Martin Langhammer

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 42

Top Topics

Hardware Implementation

Quantization Scheme

Top Venues

Publications

Martin Langhammer, George A. Constantinides
Soft GPGPU versus IP cores: Quantifying and Reducing the Performance Gap. HEART (2024)
Martin Langhammer, Bogdan Pasca, Igor Kucherenko
Multiplier Architecture with a Carry-Based Partial Product Encoding. ARITH (2024)
Martin Langhammer, George A. Constantinides
A Statically and Dynamically Scalable Soft GPGPU. FPGA (2024)
Martin Langhammer, George A. Constantinides
A Statically and Dynamically Scalable Soft GPGPU. CoRR (2024)
Martin Langhammer, George A. Constantinides
Soft GPGPU versus IP cores: Quantifying and Reducing the Performance Gap. CoRR (2024)
Bogdan Pasca, Martin Langhammer
Extracting low-precision floating-point adders from embedded hard FP DSP Blocks on FPGAs. ARITH (2023)
Martin Langhammer, George A. Constantinides
eGPU: A 750 MHz Class Soft GPGPU for FPGA. FPL (2023)
Marcelo Gennari Do Nascimento, Victor Adrian Prisacariu, Roger Fawcett, Martin Langhammer
HyperBlock Floating Point: Generalised Quantization Scheme for Gradient and Inference Computation. WACV (2023)
Sergey Gribok, Bogdan Pasca, Martin Langhammer
CSAIL2019 Crypto-Puzzle Solver Architecture. FPGA (2023)
Martin Langhammer, George A. Constantinides
eGPU: A 750 MHz Class Soft GPGPU for FPGA. CoRR (2023)
Bita Darvish Rouhani, Ritchie Zhao, Ankit More, Mathew Hall, Alireza Khodamoradi, Summer Deng, Dhruv Choudhary, Marius Cornea, Eric Dellinger, Kristof Denolf, Dusan Stosic, Venmugil Elango, Maximilian Golub, Alexander Heinecke, Phil James-Roxby, Dharmesh Jani, Gaurav Kolhe, Martin Langhammer, Ada Li, Levi Melnick, Maral Mesmakhosroshahi, Andres Rodriguez, Michael Schulte, Rasoul Shafipour, Lei Shao, Michael Y. Siu, Pradeep Dubey, Paulius Micikevicius, Maxim Naumov, Colin Verilli, Ralph Wittig, Doug Burger, Eric S. Chung
Microscaling Data Formats for Deep Learning. CoRR (2023)
Martin Langhammer, Eriko Nurvitadhi, Sergey Gribok, Bogdan Pasca
Stratix 10 NX Architecture. ACM Trans. Reconfigurable Technol. Syst. 15 (4) (2022)
Martin Langhammer, Sergey Gribok, Bogdan Pasca
Low-Latency Modular Exponentiation for FPGAs. FCCM (2022)
Martin Langhammer, Bogdan Pasca
Folded Integer Multiplication for FPGAs. FPGA (2021)
Martin Langhammer, Bogdan Pasca
Efficient FPGA Modular Multiplication Implementation. FPGA (2021)
Martin Langhammer, Eriko Nurvitadhi, Bogdan Pasca, Sergey Gribok
Stratix 10 NX Architecture and Applications. FPGA (2021)
Rui Ma, Jia-Ching Hsu, Tian Tan, Eriko Nurvitadhi, David Sheffield, Rob Pelt, Martin Langhammer, Jaewoong Sim, Aravind Dasu, Derek Chiou
Specializing FGPU for Persistent Deep Learning. ACM Trans. Reconfigurable Technol. Syst. 14 (2) (2021)
Martin Langhammer, Simon Finn, Sergey Gribok, Bogdan Pasca
Dense FPGA Compute Using Signed Byte Tuples. FPL (2021)
Rui Ma, Jia-Ching Hsu, Tian Tan, Eriko Nurvitadhi, Rajesh Vivekanandham, Aravind Dasu, Martin Langhammer, Derek Chiou
DO-GPU: Domain Optimizable Soft GPUs. FPL (2021)
Tian Tan, Eriko Nurvitadhi, Aravind Dasu, Martin Langhammer, Derek Chiou
FlexScore: Quantifying Flexibility. IEEE Comput. Archit. Lett. 20 (1) (2021)
Andre Guntoro, Cecilia De la Parra, Farhad Merchant, Florent de Dinechin, John L. Gustafson, Martin Langhammer, Rainer Leupers, Sangeeth Nambiar
Next Generation Arithmetic for Edge Computing. DATE (2020)
Martin Langhammer
EduPar-20 Keynote Speaker. IPDPS Workshops (2020)
Jeffrey Chromczak, Mark Wheeler, Charles Chiasson, Dana How, Martin Langhammer, Tim Vanderhoek, Grace Zgheib, Ilya Ganusov
Architectural Enhancements in Intel® Agilex™ FPGAs. FPGA (2020)
Andrew Boutros, Eriko Nurvitadhi, Rui Ma, Sergey Gribok, Zhipeng Zhao, James C. Hoe, Vaughn Betz, Martin Langhammer
Beyond Peak Performance: Comparing the Real Performance of AI-Optimized FPGAs and GPUs. FPT (2020)
Martin Langhammer, Sergey Gribok, Gregg Baeckler
High Density Pipelined 8bit Multiplier Systolic Arrays for FPGA. FPGA (2020)
Martin Langhammer, Sergey Gribok, Gregg Baeckler
High Density 8-Bit Multiplier Systolic Arrays For Fpga. FCCM (2020)
Martin Langhammer, Gregg Baeckler, Sergey Gribok
