Banked Memories for Soft SIMT Processors. - Langhammer, Martin; Constantinides, George A. (2025)

StruM: Structured Mixed Precision for Efficient Deep Learning Hardware Codesign. - Wu, Michael; Raha, Arnab; Mathaikutty, Deepak A.; Langhammer, Martin; Tunali, Nihat Engin (CoRR, 2025)

Banked Memories for Soft SIMT Processors. - Langhammer, Martin; Constantinides, George A. (CoRR, 2025)

A 950 MHz SIMT Soft Processor. - Langhammer, Martin; Baeckler, Gregg; Bozman, Kim (CoRR, 2025)

CSAIL2019 Crypto-Puzzle Solver Architecture. - Gribok, Sergey; Pasca, Bogdan; Langhammer, Martin (ACM Trans. Reconfigurable Technol. Syst., 2024)

Multiplier Architecture with a Carry-Based Partial Product Encoding. - Langhammer, Martin; Pasca, Bogdan; Kucherenko, Igor (2024)

A Statically and Dynamically Scalable Soft GPGPU. - Langhammer, Martin; Constantinides, George A. (2024)

FPGA Modular Multipliers using Hybrid Reduction Techniques. - Gribok, Sergey; Langhammer, Martin; Pasca, Bogdan (2024)

Soft GPGPU versus IP cores: Quantifying and Reducing the Performance Gap. - Langhammer, Martin; Constantinides, George A. (2024)

A Statically and Dynamically Scalable Soft GPGPU. - Langhammer, Martin; Constantinides, George A. (CoRR, 2024)

Soft GPGPU versus IP cores: Quantifying and Reducing the Performance Gap. - Langhammer, Martin; Constantinides, George A. (CoRR, 2024)

Extracting low-precision floating-point adders from embedded hard FP DSP Blocks on FPGAs. - Pasca, Bogdan; Langhammer, Martin (2023)

CSAIL2019 Crypto-Puzzle Solver Architecture. - Gribok, Sergey; Pasca, Bogdan; Langhammer, Martin (2023)

eGPU: A 750 MHz Class Soft GPGPU for FPGA. - Langhammer, Martin; Constantinides, George A. (2023)

HyperBlock Floating Point: Generalised Quantization Scheme for Gradient and Inference Computation. - Nascimento, Marcelo Gennari Do; Prisacariu, Victor Adrian; Fawcett, Roger; Langhammer, Martin (2023)

eGPU: A 750 MHz Class Soft GPGPU for FPGA. - Langhammer, Martin; Constantinides, George A. (CoRR, 2023)

Microscaling Data Formats for Deep Learning. - Rouhani, Bita Darvish; Zhao, Ritchie; More, Ankit; Hall, Mathew; Khodamoradi, Alireza; Deng, Summer; Choudhary, Dhruv; Cornea, Marius; Dellinger, Eric; Denolf, Kristof; Stosic, Dusan; Elango, Venmugil; et al. (CoRR, 2023)

Stratix 10 NX Architecture. - Langhammer, Martin; Nurvitadhi, Eriko; Gribok, Sergey; Pasca, Bogdan (ACM Trans. Reconfigurable Technol. Syst., 2022)

Low-Latency Modular Exponentiation for FPGAs. - Langhammer, Martin; Gribok, Sergey; Pasca, Bogdan (2022)

FlexScore: Quantifying Flexibility. - Tan, Tian; Nurvitadhi, Eriko; Dasu, Aravind; Langhammer, Martin; Chiou, Derek (IEEE Comput. Archit. Lett., 2021)

Specializing FGPU for Persistent Deep Learning. - Ma, Rui; Hsu, Jia-Ching; Tan, Tian; Nurvitadhi, Eriko; Sheffield, David; Pelt, Rob; Langhammer, Martin; Sim, Jaewoong; Dasu, Aravind; Chiou, Derek (ACM Trans. Reconfigurable Technol. Syst., 2021)

Stratix 10 NX Architecture and Applications. - Langhammer, Martin; Nurvitadhi, Eriko; Pasca, Bogdan; Gribok, Sergey (2021)

Folded Integer Multiplication for FPGAs. - Langhammer, Martin; Pasca, Bogdan (2021)

Efficient FPGA Modular Multiplication Implementation. - Langhammer, Martin; Pasca, Bogdan (2021)

Dense FPGA Compute Using Signed Byte Tuples. - Langhammer, Martin; Finn, Simon; Gribok, Sergey; Pasca, Bogdan (2021)

DO-GPU: Domain Optimizable Soft GPUs. - Ma, Rui; Hsu, Jia-Ching; Tan, Tian; Nurvitadhi, Eriko; Vivekanandham, Rajesh; Dasu, Aravind; Langhammer, Martin; Chiou, Derek (2021)

Next Generation Arithmetic for Edge Computing. - Guntoro, Andre; Parra, Cecilia De la; Merchant, Farhad; Dinechin, Florent de; Gustafson, John L.; Langhammer, Martin; Leupers, Rainer; Nambiar, Sangeeth (2020)

High Density 8-Bit Multiplier Systolic Arrays For Fpga. - Langhammer, Martin; Gribok, Sergey; Baeckler, Gregg (2020)

Architectural Enhancements in Intel® Agilex™ FPGAs. - Chromczak, Jeffrey; Wheeler, Mark; Chiasson, Charles; How, Dana; Langhammer, Martin; Vanderhoek, Tim; Zgheib, Grace; Ganusov, Ilya (2020)

High Density Pipelined 8bit Multiplier Systolic Arrays for FPGA. - Langhammer, Martin; Gribok, Sergey; Baeckler, Gregg (2020)

