207258 ; WO2022167382 ; EP4039173 . 2022.Inter-actions parallel execution on GPU from high-level dataflow synthesis
2022. 2021 55th Asilomar Conference on Signals, Systems, and Computers (ACSSC 2021), Pacific Grove, CA, USA, 31 Oct.-3 Nov. 2021. p. 1151-1155. DOI : 10.1109/IEEECONF53345.2021.9723288.A 0.4 nJ Excitation Energy Bridge-to-Digital Converter for Implantable Pulmonary Artery Pressure Monitoring
2021-10-07. 2021 IEEE Biomedical Circuits and Systems Conference (BioCAS), Berlin, Germany, October 7-9, 2021. DOI : 10.1109/BioCAS49922.2021.9644941.An Introduction to MPEG-G: The First Open ISO/IEC Standard for the Compression and Exchange of Genomic Sequencing Data
Proceedings Of The Ieee. 2021-09-01. DOI : 10.1109/JPROC.2021.3082027.Networks of Ethereum Non-Fungible Tokens: A graph-based analysis of the ERC-721 ecosystem
2021-01-01. 4th IEEE International Conference on Blockchain (Blockchain), ELECTR NETWORK, Dec 06-08, 2021. p. 188-195. DOI : 10.1109/BLOCKCHAIN53845.2021.00033.Methodologies for Synthesizing and Analyzing Dynamic Dataflow Programs in Heterogeneous Systems for Edge Computing
Ieee Open Journal Of Circuits And Systems. 2021-01-01. DOI : 10.1109/OJCAS.2021.3116342.Medium Voltage Impedance and Admittance Measurement and System Identification Techniques
Lausanne, EPFL, 2021. DOI : 10.5075/epfl-thesis-8971.Fully Soft-Switched High Step-Up Nonisolated Three-Port DC-DC Converter Using GaN HEMTs
Ieee Transactions On Industrial Electronics. 2020-10-01. DOI : 10.1109/TIE.2019.2944068.Pipeline Synthesis and Optimization from Branched Feedback Dataflow Programs
Journal Of Signal Processing Systems For Signal Image And Video Technology. 2020-07-11. DOI : 10.1007/s11265-020-01568-5.High Precision Capacitive Moisture Sensor for Polymers: Modeling and Experiments
IEEE Sensors Journal. 2020-03-15. DOI : 10.1109/JSEN.2019.2957108.CMOS-Based Readout and Control Electronics for Microgrippers
2020-01-01. IEEE Sensors Conference, ELECTR NETWORK, Oct 25-28, 2020. DOI : 10.1109/SENSORS47125.2020.9278921.Programming Heterogeneous CPU-GPU Systems by High-Level Dataflow Synthesis
2020. 2020 IEEE Workshop on Signal Processing Systems (SiPS), [Virtual Conference], October 20 - 22, 2020. p. 1-6. DOI : 10.1109/SiPS50750.2020.9195250.Energy- and Cost-Efficient VLSI DSP Systems Design with Approximate Computing
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-10353.Composite Data Types in Dynamic Dataflow Languages as Copyless Memory Sharing Mechanism
2019-06-08. Computational Science – ICCS 2019. p. 717-724. DOI : 10.1007/978-3-030-22750-0_70.Low-Cost Readout Electronics for Piezoresistive MEMS-Based Transducers
2019-01-01. IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Auckland, NEW ZEALAND, May 20-23, 2019. p. 1597-1601. DOI : 10.1109/I2MTC.2019.8826916.On the relevance of quality score metadata in genomic sequence data for omics applications
Lausanne, EPFL, 2019. DOI : 10.5075/epfl-thesis-9812.A CMOS Analog Front-End for Implantable Pulmonary Artery Pressure Monitoring System
2019-01-01. 15th Conference on Ph.D Research in Microelectronics and Electronics (PRIME), Lausanne, SWITZERLAND, Jul 15-18, 2019. p. 261-264. DOI : 10.1109/PRIME.2019.8787811.An Heterogeneous Compiler Of Dataflow Programs For Zynq Platforms
2019-01-01. 44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, ENGLAND, May 12-17, 2019. p. 1537-1541. DOI : 10.1109/ICASSP.2019.8682525.Modeling Dielectric Constant Variability in Aggregate Polymers from CV Measurements
2019-01-01. Latin American Electron Devices Conference (LAEDC), Armenia, Colombia, February 24-27, 2019. p. 100-103. DOI : 10.1109/LAED.2019.8714730.Toward a Dynamic Threshold for Quality-Score Distortion in Reference-Based Alignment
2019. 15th International Symposium on Bioinformatics Research and Applications (ISBRA), Barcelona, Spain, June 3–6, 2019. p. 288-300. DOI : 10.1089/cmb.2019.0333.Execution Trace Graph of Dataflow Process Networks
Ieee Transactions On Multi-Scale Computing Systems. 2018-07-01. DOI : 10.1109/TMSCS.2018.2790921.Shared-variable Synchronization Approaches for Dynamic Data Flow Programs
2018-01-01. IEEE International Workshop on Signal Processing Systems (IEEE SiPS), Cape Town, SOUTH AFRICA, Oct 21-24, 2018. p. 263-268. DOI : 10.1109/SiPS.2018.8598431.Efficient Dynamic Optimisation Heuristics for Dataflow Pipelines
