Kristof Denolf

According to our database, Kristof Denolf authored at least 32 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

CHARM 2.0: Composing Heterogeneous Accelerators for Deep Learning on Versal ACAP Architecture.

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

ACM Trans. Reconfigurable Technol. Syst., September, 2024

Tailor: Altering Skip Connections for Resource-Efficient Inference.

Olivia Weng, Gabriel Marcano, Vladimir Loncar, Alireza Khodamoradi, G. Abarajithan, Nojan Sheybani, Andres Meza, Farinaz Koushanfar, Kristof Denolf, Javier Mauricio Duarte, Ryan Kastner

ACM Trans. Reconfigurable Technol. Syst., March, 2024

Error Diffusion: Post Training Quantization with Block-Scaled Number Formats for Neural Networks.

Alireza Khodamoradi, Kristof Denolf, Eric Dellinger

CoRR, 2024

2023

Microscaling Data Formats for Deep Learning.

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

CoRR, 2023

Tailor: Altering Skip Connections for Resource-Efficient Inference.

Olivia Weng, Gabriel Marcano, Vladimir Loncar, Alireza Khodamoradi, Nojan Sheybani, Farinaz Koushanfar, Kristof Denolf, Javier Mauricio Duarte, Ryan Kastner

CoRR, 2023

SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil Computation.

Gagandeep Singh, Alireza Khodamoradi, Kristof Denolf, Jack Lo, Juan Gómez-Luna, Joseph Melber, Andra Bisca, Henk Corporaal, Onur Mutlu

Proceedings of the 37th International Conference on Supercomputing, 2023

CHARM: Composing Heterogeneous AcceleRators for Matrix Multiply on Versal ACAP Architecture.

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

Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2023

Adapting Skip Connections for Resource-Efficient FPGA Inference.

Olivia Weng, Gabriel Marcano, Vladimir Loncar, Alireza Khodamoradi, Nojan Sheybani, Farinaz Koushanfar, Kristof Denolf, Javier Mauricio Duarte, Ryan Kastner

Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2023

2022

A Framework for Designing Efficient Deep Learning-Based Genomic Basecallers.

Gagandeep Singh, Mohammed Alser, Alireza Khodamoradi, Kristof Denolf, Can Firtina, Meryem Banu Cavlak, Henk Corporaal, Onur Mutlu

CoRR, 2022

2021

Benchmarking vision kernels and neural network inference accelerators on embedded platforms.

Murad Qasaimeh, Kristof Denolf, Alireza Khodamoradi, Michaela Blott, Jack Lo, Lisa Halder, Kees A. Vissers, Joseph Zambreno, Phillip H. Jones

J. Syst. Archit., 2021

ASLR: An Adaptive Scheduler for Learning Rate.

Alireza Khodamoradi, Kristof Denolf, Kees A. Vissers, Ryan Kastner

Proceedings of the International Joint Conference on Neural Networks, 2021

S2N2: A FPGA Accelerator for Streaming Spiking Neural Networks.

Alireza Khodamoradi, Kristof Denolf, Ryan Kastner

Proceedings of the FPGA '21: The 2021 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, Virtual Event, USA, February 28, 2021

Trainable Preprocessing for Reduced Precision Neural Networks.

Gábor Csordás, Kristof Denolf, Nicholas J. Fraser, Alessandro Pappalardo, Kees A. Vissers

Proceedings of the 29th European Signal Processing Conference, 2021

2019

Comparing Energy Efficiency of CPU, GPU and FPGA Implementations for Vision Kernels.

Murad Qasaimeh, Kristof Denolf, Jack Lo, Kees A. Vissers, Joseph Zambreno, Phillip H. Jones

Proceedings of the 15th IEEE International Conference on Embedded Software and Systems, 2019

Analyzing the Energy-Efficiency of Vision Kernels on Embedded CPU, GPU and FPGA Platforms.

Murad Qasaimeh, Joseph Zambreno, Phillip H. Jones, Kristof Denolf, Jack Lo, Kees A. Vissers

Proceedings of the 27th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2019

2009

Rate-distortion-complexity performance analysis of the SVC decoder.

Tong Gan, Bart Masschelein, Carolina Blanch, Antoine Dejonghe, Kristof Denolf

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Using C-to-gates to program streaming image processing kernels efficiently on FPGAs.