SpiderWeb - High Performance FPGA NoC. IPDPS Workshops (2020)
Eriko Nurvitadhi, Dongup Kwon, Ali Jafari, Andrew Boutros, Jaewoong Sim, Phillip Tomson, Huseyin Sumbul, Gregory K. Chen, Phil V. Knag, Raghavan Kumar, Ram Krishnamurthy, Sergey Gribok, Bogdan Pasca, Martin Langhammer, Debbie Marr, Aravind Dasu
Why Compete When You Can Work Together: FPGA-ASIC Integration for Persistent RNNs. FCCM (2019)
Martin Langhammer, Bogdan Pasca, Gregg Baeckler, Sergey Gribok
Extracting INT8 Multipliers from INT18 Multipliers. FPL (2019)
Martin Langhammer, Gregg Baeckler, Sergey Gribok
Fractal Synthesis: Invited Tutorial. FPGA (2019)
Andrei Hagiescu, Martin Langhammer, Bogdan Pasca, Philip Colangelo, Jason Thong, Niayesh Ilkhani
BFLOAT MLP Training Accelerator for FPGAs. ReConFig (2019)
Sudarshan Srinivasan, Pradeep Janedula, Saurabh Dhoble, Sasikanth Avancha, Dipankar Das, Naveen Mellempudi, Bharat Daga, Martin Langhammer, Gregg Baeckler, Bharat Kaul
High Performance Scalable FPGA Accelerator for Deep Neural Networks. CoRR (2019)
Eriko Nurvitadhi, Dongup Kwon, Ali Jafari, Andrew Boutros, Jaewoong Sim, Phillip Tomson, Huseyin Sumbul, Gregory K. Chen, Phil V. Knag, Raghavan Kumar, Ram Krishnamurthy, Debbie Marr, Sergey Gribok, Bogdan Pasca, Martin Langhammer, Aravind Dasu
Evaluating and Enhancing Intel® Stratix® 10 FPGAs for Persistent Real-Time AI. FPGA (2019)
Martin Langhammer, Bogdan Pasca, Gregg Baeckler
High Precision, High Performance FPGA Adders. FCCM (2019)
Rui Ma, Derek Chiou, Jia-Ching Hsu, Tian Tan, Eriko Nurvitadhi, David Sheffield, Rob Pelt, Martin Langhammer, Jaewoong Sim, Aravind Dasu
Specializing FGPU for Persistent Deep Learning. FPL (2019)
Martin Langhammer, Bogdan Pasca
High-Performance QR Decomposition for FPGAs. FPGA (2018)
Martin Langhammer, Gregg Baeckler
High Density and Performance Multiplication for FPGA. ARITH (2018)
Bogdan Pasca, Martin Langhammer
Activation Function Architectures for FPGAs. FPL (2018)
Martin Langhammer, Bogdan Pasca
Floating Point Tangent Implementation for FPGAs. ARITH (2017)
Martin Langhammer
QRD for Parallel Arithmetic Structures. ARITH (2017)
Martin Langhammer, Bogdan Pasca
Single Precision Logarithm and Exponential Architectures for Hard Floating-Point Enabled FPGAs. IEEE Trans. Computers 66 (12) (2017)
Martin Langhammer, Bogdan Pasca
Single Precision Natural Logarithm Architecture for Hard Floating-Point and DSP-Enabled FPGAs. ARITH (2016)
Martin Langhammer, Bogdan Pasca
Floating-Point DSP Block Architecture for FPGAs. FPGA (2015)
Martin Langhammer, Bogdan Pasca
Design and Implementation of an Embedded FPGA Floating Point DSP Block. ARITH (2015)
Jeffrey Tyhach, Mike Hutton, Sean Atsatt, Arifur Rahman, Brad Vest, David M. Lewis, Martin Langhammer, Sergey Y. Shumarayev, Tim Hoang, Allen Chan, Dong-Myung Choi, Dan Oh, Hae-Chang Lee, Jack Chui, Ket Chiew Sia, Edwin Kok, Wei-Yee Koay, Boon-Jin Ang
Arria™ 10 device architecture. CICC (2015)
Adrian J. Chung, Kathryn Cobden, Mark Jervis, Martin Langhammer, Bogdan Pasca
Tools and Techniques for Efficient High-Level System Design on FPGAs. CoRR (2014)
Martin Langhammer, Bogdan Pasca
Faithful single-precision floating-point tangent for FPGAs. FPGA (2013)
Martin Langhammer, Bogdan Pasca
Elementary Function Implementation with Optimized Sub Range Polynomial Evaluation. FCCM (2013)
Martin Langhammer, Bogdan Pasca
Efficient floating-point polynomial evaluation on FPGAS. FPL (2013)
Martin Langhammer
Teraflop FPGA Design. IEEE Symposium on Computer Arithmetic (2011)
Y. Hamid, Martin Langhammer
Multiplier architectures for FPGA double precision functions (abstract only). FPGA (2010)
Martin Langhammer, Tom VanCourt
FPGA Floating Point Datapath Compiler. FCCM (2009)
Süleyman Sirri Demirsoy, Martin Langhammer
Cholesky decomposition using fused datapath synthesis. FPGA (2009)
Martin Langhammer
Floating point datapath synthesis for FPGAs. FPL (2008)
Martin Langhammer
High performance matrix multiply using fused datapath operators. ACSCC (2008)
Matt Chiu, Martin C. Herbordt, Martin Langhammer
Performance potential of molecular dynamics simulations on high performance reconfigurable computing systems. HPRCTA@SC (2008)