S2N2: A FPGA Accelerator for Streaming Spiking Neural Networks

Alireza Khodamoradi, Kristof Denolf, Ryan Kastner

EngineeringHardware AccelerationData ScienceComputational NeuroscienceComputer Engineering +12

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

Sergio Saponara, Kristof Denolf, Gauthier Lafruit, +2

SHILAP Revista de lepidopterología

Benchmarking vision kernels and neural network inference accelerators on embedded platforms

Murad Qasaimeh, Kristof Denolf, Alireza Khodamoradi, +6

Journal of Systems Architecture

Embedded PlatformsImage AnalysisMachine LearningMachine VisionEngineering +11

CHARM: <u>C</u> omposing <u>H</u> eterogeneous <u>A</u> ccele <u>R</u> ators for <u>M</u> atrix Multiply on Versal ACAP Architecture

Jinming Zhuang, Jason Lau, Hanchen Ye, +10

Small Mm LayersEngineeringHardware AccelerationHigh-performance ArchitectureVersal Acap Architecture +10

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

J. Cockx, Kristof Denolf, B. Vanhoof, +1

EURASIP Journal on Advances in Signal Processing

EngineeringVideo CodecsComputer ArchitectureSoftware EngineeringTransaction Processing +23

Initial memory complexity analysis of the AVC codec

Kristof Denolf, Carolina Blanch, Gauthier Lafruit, +1

Lossy CompressionEngineeringVideo Coding FormatComputer ArchitectureComputational Complexity +16

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

Kristof Denolf, Marco J.G. Bekooij, J. Cockx, +2

EURASIP Journal on Advances in Signal Processing

3D computational graceful degradation

Gauthier Lafruit, Lode Nachtergaele, Kristof Denolf, +1

Computational Graceful DegradationEngineeringVideo Coding Format3D ModelingComputer-aided Design +20

Memory centric design of an MPEG-4 video encoder

Kristof Denolf, Christophe De Vleeschouwer, Robert D. Turney, +2

IEEE Transactions on Circuits and Systems for Video Technology

Memory Centric OptimizationsMemory Centric DesignEngineeringMultimedia Signal ProcessingVideo Codecs +10

RUBICON: a framework for designing efficient deep learning-based genomic basecallers

Gagandeep Singh, Mohammed Alser, Kristof Denolf, +4

Genome biology