2018-01-01. IEEE International Workshop on Signal Processing Systems (IEEE SiPS), Cape Town, SOUTH AFRICA, Oct 21-24, 2018. p. 337-342. DOI : 10.1109/SiPS.2018.8598386.High Precision Capacitive Moisture Sensor for Polymers
2018-01-01. 17th IEEE SENSORS Conference, New Delhi, INDIA, Oct 28-31, 2018. p. 212-215. DOI : 10.1109/ICSENS.2018.8589775.Visual speech recognition
Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8799.Lossy compression of quality scores in differential gene expression: A first assessment and impact analysis
2018. Data compression conference (DCC), Snowbird, Utah, March 27-30, 2018. p. 167-176. DOI : 10.1109/DCC.2018.00025.Transcriptome reconstruction with quality score distortion in reference-based alignment
Research in computational molecular biology (RECOMB), Paris, France, April 19-24, 2018.High-Precision Performance Estimation for the Design Space Exploration of Dynamic Dataflow Programs
IEEE Transactions on Multi-Scale Computing Systems. 2018. DOI : 10.1109/TMSCS.2017.2774294.Design space exploration of dataflow-based Smith-Waterman FPGA implementations
2017-10-03. Signal Processing Systems (SiPS), 2017 IEEE International Workshop on. p. 1-6. DOI : 10.1109/SiPS.2017.8109982.Performance estimation of program partitions on multi-core platforms, 2016 26th International Workshop on Power and Timing Modeling, Optimization and Simulation (PATMOS)
2017-09-21. p. 1-8. DOI : 10.1109/PATMOS.2016.7833418.Buffer dimensioning for throughput improvement of dynamic dataflow signal processing applications on multi-core platforms
2017-08-28. p. 1339-1343. DOI : 10.23919/EUSIPCO.2017.8081426.High level synthesis of Smith-Waterman dataflow implementations
2017-03-05. p. 1173-1177. DOI : 10.1109/ICASSP.2017.7952341.MPEG-G the emerging standard for genomic data compression
2017. Rocky 2017 Bioinformatics Conference, Aspen, Colorado, USA, December 7-9, 2017.Differential gene expression with lossy compression of quality scores in RNA-seq data
2017. Data Compression Conference (DCC), Snowbird, UT, APR 04-07, 2017. p. 444-444. DOI : 10.1109/Dcc.2017.75.Virtual Prototyping Methodology for Power Automation Cyber-Physical-Systems
Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7649.Systematic Design Space Exploration of Dynamic Dataflow Programs for Multi-core Platforms
Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7607.Trace-based manycore partitioning of stream-processing applications
2016-11-06. p. 422-426. DOI : 10.1109/ACSSC.2016.7869073.High-level system synthesis and optimization of dataflow programs for MPSoCs
2016-11-06. p. 417-421. DOI : 10.1109/ACSSC.2016.7869072.Design Space Exploration Problem Formulation for Dataflow Programs on Heterogeneous Architectures
2016-09-21. p. 217-224. DOI : 10.1109/MCSoC.2016.25.Programming Models and Methods for Heterogeneous Parallel Embedded Systems
2016-09-21. p. 289-296. DOI : 10.1109/MCSoC.2016.39.High-Precision Performance Estimation of Dynamic Dataflow Programs
2016-09-21. p. 101-108. DOI : 10.1109/MCSoC.2016.23.Clock-Gating of Streaming Applications for Energy Efficient Implementations on FPGAs
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 2016-08-02. DOI : 10.1109/TCAD.2016.2597215.High-level synthesis of dynamic dataflow programs on heterogeneous MPSoC platforms
2016-07-17. p. 227-234. DOI : 10.1109/SAMOS.2016.7818352.On the Development and Optimization of HEVC Video Decoders Using High-Level Dataflow Modeling
Journal of Signal Processing Systems. 2016-03-05. DOI : 10.1007/s11265-016-1113-x.Comparison of high-throughput sequencing data compression tools
Nature Methods. 2016. DOI : 10.1038/nmeth.4037.An Evaluation Framework for Lossy Compression of Genome Sequencing Quality Values
2016. IEEE Data Compression Conference 2016, Snowbird, Utah, USA. DOI : 10.1109/Dcc.2016.39.Performance Estimation Based Multicriteria Partitioning Approach for Dynamic Dataflow Programs
Journal of Electrical and Computer Engineering. 2016-01-01. DOI : 10.1155/2016/8536432.Dataflow Programs Analysis and Optimization Using Model Predictive Control Techniques. Two Examples of Bounded Buffer Scheduling: Deadlock Avoidance and Deadlock Recovery Strategies
Journal of Signal Processing Systems. 2015. DOI : 10.1007/s11265-015-1083-4.Automated Design Flow for Multi-Functional Dataflow-Based Platforms
Journal of Signal Processing Systems -Signal Image and Video Technology-. 2015. DOI : 10.1007/s11265-015-1026-0.A Methodology for Profiling and Partitioning Stream Programs on Many-core Architectures
