Philip Colangelo

According to our database, Philip Colangelo authored at least 17 papers between 2015 and 2023.

Collaborative distances:

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

2023

Exploring the Use of Dataflow Architectures for Graph Neural Network Workloads.

Ryien Hosseini, Filippo Simini, Venkatram Vishwanath, Ramakrishnan Sivakumar, Sanjif Shanmugavelu, Zhengyu Chen, Lev Zlotnik, Mingran Wang, Philip Colangelo, Andrew Deng, Philip Lassen, Shukur Pathan

Proceedings of the High Performance Computing, 2023

2020

AutoML for Multilayer Perceptron and FPGA Co-design.

Philip Colangelo, Oren Segal, Alexander Speicher, Martin Margala

Proceedings of the 33rd IEEE International System-on-Chip Conference, 2020

Sparse Persistent GEMM Accelerator using OpenCL for Intel FPGAs.

Philip Colangelo, Shayan Sengupta, Martin Margala

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Automated Hardware and Neural Network Architecture co-design of FPGA accelerators using multi-objective Neural Architecture Search.

Philip Colangelo, Oren Segal, Alexander Speicher, Martin Margala

Proceedings of the 10th IEEE International Conference on Consumer Electronics, 2020

2019

Evolutionary Cell Aided Design for Neural Network Architectures.

Philip Colangelo, Oren Segal, Alexander Speicher, Martin Margala

CoRR, 2019

BFLOAT MLP Training Accelerator for FPGAs.

Andrei Hagiescu, Martin Langhammer, Bogdan Pasca, Philip Colangelo, Jason Thong, Niayesh Ilkhani

Proceedings of the 2019 International Conference on ReConFigurable Computing and FPGAs, 2019

Artificial Neural Network and Accelerator Co-design using Evolutionary Algorithms.

Philip Colangelo, Oren Segal, Alexander Speicher, Martin Margala

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

2018

Exploration of Low Numeric Precision Deep Learning Inference Using Intel FPGAs.

Philip Colangelo, Nasibeh Nasiri, Asit K. Mishra, Eriko Nurvitadhi, Martin Margala, Kevin Nealis

CoRR, 2018

In-Package Domain-Specific ASICs for Intel® Stratix® 10 FPGAs: A Case Study of Accelerating Deep Learning Using TensorTile ASIC.

Eriko Nurvitadhi, Jeffrey J. Cook, Asit K. Mishra, Debbie Marr, Kevin Nealis, Philip Colangelo, Andrew C. Ling, Davor Capalija, Utku Aydonat, Aravind Dasu, Sergey Y. Shumarayev

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

In-Package Domain-Specific ASICs for Intel® Stratix® 10 FPGAs: A Case Study of Accelerating Deep Learning Using TensorTile ASIC(Abstract Only).

Eriko Nurvitadhi, Jeffrey J. Cook, Asit K. Mishra, Debbie Marr, Kevin Nealis, Philip Colangelo, Andrew C. Ling, Davor Capalija, Utku Aydonat, Sergey Y. Shumarayev, Aravind Dasu

Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2018

Exploration of Low Numeric Precision Deep Learning Inference Using Intel® FPGAs: (Abstract Only).

Philip Colangelo, Nasibeh Nasiri, Eriko Nurvitadhi, Asit K. Mishra, Martin Margala, Kevin Nealis

Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2018

Exploration of Low Numeric Precision Deep Learning Inference Using Intel® FPGAs.

Philip Colangelo, Nasibeh Nasiri, Eriko Nurvitadhi, Asit K. Mishra, Martin Margala, Kevin Nealis

Proceedings of the 26th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2018

2017

Application of convolutional neural networks on Intel® Xeon® processor with integrated FPGA.

Philip Colangelo, Enno Lübbers, Randy Huang, Martin Margala, Kevin Nealis

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Fine-Grained Acceleration of Binary Neural Networks Using Intel® Xeon® Processor with Integrated FPGA.

Philip Colangelo, Randy Huang, Enno Lübbers, Martin Margala, Kevin Nealis

Proceedings of the 25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2017

2016

Document classification systems in heterogeneous computing environments.

Nasibeh Nasiri, Philip Colangelo, Oren Segal, Martin Margala, Wim Vanderbauwhede

Proceedings of the 26th International Workshop on Power and Timing Modeling, 2016

2015

SparkCL: A Unified Programming Framework for Accelerators on Heterogeneous Clusters.

Oren Segal, Philip Colangelo, Nasibeh Nasiri, Zhuo Qian, Martin Margala

CoRR, 2015

Aparapi-UCores: A high level programming framework for unconventional cores.

Oren Segal, Philip Colangelo, Nasibeh Nasiri, Zhuo Qian, Martin Margala

Proceedings of the 2015 IEEE High Performance Extreme Computing Conference, 2015