Kristof Denolf

41 papers A 9B 3C 2Misc 2Journal 19Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	Striking the Balance: GEMM Performance Optimization Across Generations of Ryzen™ AI NPUs. FPGA Endri Taka, Andre Roesti, Joseph Melber, Pranathi Vasireddy, Kristof Denolf, Diana Marculescu
2025	Misc	`conf`	Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface. FCCM Erika Hunhoff, Joseph Melber, Kristof Denolf, Andra Bisca, Samuel Bayliss, Stephen Neuendorffer, Jeff Fifield, Jack Lo, Pranathi Vasireddy, Phil James-Roxby, Eric Keller
2025	J	`jnl`	Efficiency, Expressivity, and Extensibility in a Close-to-Metal NPU Programming Interface. CoRR Erika Hunhoff, Joseph Melber, Kristof Denolf, Andra Bisca, Samuel Bayliss, Stephen Neuendorffer, Jeff Fifield, Jack Lo, Pranathi Vasireddy, Phil James-Roxby, Eric Keller
2025	J	`jnl`	From Loop Nests to Silicon: Mapping AI Workloads onto AMD NPUs with MLIR-AIR. CoRR Erwei Wang, Samuel Bayliss, Andra Bisca, Zachary Blair, Sangeeta Chowdhary, Kristof Denolf, Jeff Fifield, Brandon Freiberger, Erika Hunhoff, Phil James-Roxby, Jack Lo, Joseph Melber, Stephen Neuendorffer, Eddie Richter, Andre Roesti, Javier Setoain, Gagandeep Singh, Endri Taka, Pranathi Vasireddy, Zhewen Yu, Niansong Zhang, Jinming Zhuang
2025	J	`jnl`	Striking the Balance: GEMM Performance Optimization Across Generations of Ryzen AI NPUs. CoRR Endri Taka, Andre Roesti, Joseph Melber, Pranathi Vasireddy, Kristof Denolf, Diana Marculescu
2024	J	`jnl`	CHARM 2.0: Composing Heterogeneous Accelerators for Deep Learning on Versal ACAP Architecture. ACM Trans. Reconfigurable Technol. Syst. Jinming Zhuang, Jason Lau, Hanchen Ye, Zhuoping Yang, Shixin Ji, Jack Lo, Kristof Denolf, Stephen Neuendorffer, Alex K. Jones, Jingtong Hu, Yiyu Shi, Deming Chen, Jason Cong, Peipei Zhou
2024	J	`jnl`	Error Diffusion: Post Training Quantization with Block-Scaled Number Formats for Neural Networks. CoRR Alireza Khodamoradi, Kristof Denolf, Eric Dellinger
2024	J	`jnl`	Tailor: Altering Skip Connections for Resource-Efficient Inference. ACM Trans. Reconfigurable Technol. Syst. Olivia Weng, Gabriel Marcano, Vladimir Loncar, Alireza Khodamoradi, G. Abarajithan, Nojan Sheybani, Andres Meza, Farinaz Koushanfar, Kristof Denolf, Javier Mauricio Duarte, Ryan Kastner
2024	—	`conf`	The Genomic Computing Revolution: Defining the Next Decades of Accelerating Genomics. HPEC Harisankar Sadasivan, Artur Klauser, Jürgen Hench, Yatish Turakhia, Gagandeep Singh, Alberto Zeni, Sarah J. Beecroft, Satish Narayanasamy, Jeff Nivala, Bob Robey, Onur Mutlu, Kristof Denolf, Sriranjani Sitaraman
2023	A	`conf`	Adapting Skip Connections for Resource-Efficient FPGA Inference. FPGA Olivia Weng, Gabriel Marcano, Vladimir Loncar, Alireza Khodamoradi, Nojan Sheybani, Farinaz Koushanfar, Kristof Denolf, Javier Mauricio Duarte, Ryan Kastner
2023	A	`conf`	CHARM: Composing Heterogeneous AcceleRators for Matrix Multiply on Versal ACAP Architecture. FPGA Jinming Zhuang, Jason Lau, Hanchen Ye, Zhuoping Yang, Yubo Du, Jack Lo, Kristof Denolf, Stephen Neuendorffer, Alex K. Jones, Jingtong Hu, Deming Chen, Jason Cong, Peipei Zhou
