Kristof Denolf

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 16

Top Topics

Efficient Inference

Top Venues

ACM Trans. Reconfigurable Technol. Syst.

Publications

Olivia Weng, Gabriel Marcano, Vladimir Loncar, Alireza Khodamoradi, G. Abarajithan, Nojan Sheybani, Andres Meza, Farinaz Koushanfar, Kristof Denolf, Javier Mauricio Duarte, Ryan Kastner
Tailor: Altering Skip Connections for Resource-Efficient Inference. ACM Trans. Reconfigurable Technol. Syst. 17 (1) (2024)
Olivia Weng, Gabriel Marcano, Vladimir Loncar, Alireza Khodamoradi, Nojan Sheybani, Farinaz Koushanfar, Kristof Denolf, Javier Mauricio Duarte, Ryan Kastner
Tailor: Altering Skip Connections for Resource-Efficient Inference. CoRR (2023)
Gagandeep Singh, Alireza Khodamoradi, Kristof Denolf, Jack Lo, Juan Gómez-Luna, Joseph Melber, Andra Bisca, Henk Corporaal, Onur Mutlu
SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil Computation. CoRR (2023)
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
CHARM: Composing Heterogeneous Accelerators for Matrix Multiply on Versal ACAP Architecture. 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)
Gagandeep Singh, Alireza Khodamoradi, Kristof Denolf, Jack Lo, Juan Gómez-Luna, Joseph Melber, Andra Bisca, Henk Corporaal, Onur Mutlu
SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil Computation. ICS (2023)
Olivia Weng, Gabriel Marcano, Vladimir Loncar, Alireza Khodamoradi, Nojan Sheybani, Farinaz Koushanfar, Kristof Denolf, Javier Mauricio Duarte, Ryan Kastner
Adapting Skip Connections for Resource-Efficient FPGA Inference. FPGA (2023)
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
CHARM: Composing Heterogeneous AcceleRators for Matrix Multiply on Versal ACAP Architecture. FPGA (2023)
Gagandeep Singh, Mohammed Alser, Alireza Khodamoradi, Kristof Denolf, Can Firtina, Meryem Banu Cavlak, Henk Corporaal, Onur Mutlu
A Framework for Designing Efficient Deep Learning-Based Genomic Basecallers. CoRR (2022)
Alireza Khodamoradi, Kristof Denolf, Ryan Kastner
S2N2: A FPGA Accelerator for Streaming Spiking Neural Networks. FPGA (2021)
Alireza Khodamoradi, Kristof Denolf, Kees A. Vissers, Ryan Kastner
ASLR: An Adaptive Scheduler for Learning Rate. IJCNN (2021)
Murad Qasaimeh, Kristof Denolf, Alireza Khodamoradi, Michaela Blott, Jack Lo, Lisa Halder, Kees A. Vissers, Joseph Zambreno, Phillip H. Jones
Benchmarking vision kernels and neural network inference accelerators on embedded platforms. J. Syst. Archit. 113 (2021)
Gábor Csordás, Kristof Denolf, Nicholas J. Fraser, Alessandro Pappalardo, Kees A. Vissers
Trainable Preprocessing for Reduced Precision Neural Networks. EUSIPCO (2021)
Murad Qasaimeh, Kristof Denolf, Jack Lo, Kees A. Vissers, Joseph Zambreno, Phillip H. Jones
Comparing Energy Efficiency of CPU, GPU and FPGA Implementations for Vision Kernels. CoRR (2019)
Murad Qasaimeh, Kristof Denolf, Jack Lo, Kees A. Vissers, Joseph Zambreno, Phillip H. Jones
Comparing Energy Efficiency of CPU, GPU and FPGA Implementations for Vision Kernels. ICESS (2019)
Murad Qasaimeh, Joseph Zambreno, Phillip H. Jones, Kristof Denolf, Jack Lo, Kees A. Vissers
Analyzing the Energy-Efficiency of Vision Kernels on Embedded CPU, GPU and FPGA Platforms. FCCM (2019)