2015. International Conference on Computational Science (ICCS), Reykjavik, Iceland, June 1-3, 2015. p. 2962-2966. DOI : 10.1016/j.procs.2015.05.498.Execution Trace Graph Based Multi-criteria Partitioning of Stream Programs
2015. International Conference on Computational Science (ICCS), Reykjavik, Iceland, June 1-3, 2015. p. 1443-1452. DOI : 10.1016/j.procs.2015.05.334.Synthesis and Optimization of Pipelines for HW Implementations of Dataflow Programs
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 2015. DOI : 10.1109/TCAD.2015.2427278.Analysis and optimization of dynamic dataflow programs
Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6663.Actor Merging for Dataflow Process Networks
Ieee Transactions On Signal Processing. 2015. DOI : 10.1109/Tsp.2015.2411229.High-level synthesis of dataflow programs for heterogeneous platforms
Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6653.MPEG high efficient video coding stream programming and many-cores scalability
2014.TURNUS: An open-source design space exploration framework for dynamic stream programs
2014. 2014 Conference on Design and Architectures for Signal and Image Processing (DASIP), Madrid, Spain, 8-10 October 2014. p. 1-2. DOI : 10.1109/DASIP.2014.7115614.Execution trace graph analysis of dataflow programs: Bounded buffer scheduling and deadlock recovery using model predictive control
2014. 2014 Conference on Design and Architectures for Signal and Image Processing (DASIP), Madrid, Spain, 8-10 October 2014. p. 1-6. DOI : 10.1109/DASIP.2014.7115623.Characterizing communication behavior of dataflow programs using trace analysis
2014. 2014 International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS XIV), Agios Konstantinos, Samos, Greece, 14-17 July 2014. p. 44-50. DOI : 10.1109/SAMOS.2014.6893193.Exploring MPEG HEVC decoder parallelism for the efficient porting onto many-core platforms
2014. 2014 IEEE International Conference on Image Processing (ICIP), Paris, France, 27-30 October 2014. p. 2115-2119. DOI : 10.1109/ICIP.2014.7025424.Dataflow programs analysis and optimization using model predictive control techniques: An example of bounded buffer scheduling
2014. 2014 IEEE Workshop on Signal Processing Systems (SiPS), Belfast, United Kingdom, 20-22 October 2014. p. 1-6. DOI : 10.1109/SiPS.2014.6986054.Automated design flow for coarse-grained reconfigurable platforms: An RVC-CAL multi-standard decoder use-case
2014. 2014 International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS XIV), Agios Konstantinos, Samos, Greece, 14-17 July 2014. p. 59-66. DOI : 10.1109/SAMOS.2014.6893195.Coarse Grain Clock Gating Of Streaming Applications In Programmable Logic Implementations
2014. 4th Electronic System Level Synthesis Conference (ESLsyn), San Francisco, CA, MAY 31-JUN 01, 2014. DOI : 10.1109/ESLsyn.2014.6850387.A Methodology For Optimizing Buffer Sizes Of Dynamic Dataflow Fpgas Implementations
2014. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, ITALY, MAY 04-09, 2014. p. 5003-5007. DOI : 10.1109/ICASSP.2014.6854554.ECMA-407: A New 3D audio codec implementation up to NHK 22.2
2014. The 28th VDT International Convention 2014.ECMA-407: New Approaches to 3D Audio Content Data Rate Reduction with RVC-CAL
2014. 137th International Audio Engineering Society (AES) Convention, Los Angeles, California, USA, October 9-12, 2014.Advanced CMOS Circuits for Multi-Gb/s Links and 3D I/O Based on Through Silicon Via Technology
Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6112.Optimizing Dataflow Programs for Hardware Synthesis
Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6059.High-level dataflow design of signal processing systems for reconfigurable and multicore heterogeneous platforms
Journal Of Real-Time Image Processing. 2014. DOI : 10.1007/s11554-013-0326-5.Automated Qoe Evaluation Of Dynamic Adaptive Streaming Over Http
2013. 5th International Workshop on Quality of Multimedia Experience (QoMEX). p. 58-63. DOI : 10.1109/QoMEX.2013.6603211.Partitioning And Optimization Of High Level Stream Applications For Multi Clock Domain Architectures
2013. IEEE Workshop on Signal Processing Systems (SiPS). p. 177-182. DOI : 10.1109/SiPS.2013.6674501.Methods to explore design space for MPEG RMC codec specifications
Signal Processing-Image Communication. 2013. DOI : 10.1016/j.image.2013.08.012.Reconfigurable media coding: An overview
