Roberto DiCecco

According to our database, Roberto DiCecco authored at least 6 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

A software-defined tensor streaming multiprocessor for large-scale machine learning.

Dennis Abts, Garrin Kimmell, Andrew C. Ling, John Kim, Matthew Boyd, Andrew Bitar, Sahil Parmar, Ibrahim Ahmed, Roberto DiCecco, David Han, John Thompson, Michael Bye, Jennifer Hwang, Jeremy Fowers, Peter Lillian, Ashwin Murthy, Elyas Mehtabuddin, Chetan Tekur, Thomas Sohmers, Kris Kang, Stephen Maresh, Jonathan Ross

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

2018

Harnessing Numerical Flexibility for Deep Learning on FPGAs.

Andrew C. Ling, Mohamed S. Abdelfattah, Shane O'Connell, Andrew Bitar, David Han, Roberto DiCecco, Suchit Subhaschandra, Chris N. Johnson, Dmitry Denisenko, Joshua Fender, Gordon R. Chiu

Proceedings of the 9th International Symposium on Highly-Efficient Accelerators and Reconfigurable Technologies, 2018

DLA: Compiler and FPGA Overlay for Neural Network Inference Acceleration.

Mohamed S. Abdelfattah, David Han, Andrew Bitar, Roberto DiCecco, Shane O'Connell, Nitika Shanker, Joseph Chu, Ian Prins, Joshua Fender, Andrew C. Ling, Gordon R. Chiu

Proceedings of the 28th International Conference on Field Programmable Logic and Applications, 2018

2017

FPGA-based training of convolutional neural networks with a reduced precision floating-point library.

Roberto DiCecco, Lin Sun, Paul Chow

Proceedings of the International Conference on Field Programmable Technology, 2017

2016

Caffeinated FPGAs: FPGA framework For Convolutional Neural Networks.

Roberto DiCecco, Griffin Lacey, Jasmina Vasiljevic, Paul Chow, Graham W. Taylor, Shawki Areibi

Proceedings of the 2016 International Conference on Field-Programmable Technology, 2016

2014

Test considerations for jitter tolerance of wireline receivers.

Roberto DiCecco, Roman Pahuta, Chris D. Holdenried, Saman Sadr

Proceedings of the IEEE 27th Canadian Conference on Electrical and Computer Engineering, 2014