Scientific Publications

[J3] A Machine Learning Approach for Automated Wide-Range Frequency Tagging Analysis in Embedded Neuromonitoring Systems
Fabio Montagna, Marco Buiatti, Simone Benatti, Davide Rossi, Elisabetta Farella, Luca Benini
Science Direct 
22 June, 2017
DOI:10.1016/j.ymeth.2017.06.019

[J2] Flexible, Scalable and Energy Efficient Bio-Signals on the PULP Platform: A Case Study on Seizure Detection
Fabio Montagna, Simone Benatti, Davide Rossi
Journal of Low Power Electronics and Applications 
2017, 7(2), 16
DOI: 10.3390/jlpea7020016

[J1] An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics
Francesco Conti, Robert Schilling, Pasquale D. Schiavone, Antonio Pullini, Davide Rossi, Frank K. G¨urkaynak, Michael Muehlberghuber, Michael Gautschi, Igor Loi, Germain Haugou, Stefan Mangard, Luca Benini
IEEE Transactions on Circuits and Systems I: Regular Papers Volume: PPIssue: 99 )
13 May 2017
DOI: 10.1109/TCSI.2017.2698019

Conferences

[C12] The Transprecision Computing Paradigm: Concept, Design, and Applications
A. Cristiano I. Malossi, Michael Schaffner, Anca Molnos, Luca Gammaitoni, Giuseppe Tagliavini, Andrew Emerson, Andrés Tomás, Dimitrios S. Nikolopoulos, Eric Flamand, Norbert Wehn
Accepted for publication, IEEE Conference Design, Automation and Test in Europe (DATE),  Dresden, Germany.
March 2018

[C10] A Transprecision Floating-Point Platform for Ultra-Low Power Computing
Giuseppe Tagliavini, Stefan Mach, Davide Rossi, Andrea Marongiu, Luca Benini
Accepted for publication, IEEE Conference Design, Automation and Test in Europe (DATE),  Dresden, Germany.
March, 2018.

[C9] An Analysis on Retention Error Behavior and Power Consumption of Recent DDR4 DRAMs
D. M. Mathew, M. Schultheis, C. Rheinländer, C. Sudarshan, M. Jung, C. Weis, N. Wehn.
Accepted for publication, IEEE Conference Design, Automation and Test in Europe (DATE),  Dresden, Germany.
March, 2018.

[C8] Improving the Error Behavior of DRAM by Exploiting its Z-Channel Property
K. Kraft, M. Jung, C. Sudarshan, D. M. Mathew, C. Weis, N. Wehn.
Accepted for publication, IEEE Conference Design, Automation and Test in Europe (DATE),  Dresden, Germany.
March, 2018.

[C7] Energy-Efficient Transprecision Techniques for Iterative Refinement
JunKyu Lee, Hans Vandierendonck, and Dimitrios S. Nikolopoulos
Supercomputing’17 (SC17): International Conference on High Performance Computing, Networking, Storage and Analysis, Denver, United States.
ID: 135660615
November, 2017.

[C6] Integrating DRAM Power-Down Modes in gem5 and Quantifying their Impact
R. Jagtap, M. Jung, W. Elsasser, C. Weis, A. Hansson, N. Wehn.
International Symposium on Memory Systems (MEMSYS 2017), Washington, DC, USA.[Nominated for best paper award] DOI: 10.1145/3132402.3132444
October, 2017

[C5] Using Run-Time Reverse-Engineering to Optimize DRAM Refresh
D. M. Mathew, É. F. Zulian, M. Jung, K. Kraft, C. Weis, B. Jacob, N. Wehn.
International Symposium on Memory Systems (MEMSYS 2017), Washington, DC, USA.
DOI: 10.1145/3132402.3132419
October, 2017

[C4] Balanced CSR sparse matrix-vector product on graphics processors
Goran Flegar, Enrique S. Quintana-Orti
23rd International Conference on Parallel and Distributed Computing (Euro-Par 2017)
Doi: 10.1007/978-3-319-64203-1_50
28 August 2017

[C3] Impact of Temporal Subsampling on Accuracy and Performance in Practical Video Classification
F. Scheidegger, L. Cavigelli, M. Schaffner, A. C. I. Malossi, C. Bekas, L. Benini
25th European Signal Processing Conference (EUSIPCO-2017)
DOI: 10.23919/EUSIPCO.2017.8081357
28 August 2017

[C2] Fundamental energy costs for memory preservation
I. Neri, D. Chiuchiù, M. López Suárez, C. Diamantini and L. Gammaitoni
Micro Energy 2017, Gubbio, Italy
July 3-7 2017

[C1] Variable-Size Batched LU for Small Matrices and its Integration into Block-Jacobi Preconditioning
Hartwig Anzt, Jack Dongarra, Goran Flegar, Enrique S. Quintana-Orti
46th International Conference on Parallel Processing (ICPP-2017)
DOI: 10.1109/ICPP.2017.18
15 March 2017

Talks

[T5] Sub-pJ per Operation Scalable Computing with the PULP Platform
Davide Rossi
MCC2017, Uppsala, Sweden
November 30 2017

[T4] Thermodynamics and Statistical Mechanics of Small Systems
Luca Gammaitoni
Thermodynamics and Statistical Mechanics of Small Systems workshop
September 2017

[T3] Transprecision Computing Towards Energy Saving
JunKyu Lee
Bio4Comp Workshop, Dresden, Germany
13 September 2017

[T2] Fundamental energy costs for memory preservation
Davide Rossi
MicroEnergy 2017, Dresden, Germany
July 2017

[T1] Smart Integrated Microsystems for the IoT: The Energy Efficiency Challenge
Davide Rossi
WEEE Conference 2017, Dresden, Germany
June 2017