Signal Processing-Image Communication. 2013. DOI : 10.1016/j.image.2013.08.008.Synthesis And Optimization Of High-Level Stream Programs
2013. 3rd Electronic System Level Synthesis Conference (ESLsyn), Austin, TX, MAY 31-JUN 01, 2013.Modeling Control Tokens for Composition of CAL Actors
2013. Conference on Design and Architectures for Signal and Image Processing (DASIP), Cagliari, Italy, October 8-10, 2013. p. 71-78.Static and quasi-static compositions of stream processing applications from dynamic dataflow programs
2013. IEEE International Conference on Acoustics, Speech and Signal Processing, Vancouver, Canada, May 26-31, 2013. p. 2620-2624. DOI : 10.1109/ICASSP.2013.6638130.Systems Design Space Exploration by Serial Dataflow Program Executions
2013. Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 3-6 November, 2013. p. 1805-1809. DOI : 10.1109/ACSSC.2013.6810613.Multi-clock domain optimization for reconfigurable architectures in high-level dataflow applications
2013. Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 3-6 November, 2013. p. 1796-1800. DOI : 10.1109/ACSSC.2013.6810611.Dataflow Program Analysis and Refactoring Techniques for Design Space Exploration: MPEG-4 AVC/H.264 Decoder Implementation Case Study
2013. Design & Architectures for Signal & Image Processing (DASIP), Cagliari, Italy, October 8-10, 2013. p. 63-70.Porting an MPEG-HEVC decoder to a low-power many-core platform
2013. Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, California, USA, November 3-6th, 2013.High-Level Synthesis of Dataflow Programs for Signal Processing Systems
2013. 8th International Symposium on Image and Signal Processing and Analysis (ISPA 2013), Trieste, Italy, 4-6, September 2013. p. 750-754. DOI : 10.1109/ISPA.2013.6703837.Design Space Exploration and Implementation of RVC-CAL Applications using the TURNUS framework
2013. Conference on Design & Architectures for Signal & Image Processing, Cagliari, Italy, 8-10 October 2013. p. 341-342.TURNUS: A design exploration framework for dataflow system design
2013. 2013 IEEE International Symposium on Circuits and Systems (ISCAS), Beijing, China, 19-23 05 2013. p. 654-654. DOI : 10.1109/ISCAS.2013.6571927.Synthesis and optimization of high-level stream programs
2013. Electronic System Level Synthesis Conference (ESLsyn), Austin, Texas, USA, May 31 2013-June 1 2013.Buffer optimization based on critical path analysis of a dataflow program design
2013. 2013 IEEE International Symposium on Circuits and Systems (ISCAS), Beijing, China, 19-23 05 2013. p. 1384-1387. DOI : 10.1109/ISCAS.2013.6572113.Infoscience
Design Space Exploration for Partitioning Dataflow Program on CPU-GPU Heterogeneous System
Journal Of Signal Processing Systems For Signal Image And Video Technology. 2023-07-31. DOI : 10.1007/s11265-023-01884-6.Toward a common standard for data and specimen provenance in life sciences
Learning Health Systems. 2023-04-18. DOI : 10.1002/lrh2.10365.FM -Directories: Extending the Burrows-Wheeler Transform for String Labeled Vertex Graphs of (Almost) Arbitrary Topology
2023-01-01. Data Compression Conference (DCC), Snowbird, UT, Mar 21-24, 2023. p. 355-355. DOI : 10.1109/DCC55655.2023.00087.Integrated Electronics for Deep Implants to Remotely Monitor Hemodynamics
Lausanne, EPFL, 2023. DOI : 10.5075/epfl-thesis-9992.Compilation and Design Space Exploration of Dataflow Programs for Heterogeneous CPU-GPU Platforms
Lausanne, EPFL, 2023. DOI : 10.5075/epfl-thesis-9941.The impact of NFT profile pictures within social network communities
2022-09-30. GoodIT 2022: ACM International Conference on Information Technology for Social Good, Limassol, Cyprus, September 7 - 9, 2022. p. 283-291. DOI : 10.1145/3524458.3547230.Dynamic SIMD Parallel Execution on GPU from High-Level Dataflow Synthesis
Journal Of Low Power Electronics And Applications. 2022-09-01. DOI : 10.3390/jlpea12030040.Performance Estimation of High-Level Dataflow Program on Heterogeneous Platforms by Dynamic Network Execution
Journal Of Low Power Electronics And Applications. 2022-09-01. DOI : 10.3390/jlpea12030036.An Energy-Efficient Bridge-to-Digital Converter for Implantable Pressure Monitoring Systems
IEEE Transactions on Biomedical Circuits and Systems. 2022-07-04. DOI : 10.1109/TBCAS.2022.3187828.SIMD Parallel Execution on GPU from High-Level Dataflow Synthesis