Tong Gan, Bart Masschelein, Carolina Blanch, Antoine Dejonghe, Kristof Denolf
Rate-distortion-complexity performance analysis of the SVC decoder. ICME (2009)
Kristof Denolf, Stephen Neuendorffer, Kees A. Vissers
Using C-to-gates to program streaming image processing kernels efficiently on FPGAs. FPL (2009)
Tong Gan, Antoine Dejonghe, Gregory Lenoir, Kristof Denolf, Gauthier Lafruit, Iole Moccagatta
Cross-layer optimization for multi-user video streaming over IEEE 802.11E HCCA wireless networks. ICME (2008)
Johan Cockx, Kristof Denolf, Bart Vanhoof, Richard Stahl
SPRINT: A Tool to Generate Concurrent Transaction-Level Models from Sequential Code. EURASIP J. Adv. Signal Process. 2007 (2007)
Tong Gan, Kristof Denolf, Gauthier Lafruit, Iole Moccagatta, Antoine Dejonghe, Gregory Lenoir
Modelling Energy Consumption of an ASIC MPEG-4 Simple Profile Encoder. ICME (2007)
Kristof Denolf, Adrian Chirila-Rus, Paul R. Schumacher, Robert D. Turney, Kees A. Vissers, Diederik Verkest, Henk Corporaal
A Systematic Approach to Design Low-Power Video Codec Cores. EURASIP J. Embed. Syst. 2007 (2007)
Kristof Denolf, Marco Jan Gerrit Bekooij, Johan Cockx, Diederik Verkest, Henk Corporaal
Exploiting the Expressiveness of Cyclo-Static Dataflow to Model Multimedia Implementations. EURASIP J. Adv. Signal Process. 2007 (2007)
Paul R. Schumacher, Kristof Denolf, Adrian Chirila-Rus, Robert D. Turney, Nick Fedele, Kees A. Vissers, Jan Bormans
A scalable, multi-stream MPEG-4 video decoder for conferencing and surveillance applications. ICIP (2) (2005)
Kristof Denolf, Adrian Chirila-Rus, Robert D. Turney, Paul R. Schumacher, Kees A. Vissers
Memory Efficient Design of an MPEG-4 Video Encoder for FPGAs. FPL (2005)
Kristof Denolf, Christophe De Vleeschouwer, Robert D. Turney, Gauthier Lafruit, Jan Bormans
Memory Centric Design of an MPEG-4 Video Encoder. IEEE Trans. Circuits Syst. Video Technol. 15 (5) (2005)
Adrian Chirila-Rus, Kristof Denolf, Bart Vanhoof, Paul R. Schumacher, Kees A. Vissers
Communication Primitives Driven Hardware Design and Test Methodology Applied on Complex Video Applications. IEEE International Workshop on Rapid System Prototyping (2005)
Sergio Saponara, Kristof Denolf, Gauthier Lafruit, Carolina Blanch, Jan Bormans
Performance and Complexity Co-evaluation of the Advanced Video Coding Standard for Cost-Effective Multimedia Communications. EURASIP J. Adv. Signal Process. 2004 (2) (2004)
Lieven Hollevoet, Andy Dewilde, Kristof Denolf, Francky Catthoor, Filip Louagie
A Power Optimized Display Memory Organization for Handheld User Terminal. DATE (2004)
Christophe De Vleeschouwer, Tord Nilsson, Kristof Denolf, Jan Bormans
Algorithmic and architectural co-design of a motion-estimation engine for low-power video devices. IEEE Trans. Circuits Syst. Video Technol. 12 (12) (2002)
Martin Palkovic, Miguel Miranda, Kristof Denolf, Peter Vos, Francky Catthoor
Systematic Address and Control Code Transformations for Performance Optimisation of a MPEG-4 Video Decoder. VLSI Design (2002)
Gauthier Lafruit, Lode Nachtergaele, Kristof Denolf, Jan Bormans
3D computational graceful degradation. ISCAS (2000)
Kristof Denolf, Peter Vos, Jan Bormans, Ivo Bolsens
Cost-Efficient C-Level Design of an MPEG-4 Video Decoder. PATMOS (2000)