2023	J	`jnl`	CHARM: Composing Heterogeneous Accelerators for Matrix Multiply on Versal ACAP Architecture. CoRR Jinming Zhuang, Jason Lau, Hanchen Ye, Zhuoping Yang, Yubo Du, Jack Lo, Kristof Denolf, Stephen Neuendorffer, Alex K. Jones, Jingtong Hu, Deming Chen, Jason Cong, Peipei Zhou
2023	J	`jnl`	Microscaling Data Formats for Deep Learning. CoRR 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
2023	A	`conf`	SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil Computation. ICS Gagandeep Singh, Alireza Khodamoradi, Kristof Denolf, Jack Lo, Juan Gómez-Luna, Joseph Melber, Andra Bisca, Henk Corporaal, Onur Mutlu
2023	J	`jnl`	SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil Computation. CoRR Gagandeep Singh, Alireza Khodamoradi, Kristof Denolf, Jack Lo, Juan Gómez-Luna, Joseph Melber, Andra Bisca, Henk Corporaal, Onur Mutlu
2023	J	`jnl`	Tailor: Altering Skip Connections for Resource-Efficient Inference. CoRR Olivia Weng, Gabriel Marcano, Vladimir Loncar, Alireza Khodamoradi, Nojan Sheybani, Farinaz Koushanfar, Kristof Denolf, Javier Mauricio Duarte, Ryan Kastner
2022	J	`jnl`	A Framework for Designing Efficient Deep Learning-Based Genomic Basecallers. CoRR Gagandeep Singh, Mohammed Alser, Alireza Khodamoradi, Kristof Denolf, Can Firtina, Meryem Banu Cavlak, Henk Corporaal, Onur Mutlu
2021	B	`conf`	ASLR: An Adaptive Scheduler for Learning Rate. IJCNN Alireza Khodamoradi, Kristof Denolf, Kees A. Vissers, Ryan Kastner
2021	J	`jnl`	Benchmarking vision kernels and neural network inference accelerators on embedded platforms. J. Syst. Archit. Murad Qasaimeh, Kristof Denolf, Alireza Khodamoradi, Michaela Blott, Jack Lo, Lisa Halder, Kees A. Vissers, Joseph Zambreno, Phillip H. Jones
2021	A	`conf`	S2N2: A FPGA Accelerator for Streaming Spiking Neural Networks. FPGA Alireza Khodamoradi, Kristof Denolf, Ryan Kastner
2021	—	`conf`	Trainable Preprocessing for Reduced Precision Neural Networks. EUSIPCO Gábor Csordás, Kristof Denolf, Nicholas J. Fraser, Alessandro Pappalardo, Kees A. Vissers
2019	Misc	`conf`	Analyzing the Energy-Efficiency of Vision Kernels on Embedded CPU, GPU and FPGA Platforms. FCCM Murad Qasaimeh, Joseph Zambreno, Phillip H. Jones, Kristof Denolf, Jack Lo, Kees A. Vissers
2019	—	`conf`	Comparing Energy Efficiency of CPU, GPU and FPGA Implementations for Vision Kernels. ICESS Murad Qasaimeh, Kristof Denolf, Jack Lo, Kees A. Vissers, Joseph Zambreno, Phillip H. Jones
2019	J	`jnl`	Comparing Energy Efficiency of CPU, GPU and FPGA Implementations for Vision Kernels. CoRR Murad Qasaimeh, Kristof Denolf, Jack Lo, Kees A. Vissers, Joseph Zambreno, Phillip H. Jones
2009	A	`conf`	Rate-distortion-complexity performance analysis of the SVC decoder. ICME Tong Gan, Bart Masschelein, Carolina Blanch, Antoine Dejonghe, Kristof Denolf
2009	B	`conf`	Using C-to-gates to program streaming image processing kernels efficiently on FPGAs. FPL Kristof Denolf, Stephen Neuendorffer, Kees A. Vissers