2022-02-04. 14th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), Singapore, December 20-23, 2021. p. 62-68. DOI : 10.1109/MCSoC51149.2021.00017.Performance Estimation of High-Level Dataflow Program on Heterogeneous Platforms
2022-02-04. 14th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), Singapore, December 20-23, 2021. p. 69-76. DOI : 10.1109/MCSoC51149.2021.00018.An Implantable Inductive Sensor for Direct and Continuous Monitoring of the Pulmonary Artery Cross-Sectional Area
2022. 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), Taipei, Taiwan, October 13-15, 2022. p. 31-35. DOI : 10.1109/BioCAS54905.2022.9948566.Quantization for Distributed Processing and Learning of Structured Data
Lausanne, EPFL, 2022. DOI : 10.5075/epfl-thesis-9814.A Capacitively-Coupled Chopper Instrumentation Amplifier for Implantable Bridge Sensor Systems
2022-01-01. 20th IEEE Interregional NEWCAS Conference (IEEE NEWCAS), Quebec City, CANADA, Jun 19-22, 2022. p. 208-212. DOI : 10.1109/NEWCAS52662.2022.9842137.MPEG-G Reference-Based Compression of Unaligned Reads Through Ultra-Fast Alignments
2022-01-01. Data Compression Conference (DCC), Snowbird, UT, Mar 22-25, 2022. p. 478-478. DOI : 10.1109/DCC52660.2022.00089.Cardiovascular monitoring system
CN116829058 ; CA3207258 ; WO2022167382 ; EP4039173 . 2022.Inter-actions parallel execution on GPU from high-level dataflow synthesis
2022. 2021 55th Asilomar Conference on Signals, Systems, and Computers (ACSSC 2021), Pacific Grove, CA, USA, 31 Oct.-3 Nov. 2021. p. 1151-1155. DOI : 10.1109/IEEECONF53345.2021.9723288.A 0.4 nJ Excitation Energy Bridge-to-Digital Converter for Implantable Pulmonary Artery Pressure Monitoring
2021-10-07. 2021 IEEE Biomedical Circuits and Systems Conference (BioCAS), Berlin, Germany, October 7-9, 2021. DOI : 10.1109/BioCAS49922.2021.9644941.An Introduction to MPEG-G: The First Open ISO/IEC Standard for the Compression and Exchange of Genomic Sequencing Data
Proceedings Of The Ieee. 2021-09-01. DOI : 10.1109/JPROC.2021.3082027.Networks of Ethereum Non-Fungible Tokens: A graph-based analysis of the ERC-721 ecosystem
2021-01-01. 4th IEEE International Conference on Blockchain (Blockchain), ELECTR NETWORK, Dec 06-08, 2021. p. 188-195. DOI : 10.1109/BLOCKCHAIN53845.2021.00033.Methodologies for Synthesizing and Analyzing Dynamic Dataflow Programs in Heterogeneous Systems for Edge Computing
Ieee Open Journal Of Circuits And Systems. 2021-01-01. DOI : 10.1109/OJCAS.2021.3116342.Medium Voltage Impedance and Admittance Measurement and System Identification Techniques
Lausanne, EPFL, 2021. DOI : 10.5075/epfl-thesis-8971.Fully Soft-Switched High Step-Up Nonisolated Three-Port DC-DC Converter Using GaN HEMTs
Ieee Transactions On Industrial Electronics. 2020-10-01. DOI : 10.1109/TIE.2019.2944068.Pipeline Synthesis and Optimization from Branched Feedback Dataflow Programs
Journal Of Signal Processing Systems For Signal Image And Video Technology. 2020-07-11. DOI : 10.1007/s11265-020-01568-5.High Precision Capacitive Moisture Sensor for Polymers: Modeling and Experiments
IEEE Sensors Journal. 2020-03-15. DOI : 10.1109/JSEN.2019.2957108.CMOS-Based Readout and Control Electronics for Microgrippers
2020-01-01. IEEE Sensors Conference, ELECTR NETWORK, Oct 25-28, 2020. DOI : 10.1109/SENSORS47125.2020.9278921.Programming Heterogeneous CPU-GPU Systems by High-Level Dataflow Synthesis
2020. 2020 IEEE Workshop on Signal Processing Systems (SiPS), [Virtual Conference], October 20 - 22, 2020. p. 1-6. DOI : 10.1109/SiPS50750.2020.9195250.Energy- and Cost-Efficient VLSI DSP Systems Design with Approximate Computing
Lausanne, EPFL, 2020. DOI : 10.5075/epfl-thesis-10353.Composite Data Types in Dynamic Dataflow Languages as Copyless Memory Sharing Mechanism
2019-06-08. Computational Science – ICCS 2019. p. 717-724. DOI : 10.1007/978-3-030-22750-0_70.Low-Cost Readout Electronics for Piezoresistive MEMS-Based Transducers
2019-01-01. IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Auckland, NEW ZEALAND, May 20-23, 2019. p. 1597-1601. DOI : 10.1109/I2MTC.2019.8826916.On the relevance of quality score metadata in genomic sequence data for omics applications
Lausanne, EPFL, 2019. DOI : 10.5075/epfl-thesis-9812.A CMOS Analog Front-End for Implantable Pulmonary Artery Pressure Monitoring System
2019-01-01. 15th Conference on Ph.D Research in Microelectronics and Electronics (PRIME), Lausanne, SWITZERLAND, Jul 15-18, 2019. p. 261-264. DOI : 10.1109/PRIME.2019.8787811.An Heterogeneous Compiler Of Dataflow Programs For Zynq Platforms
