Accelerating Binarized Neural Networks: Comparison of FPGA, CPU, GPU, and ASIC
Nurvitadhi, Eriko, Sheffield, David, Jaewoong Sim, Mishra, Asit, Venkatesh, Ganesh, Marr, Debbie
Published in 2016 International Conference on Field-Programmable Technology (FPT) (01.12.2016)
Published in 2016 International Conference on Field-Programmable Technology (FPT) (01.12.2016)
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Conference Proceeding
Accelerating recurrent neural networks in analytics servers: Comparison of FPGA, CPU, GPU, and ASIC
Nurvitadhi, Eriko, Jaewoong Sim, Sheffield, David, Mishra, Asit, Krishnan, Srivatsan, Marr, Debbie
Published in 2016 26th International Conference on Field Programmable Logic and Applications (FPL) (01.08.2016)
Published in 2016 26th International Conference on Field Programmable Logic and Applications (FPL) (01.08.2016)
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Conference Proceeding
High performance binary neural networks on the Xeon+FPGA™ platform
Moss, Duncan J. M., Nurvitadhi, Eriko, Jaewoong Sim, Mishra, Asit, Marr, Debbie, Subhaschandra, Suchit, Leong, Philip H. W.
Published in 2017 27th International Conference on Field Programmable Logic and Applications (FPL) (01.09.2017)
Published in 2017 27th International Conference on Field Programmable Logic and Applications (FPL) (01.09.2017)
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Conference Proceeding
Customizable FPGA OpenCL matrix multiply design template for deep neural networks
Yinger, Jack, Nurvitadhi, Eriko, Capalija, Davor, Ling, Andrew, Marr, Debbie, Krishnan, Srivatsan, Moss, Duncan, Subhaschandra, Suchit
Published in 2017 International Conference on Field Programmable Technology (ICFPT) (01.12.2017)
Published in 2017 International Conference on Field Programmable Technology (ICFPT) (01.12.2017)
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Conference Proceeding
SE1: What Technologies Will Shape the Future of Computing?
Mair, Hugh, Shiratake, Shinichiro, Karl, Eric, Burd, Thomas, Chang, Jonathan, Marr, Debbie, Naffziger, Samuel, Corporaal, Henk, Takeuchi, Ken, Shanbhag, Naresh
Published in 2021 IEEE International Solid-State Circuits Conference (ISSCC) (13.02.2021)
Published in 2021 IEEE International Solid-State Circuits Conference (ISSCC) (13.02.2021)
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Conference Proceeding
Efficient Execution of Bursty Applications
Hashemi, Milad, Marr, Debbie, Carmean, Doug, Patt, Yale N.
Published in IEEE computer architecture letters (01.07.2016)
Published in IEEE computer architecture letters (01.07.2016)
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Journal Article
Hardware accelerator for analytics of sparse data
Nurvitadhi, Eriko, Mishra, Asit, Yu Wang, Venkatesh, Ganesh, Marr, Debbie
Published in 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2016)
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Published in 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2016)
Conference Proceeding
Journal Article
Sa1921 Predicting Long-Term Response to Anti-TNF Therapy in Crohn's Disease
Radford-Smith, Graham, Hartnell, Felicity, Jones, Lee V, Krishnaprasad, Krupa, Prosser, Ruth, Marr, Debbie, Grafton, Rachel, Cooke, Sharon E, Fischer, Jesse, Thomas, Gareth R, Grover, Zubin, Lewindon, Peter, Tehan, Jane V, Ding, Nik S, Moss, Kerrie, Bell, Sally, De Cruz, Peter, Mahy, Gillian, Sewell, Karen, Croft, Anthony, O'Rourke, Peter, Lawrance, Ian C, Bampton, Peter A, Andrews, Jane M, Gearry, Richard B
Published in Gastroenterology (New York, N.Y. 1943) (01.05.2012)
Published in Gastroenterology (New York, N.Y. 1943) (01.05.2012)
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Journal Article
Why Compete When You Can Work Together: FPGA-ASIC Integration for Persistent RNNs
Nurvitadhi, Eriko, Kwon, Dongup, Jafari, Ali, Boutros, Andrew, Sim, Jaewoong, Tomson, Phillip, Sumbul, Huseyin, Chen, Gregory, Knag, Phil, Kumar, Raghavan, Krishnamurthy, Ram, Gribok, Sergey, Pasca, Bogdan, Langhammer, Martin, Marr, Debbie, Dasu, Aravind
Published in 2019 IEEE 27th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM) (01.04.2019)
Published in 2019 IEEE 27th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM) (01.04.2019)
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Conference Proceeding
Fine-grained accelerators for sparse machine learning workloads
Mishra, Asit K., Nurvitadhi, Eriko, Venkatesh, Ganesh, Pearce, Jonathan, Marr, Debbie
Published in 2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC) (01.01.2017)
Published in 2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC) (01.01.2017)
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Conference Proceeding
In-Package Domain-Specific ASICs for Intel® Stratix® 10 FPGAs: A Case Study of Accelerating Deep Learning Using TensorTile ASIC
Nurvitadhi, Eriko, Cook, Jeffrey, Mishra, Asit, Marr, Debbie, Nealis, Kevin, Colangelo, Philip, Ling, Andrew, Capalija, Davor, Aydonat, Utku, Dasu, Aravind, Shumarayev, Sergey
Published in 2018 28th International Conference on Field Programmable Logic and Applications (FPL) (01.08.2018)
Published in 2018 28th International Conference on Field Programmable Logic and Applications (FPL) (01.08.2018)
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Conference Proceeding