2008	A	`conf`	Cross-layer optimization for multi-user video streaming over IEEE 802.11E HCCA wireless networks. ICME Tong Gan, Antoine Dejonghe, Gregory Lenoir, Kristof Denolf, Gauthier Lafruit, Iole Moccagatta
2007	J	`jnl`	A Systematic Approach to Design Low-Power Video Codec Cores. EURASIP J. Embed. Syst. Kristof Denolf, Adrian Chirila-Rus, Paul R. Schumacher, Robert D. Turney, Kees A. Vissers, Diederik Verkest, Henk Corporaal
2007	J	`jnl`	Exploiting the Expressiveness of Cyclo-Static Dataflow to Model Multimedia Implementations. EURASIP J. Adv. Signal Process. Kristof Denolf, Marco Jan Gerrit Bekooij, Johan Cockx, Diederik Verkest, Henk Corporaal
2007	A	`conf`	Modelling Energy Consumption of an ASIC MPEG-4 Simple Profile Encoder. ICME Tong Gan, Kristof Denolf, Gauthier Lafruit, Iole Moccagatta, Antoine Dejonghe, Gregory Lenoir
2007	J	`jnl`	SPRINT: A Tool to Generate Concurrent Transaction-Level Models from Sequential Code. EURASIP J. Adv. Signal Process. Johan Cockx, Kristof Denolf, Bart Vanhoof, Richard Stahl
2005	—	`conf`	A scalable, multi-stream MPEG-4 video decoder for conferencing and surveillance applications. ICIP (2) Paul R. Schumacher, Kristof Denolf, Adrian Chirila-Rus, Robert D. Turney, Nick Fedele, Kees A. Vissers, Jan Bormans
2005	C	`conf`	Communication Primitives Driven Hardware Design and Test Methodology Applied on Complex Video Applications. IEEE International Workshop on Rapid System Prototyping Adrian Chirila-Rus, Kristof Denolf, Bart Vanhoof, Paul R. Schumacher, Kees A. Vissers
2005	J	`jnl`	Memory Centric Design of an MPEG-4 Video Encoder. IEEE Trans. Circuits Syst. Video Technol. Kristof Denolf, Christophe De Vleeschouwer, Robert D. Turney, Gauthier Lafruit, Jan Bormans
2005	B	`conf`	Memory Efficient Design of an MPEG-4 Video Encoder for FPGAs. FPL Kristof Denolf, Adrian Chirila-Rus, Robert D. Turney, Paul R. Schumacher, Kees A. Vissers
2004	A	`conf`	A Power Optimized Display Memory Organization for Handheld User Terminal. DATE Lieven Hollevoet, Andy Dewilde, Kristof Denolf, Francky Catthoor, Filip Louagie
2004	J	`jnl`	Performance and Complexity Co-evaluation of the Advanced Video Coding Standard for Cost-Effective Multimedia Communications. EURASIP J. Adv. Signal Process. Sergio Saponara, Kristof Denolf, Gauthier Lafruit, Carolina Blanch, Jan Bormans
2002	J	`jnl`	Algorithmic and architectural co-design of a motion-estimation engine for low-power video devices. IEEE Trans. Circuits Syst. Video Technol. Christophe De Vleeschouwer, Tord Nilsson, Kristof Denolf, Jan Bormans
2002	—	`conf`	Systematic Address and Control Code Transformations for Performance Optimisation of a MPEG-4 Video Decoder. ASP-DAC/VLSI Design Martin Palkovic, Miguel Miranda, Kristof Denolf, Peter Vos, Francky Catthoor
2000	C	`conf`	3D computational graceful degradation. ISCAS Gauthier Lafruit, Lode Nachtergaele, Kristof Denolf, Jan Bormans
2000	—	`conf`	Cost-Efficient C-Level Design of an MPEG-4 Video Decoder. PATMOS Kristof Denolf, Peter Vos, Jan Bormans, Ivo Bolsens