Kristof Denolf, Stephen Neuendorffer, Kees A. Vissers

Proceedings of the 19th International Conference on Field Programmable Logic and Applications, 2009

2008

Cross-layer optimization for multi-user video streaming over IEEE 802.11E HCCA wireless networks.

Tong Gan, Antoine Dejonghe, Gregory Lenoir, Kristof Denolf, Gauthier Lafruit, Iole Moccagatta

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

2007

A Systematic Approach to Design Low-Power Video Codec Cores.

Kristof Denolf, Adrian Chirila-Rus, Paul R. Schumacher, Robert D. Turney, Kees A. Vissers, Diederik Verkest, Henk Corporaal

EURASIP J. Embed. Syst., 2007

Exploiting the Expressiveness of Cyclo-Static Dataflow to Model Multimedia Implementations.

Kristof Denolf, Marco Jan Gerrit Bekooij, Johan Cockx, Diederik Verkest, Henk Corporaal

EURASIP J. Adv. Signal Process., 2007

SPRINT: A Tool to Generate Concurrent Transaction-Level Models from Sequential Code.

Johan Cockx, Kristof Denolf, Bart Vanhoof, Richard Stahl

EURASIP J. Adv. Signal Process., 2007

Modelling Energy Consumption of an ASIC MPEG-4 Simple Profile Encoder.

Tong Gan, Kristof Denolf, Gauthier Lafruit, Iole Moccagatta, Antoine Dejonghe, Gregory Lenoir

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

2005

Memory Centric Design of an MPEG-4 Video Encoder.

Kristof Denolf, Christophe De Vleeschouwer, Robert D. Turney, Gauthier Lafruit, Jan Bormans

IEEE Trans. Circuits Syst. Video Technol., 2005

Communication Primitives Driven Hardware Design and Test Methodology Applied on Complex Video Applications.

Adrian Chirila-Rus, Kristof Denolf, Bart Vanhoof, Paul R. Schumacher, Kees A. Vissers

Proceedings of the 16th IEEE International Workshop on Rapid System Prototyping (RSP 2005), 2005

A scalable, multi-stream MPEG-4 video decoder for conferencing and surveillance applications.

Paul R. Schumacher, Kristof Denolf, Adrian Chirila-Rus, Robert D. Turney, Nick Fedele, Kees A. Vissers, Jan Bormans

Proceedings of the 2005 International Conference on Image Processing, 2005

Memory Efficient Design of an MPEG-4 Video Encoder for FPGAs.

Kristof Denolf, Adrian Chirila-Rus, Robert D. Turney, Paul R. Schumacher, Kees A. Vissers

Proceedings of the 2005 International Conference on Field Programmable Logic and Applications (FPL), 2005

2004

Performance and Complexity Co-evaluation of the Advanced Video Coding Standard for Cost-Effective Multimedia Communications.

Sergio Saponara, Kristof Denolf, Gauthier Lafruit, Carolina Blanch, Jan Bormans

EURASIP J. Adv. Signal Process., 2004

A Power Optimized Display Memory Organization for Handheld User Terminal.

Lieven Hollevoet, Andy Dewilde, Kristof Denolf, Francky Catthoor, Filip Louagie

Proceedings of the 2004 Design, 2004

2002

Algorithmic and architectural co-design of a motion-estimation engine for low-power video devices.

Christophe De Vleeschouwer, Tord Nilsson, Kristof Denolf, Jan Bormans

IEEE Trans. Circuits Syst. Video Technol., 2002

Systematic Address and Control Code Transformations for Performance Optimisation of a MPEG-4 Video Decoder.

Martin Palkovic, Miguel Miranda, Kristof Denolf, Peter Vos, Francky Catthoor

Proceedings of the 7th Asia and South Pacific Design Automation Conference (ASP-DAC 2002), 2002

2000

Cost-Efficient C-Level Design of an MPEG-4 Video Decoder.

Kristof Denolf, Peter Vos, Jan Bormans, Ivo Bolsens

Proceedings of the Integrated Circuit Design, 2000

3D computational graceful degradation.

Gauthier Lafruit, Lode Nachtergaele, Kristof Denolf, Jan Bormans

Proceedings of the IEEE International Symposium on Circuits and Systems, 2000