2019-01-01. 44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, ENGLAND, May 12-17, 2019. p. 1537-1541. DOI : 10.1109/ICASSP.2019.8682525.Modeling Dielectric Constant Variability in Aggregate Polymers from CV Measurements
2019-01-01. Latin American Electron Devices Conference (LAEDC), Armenia, Colombia, February 24-27, 2019. p. 100-103. DOI : 10.1109/LAED.2019.8714730.Toward a Dynamic Threshold for Quality-Score Distortion in Reference-Based Alignment
2019. 15th International Symposium on Bioinformatics Research and Applications (ISBRA), Barcelona, Spain, June 3–6, 2019. p. 288-300. DOI : 10.1089/cmb.2019.0333.Execution Trace Graph of Dataflow Process Networks
Ieee Transactions On Multi-Scale Computing Systems. 2018-07-01. DOI : 10.1109/TMSCS.2018.2790921.Shared-variable Synchronization Approaches for Dynamic Data Flow Programs
2018-01-01. IEEE International Workshop on Signal Processing Systems (IEEE SiPS), Cape Town, SOUTH AFRICA, Oct 21-24, 2018. p. 263-268. DOI : 10.1109/SiPS.2018.8598431.Efficient Dynamic Optimisation Heuristics for Dataflow Pipelines
2018-01-01. IEEE International Workshop on Signal Processing Systems (IEEE SiPS), Cape Town, SOUTH AFRICA, Oct 21-24, 2018. p. 337-342. DOI : 10.1109/SiPS.2018.8598386.High Precision Capacitive Moisture Sensor for Polymers
2018-01-01. 17th IEEE SENSORS Conference, New Delhi, INDIA, Oct 28-31, 2018. p. 212-215. DOI : 10.1109/ICSENS.2018.8589775.Visual speech recognition
Lausanne, EPFL, 2018. DOI : 10.5075/epfl-thesis-8799.Lossy compression of quality scores in differential gene expression: A first assessment and impact analysis
2018. Data compression conference (DCC), Snowbird, Utah, March 27-30, 2018. p. 167-176. DOI : 10.1109/DCC.2018.00025.Transcriptome reconstruction with quality score distortion in reference-based alignment
Research in computational molecular biology (RECOMB), Paris, France, April 19-24, 2018.High-Precision Performance Estimation for the Design Space Exploration of Dynamic Dataflow Programs
IEEE Transactions on Multi-Scale Computing Systems. 2018. DOI : 10.1109/TMSCS.2017.2774294.Design space exploration of dataflow-based Smith-Waterman FPGA implementations
2017-10-03. Signal Processing Systems (SiPS), 2017 IEEE International Workshop on. p. 1-6. DOI : 10.1109/SiPS.2017.8109982.Performance estimation of program partitions on multi-core platforms, 2016 26th International Workshop on Power and Timing Modeling, Optimization and Simulation (PATMOS)
2017-09-21. p. 1-8. DOI : 10.1109/PATMOS.2016.7833418.Buffer dimensioning for throughput improvement of dynamic dataflow signal processing applications on multi-core platforms
2017-08-28. p. 1339-1343. DOI : 10.23919/EUSIPCO.2017.8081426.High level synthesis of Smith-Waterman dataflow implementations
2017-03-05. p. 1173-1177. DOI : 10.1109/ICASSP.2017.7952341.MPEG-G the emerging standard for genomic data compression
2017. Rocky 2017 Bioinformatics Conference, Aspen, Colorado, USA, December 7-9, 2017.Differential gene expression with lossy compression of quality scores in RNA-seq data
2017. Data Compression Conference (DCC), Snowbird, UT, APR 04-07, 2017. p. 444-444. DOI : 10.1109/Dcc.2017.75.Virtual Prototyping Methodology for Power Automation Cyber-Physical-Systems
Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7649.Systematic Design Space Exploration of Dynamic Dataflow Programs for Multi-core Platforms
Lausanne, EPFL, 2017. DOI : 10.5075/epfl-thesis-7607.Trace-based manycore partitioning of stream-processing applications
2016-11-06. p. 422-426. DOI : 10.1109/ACSSC.2016.7869073.High-level system synthesis and optimization of dataflow programs for MPSoCs
2016-11-06. p. 417-421. DOI : 10.1109/ACSSC.2016.7869072.Design Space Exploration Problem Formulation for Dataflow Programs on Heterogeneous Architectures
2016-09-21. p. 217-224. DOI : 10.1109/MCSoC.2016.25.Programming Models and Methods for Heterogeneous Parallel Embedded Systems
2016-09-21. p. 289-296. DOI : 10.1109/MCSoC.2016.39.High-Precision Performance Estimation of Dynamic Dataflow Programs
2016-09-21. p. 101-108. DOI : 10.1109/MCSoC.2016.23.Clock-Gating of Streaming Applications for Energy Efficient Implementations on FPGAs
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 2016-08-02. DOI : 10.1109/TCAD.2016.2597215.High-level synthesis of dynamic dataflow programs on heterogeneous MPSoC platforms