Beyond Peak Performance: Comparing the Real Performance of AI-Optimized FPGAs and GPUs. - Boutros, Andrew; Nurvitadhi, Eriko; Ma, Rui; Gribok, Sergey; Zhao, Zhipeng; Hoe, James C.; Betz, Vaughn; Langhammer, Martin (2020)

SpiderWeb - High Performance FPGA NoC. - Langhammer, Martin; Baeckler, Gregg; Gribok, Sergey (2020)

EduPar-20 Keynote Speaker. - Langhammer, Martin (2020)

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 K.; Knag, Phil C.; Kumar, Raghavan; Krishnamurthy, Ram; Gribok, Sergey; et al. (2019)

High Precision, High Performance FPGA Adders. - Langhammer, Martin; Pasca, Bogdan; Baeckler, Gregg (2019)

Evaluating and Enhancing Intel® Stratix® 10 FPGAs for Persistent Real-Time AI. - Nurvitadhi, Eriko; Kwon, Dongup; Jafari, Ali; Boutros, Andrew; Sim, Jaewoong; Tomson, Phillip; Sumbul, Huseyin; Chen, Gregory K.; Knag, Phil C.; Kumar, Raghavan; Krishnamurthy, Ram; Marr, Debbie; et al. (2019)

Fractal Synthesis: Invited Tutorial. - Langhammer, Martin; Baeckler, Gregg; Gribok, Sergey (2019)

Extracting INT8 Multipliers from INT18 Multipliers. - Langhammer, Martin; Pasca, Bogdan; Baeckler, Gregg; Gribok, Sergey (2019)

Specializing FGPU for Persistent Deep Learning. - Ma, Rui; Chiou, Derek; Hsu, Jia-Ching; Tan, Tian; Nurvitadhi, Eriko; Sheffield, David; Pelt, Rob; Langhammer, Martin; Sim, Jaewoong; Dasu, Aravind (2019)

BFLOAT MLP Training Accelerator for FPGAs. - Hagiescu, Andrei; Langhammer, Martin; Pasca, Bogdan; Colangelo, Philip; Thong, Jason; Ilkhani, Niayesh (2019)

26th IEEE Symposium on Computer Arithmetic, ARITH 2019, Kyoto, Japan, June 10-12, 2019 (IEEE, 2019)

High Performance Scalable FPGA Accelerator for Deep Neural Networks. - Srinivasan, Sudarshan; Janedula, Pradeep; Dhoble, Saurabh; Avancha, Sasikanth; Das, Dipankar; Mellempudi, Naveen; Daga, Bharat; Langhammer, Martin; Baeckler, Gregg; Kaul, Bharat (CoRR, 2019)

High Density and Performance Multiplication for FPGA. - Langhammer, Martin; Baeckler, Gregg (2018)

High-Performance QR Decomposition for FPGAs. - Langhammer, Martin; Pasca, Bogdan (2018)

Activation Function Architectures for FPGAs. - Pasca, Bogdan; Langhammer, Martin (2018)

Single Precision Logarithm and Exponential Architectures for Hard Floating-Point Enabled FPGAs. - Langhammer, Martin; Pasca, Bogdan (IEEE Trans. Computers, 2017)

Floating Point Tangent Implementation for FPGAs. - Langhammer, Martin; Pasca, Bogdan (2017)

QRD for Parallel Arithmetic Structures. - Langhammer, Martin (2017)

Single Precision Natural Logarithm Architecture for Hard Floating-Point and DSP-Enabled FPGAs. - Langhammer, Martin; Pasca, Bogdan (2016)

Design and Implementation of an Embedded FPGA Floating Point DSP Block. - Langhammer, Martin; Pasca, Bogdan (2015)

Arria™ 10 device architecture. - Tyhach, Jeffrey; Hutton, Mike; Atsatt, Sean; Rahman, Arifur; Vest, Brad; Lewis, David M.; Langhammer, Martin; Shumarayev, Sergey Y.; Hoang, Tim; Chan, Allen; Choi, Dong-Myung; Oh, Dan; et al. (2015)

Floating-Point DSP Block Architecture for FPGAs. - Langhammer, Martin; Pasca, Bogdan (2015)

Tools and Techniques for Efficient High-Level System Design on FPGAs. - Chung, Adrian J.; Cobden, Kathryn; Jervis, Mark; Langhammer, Martin; Pasca, Bogdan (CoRR, 2014)

Elementary Function Implementation with Optimized Sub Range Polynomial Evaluation. - Langhammer, Martin; Pasca, Bogdan (2013)

Faithful single-precision floating-point tangent for FPGAs. - Langhammer, Martin; Pasca, Bogdan (2013)

Efficient floating-point polynomial evaluation on FPGAS. - Langhammer, Martin; Pasca, Bogdan (2013)

Teraflop FPGA Design. - Langhammer, Martin (2011)

Multiplier architectures for FPGA double precision functions (abstract only). - Hamid, Y.; Langhammer, Martin (2010)

FPGA Floating Point Datapath Compiler. - Langhammer, Martin; VanCourt, Tom (2009)

Cholesky decomposition using fused datapath synthesis. - Demirsoy, Süleyman Sirri; Langhammer, Martin (2009)

High performance matrix multiply using fused datapath operators. - Langhammer, Martin (2008)

Floating point datapath synthesis for FPGAs. - Langhammer, Martin (2008)

Performance potential of molecular dynamics simulations on high performance reconfigurable computing systems. - Chiu, Matt; Herbordt, Martin C.; Langhammer, Martin (2008)