2016-07-17. p. 227-234. DOI : 10.1109/SAMOS.2016.7818352.On the Development and Optimization of HEVC Video Decoders Using High-Level Dataflow Modeling
Journal of Signal Processing Systems. 2016-03-05. DOI : 10.1007/s11265-016-1113-x.Comparison of high-throughput sequencing data compression tools
Nature Methods. 2016. DOI : 10.1038/nmeth.4037.An Evaluation Framework for Lossy Compression of Genome Sequencing Quality Values
2016. IEEE Data Compression Conference 2016, Snowbird, Utah, USA. DOI : 10.1109/Dcc.2016.39.Performance Estimation Based Multicriteria Partitioning Approach for Dynamic Dataflow Programs
Journal of Electrical and Computer Engineering. 2016-01-01. DOI : 10.1155/2016/8536432.Dataflow Programs Analysis and Optimization Using Model Predictive Control Techniques. Two Examples of Bounded Buffer Scheduling: Deadlock Avoidance and Deadlock Recovery Strategies
Journal of Signal Processing Systems. 2015. DOI : 10.1007/s11265-015-1083-4.Automated Design Flow for Multi-Functional Dataflow-Based Platforms
Journal of Signal Processing Systems -Signal Image and Video Technology-. 2015. DOI : 10.1007/s11265-015-1026-0.A Methodology for Profiling and Partitioning Stream Programs on Many-core Architectures
2015. International Conference on Computational Science (ICCS), Reykjavik, Iceland, June 1-3, 2015. p. 2962-2966. DOI : 10.1016/j.procs.2015.05.498.Execution Trace Graph Based Multi-criteria Partitioning of Stream Programs
2015. International Conference on Computational Science (ICCS), Reykjavik, Iceland, June 1-3, 2015. p. 1443-1452. DOI : 10.1016/j.procs.2015.05.334.Synthesis and Optimization of Pipelines for HW Implementations of Dataflow Programs
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 2015. DOI : 10.1109/TCAD.2015.2427278.Analysis and optimization of dynamic dataflow programs
Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6663.Actor Merging for Dataflow Process Networks
Ieee Transactions On Signal Processing. 2015. DOI : 10.1109/Tsp.2015.2411229.High-level synthesis of dataflow programs for heterogeneous platforms
Lausanne, EPFL, 2015. DOI : 10.5075/epfl-thesis-6653.MPEG high efficient video coding stream programming and many-cores scalability
2014.TURNUS: An open-source design space exploration framework for dynamic stream programs
2014. 2014 Conference on Design and Architectures for Signal and Image Processing (DASIP), Madrid, Spain, 8-10 October 2014. p. 1-2. DOI : 10.1109/DASIP.2014.7115614.Execution trace graph analysis of dataflow programs: Bounded buffer scheduling and deadlock recovery using model predictive control
2014. 2014 Conference on Design and Architectures for Signal and Image Processing (DASIP), Madrid, Spain, 8-10 October 2014. p. 1-6. DOI : 10.1109/DASIP.2014.7115623.Characterizing communication behavior of dataflow programs using trace analysis
2014. 2014 International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS XIV), Agios Konstantinos, Samos, Greece, 14-17 July 2014. p. 44-50. DOI : 10.1109/SAMOS.2014.6893193.Exploring MPEG HEVC decoder parallelism for the efficient porting onto many-core platforms
2014. 2014 IEEE International Conference on Image Processing (ICIP), Paris, France, 27-30 October 2014. p. 2115-2119. DOI : 10.1109/ICIP.2014.7025424.Dataflow programs analysis and optimization using model predictive control techniques: An example of bounded buffer scheduling
2014. 2014 IEEE Workshop on Signal Processing Systems (SiPS), Belfast, United Kingdom, 20-22 October 2014. p. 1-6. DOI : 10.1109/SiPS.2014.6986054.Automated design flow for coarse-grained reconfigurable platforms: An RVC-CAL multi-standard decoder use-case
2014. 2014 International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS XIV), Agios Konstantinos, Samos, Greece, 14-17 July 2014. p. 59-66. DOI : 10.1109/SAMOS.2014.6893195.Coarse Grain Clock Gating Of Streaming Applications In Programmable Logic Implementations
2014. 4th Electronic System Level Synthesis Conference (ESLsyn), San Francisco, CA, MAY 31-JUN 01, 2014. DOI : 10.1109/ESLsyn.2014.6850387.A Methodology For Optimizing Buffer Sizes Of Dynamic Dataflow Fpgas Implementations
2014. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, ITALY, MAY 04-09, 2014. p. 5003-5007. DOI : 10.1109/ICASSP.2014.6854554.ECMA-407: A New 3D audio codec implementation up to NHK 22.2
2014. The 28th VDT International Convention 2014.ECMA-407: New Approaches to 3D Audio Content Data Rate Reduction with RVC-CAL
2014. 137th International Audio Engineering Society (AES) Convention, Los Angeles, California, USA, October 9-12, 2014.Advanced CMOS Circuits for Multi-Gb/s Links and 3D I/O Based on Through Silicon Via Technology
Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6112.Optimizing Dataflow Programs for Hardware Synthesis
Lausanne, EPFL, 2014. DOI : 10.5075/epfl-thesis-6059.High-level dataflow design of signal processing systems for reconfigurable and multicore heterogeneous platforms
Journal Of Real-Time Image Processing. 2014. DOI : 10.1007/s11554-013-0326-5.Automated Qoe Evaluation Of Dynamic Adaptive Streaming Over Http
2013. 5th International Workshop on Quality of Multimedia Experience (QoMEX). p. 58-63. DOI : 10.1109/QoMEX.2013.6603211.Partitioning And Optimization Of High Level Stream Applications For Multi Clock Domain Architectures
2013. IEEE Workshop on Signal Processing Systems (SiPS). p. 177-182. DOI : 10.1109/SiPS.2013.6674501.Methods to explore design space for MPEG RMC codec specifications
Signal Processing-Image Communication. 2013. DOI : 10.1016/j.image.2013.08.012.Reconfigurable media coding: An overview
Signal Processing-Image Communication. 2013. DOI : 10.1016/j.image.2013.08.008.Synthesis And Optimization Of High-Level Stream Programs
2013. 3rd Electronic System Level Synthesis Conference (ESLsyn), Austin, TX, MAY 31-JUN 01, 2013.Modeling Control Tokens for Composition of CAL Actors
2013. Conference on Design and Architectures for Signal and Image Processing (DASIP), Cagliari, Italy, October 8-10, 2013. p. 71-78.Static and quasi-static compositions of stream processing applications from dynamic dataflow programs
2013. IEEE International Conference on Acoustics, Speech and Signal Processing, Vancouver, Canada, May 26-31, 2013. p. 2620-2624. DOI : 10.1109/ICASSP.2013.6638130.Systems Design Space Exploration by Serial Dataflow Program Executions
2013. Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 3-6 November, 2013. p. 1805-1809. DOI : 10.1109/ACSSC.2013.6810613.Multi-clock domain optimization for reconfigurable architectures in high-level dataflow applications
2013. Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 3-6 November, 2013. p. 1796-1800. DOI : 10.1109/ACSSC.2013.6810611.Dataflow Program Analysis and Refactoring Techniques for Design Space Exploration: MPEG-4 AVC/H.264 Decoder Implementation Case Study
2013. Design & Architectures for Signal & Image Processing (DASIP), Cagliari, Italy, October 8-10, 2013. p. 63-70.Porting an MPEG-HEVC decoder to a low-power many-core platform
2013. Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, California, USA, November 3-6th, 2013.High-Level Synthesis of Dataflow Programs for Signal Processing Systems
2013. 8th International Symposium on Image and Signal Processing and Analysis (ISPA 2013), Trieste, Italy, 4-6, September 2013. p. 750-754. DOI : 10.1109/ISPA.2013.6703837.Design Space Exploration and Implementation of RVC-CAL Applications using the TURNUS framework
2013. Conference on Design & Architectures for Signal & Image Processing, Cagliari, Italy, 8-10 October 2013. p. 341-342.TURNUS: A design exploration framework for dataflow system design
2013. 2013 IEEE International Symposium on Circuits and Systems (ISCAS), Beijing, China, 19-23 05 2013. p. 654-654. DOI : 10.1109/ISCAS.2013.6571927.Synthesis and optimization of high-level stream programs
2013. Electronic System Level Synthesis Conference (ESLsyn), Austin, Texas, USA, May 31 2013-June 1 2013.Buffer optimization based on critical path analysis of a dataflow program design
2013. 2013 IEEE International Symposium on Circuits and Systems (ISCAS), Beijing, China, 19-23 05 2013. p. 1384-1387. DOI : 10.1109/ISCAS.2013.6572113.Teaching & PhD
Teaching
Electrical and Electronics Engineering
PhD Students
Öztürk Ünsal,Past EPFL PhD Students
Ab Rahman Ab Al Hadi Bin , Besirli Mustafa , Bezati Endri , Bloch Aurélien François Gilbert , Casale Brunet Simone , Hernandez Lopez Ana Angelica , Lucarz Christophe , Michalska Malgorzata Maria , Shao Beilu , Thavot Richard ,Courses
Systems and architectures for signal processing
Study of the essential components and implementation technologies of digital signal processing and communication systems from the theoretical, algorithmic and system implementation point of view.