Kamil Jeziorek

18 papers B 1Journal 9Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Hardware-accelerated graph neural networks: an alternative approach for neuromorphic event-based audio classification and keyword spotting on SoC FPGA. CoRR Kamil Jeziorek, Piotr Wzorek, Krzysztof Blachut, Hiroshi Nakano, Manon Dampfhoffer, Thomas Mesquida, Hiroaki Nishi, Thomas Dalgaty, Tomasz Kryjak
2025	—	`conf`	A Model-Driven TTFS Translation for ReLU Neural Networks. SPA Michal Michniak, Kamil Jeziorek, Tomasz Kryjak
2025	—	`conf`	Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA. ARC Hiroshi Nakano, Krzysztof Blachut, Kamil Jeziorek, Piotr Wzorek, Manon Dampfhoffer, Thomas Mesquida, Hiroaki Nishi, Tomasz Kryjak, Thomas Dalgaty
2025	J	`jnl`	Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA. CoRR Hiroshi Nakano, Krzysztof Blachut, Kamil Jeziorek, Piotr Wzorek, Manon Dampfhoffer, Thomas Mesquida, Hiroaki Nishi, Tomasz Kryjak, Thomas Dalgaty
2025	—	`conf`	Hardware-aware Graph Neural Networks prunning for embedded event-based vision. SPA Piotr Wzorek, Kamil Jeziorek, Tomasz Kryjak
2025	—	`conf`	Learning from Noise: Enhancing DNNs for Event-Based Vision through Controlled Noise Injection. CVPR Workshops Marcin Kowalczyk, Kamil Jeziorek, Tomasz Kryjak
2025	J	`jnl`	Learning from Noise: Enhancing DNNs for Event-Based Vision through Controlled Noise Injection. CoRR Marcin Kowalczyk, Kamil Jeziorek, Tomasz Kryjak
2025	B	`conf`	Live Demonstration: Continuous Processing of Event-Data with Graph Convolutional Neural Networks Implemented for SoC FPGA. FPL Piotr Wzorek, Kamil Jeziorek, Marcin Kowalczyk, Krzysztof Blachut, Tomasz Kryjak, Marek Gorgon
2025	—	`conf`	Live Demonstration: Real-time event-data processing with Graph Convolutional Neural Networks and SoC FPGA. CVPR Workshops Piotr Wzorek, Krzysztof Blachut, Kamil Jeziorek, Tomasz Kryjak
2025	J	`jnl`	Self-Supervised Event Representations: Towards Accurate, Real-Time Perception on SoC FPGAs. CoRR Kamil Jeziorek, Tomasz Kryjak
2024	J	`jnl`	Embedded Graph Convolutional Networks for Real-Time Event Data Processing on SoC FPGAs. CoRR Kamil Jeziorek, Piotr Wzorek, Krzysztof Blachut, Andréa Pinna, Tomasz Kryjak
2024	—	`conf`	Increasing the Scalability of Graph Convolution for FPGA-Implemented Event-Based Vision: (PhD Forum Paper). ICFPT Piotr Wzorek, Kamil Jeziorek, Tomasz Kryjak, Andréa Pinna
2024	J	`jnl`	Increasing the scalability of graph convolution for FPGA-implemented event-based vision. CoRR Piotr Wzorek, Kamil Jeziorek, Tomasz Kryjak, Andréa Pinna
2024	—	`conf`	Optimising Graph Representation for Hardware Implementation of Graph Convolutional Networks for Event-Based Vision. DASIP Kamil Jeziorek, Piotr Wzorek, Krzysztof Blachut, Andréa Pinna, Tomasz Kryjak
2024	J	`jnl`	Optimising Graph Representation for Hardware Implementation of Graph Convolutional Networks for Event-based Vision. CoRR Kamil Jeziorek, Piotr Wzorek, Krzysztof Blachut, Andréa Pinna, Tomasz Kryjak
2023	—	`conf`	Memory-Efficient Graph Convolutional Networks for Object Classification and Detection with Event Cameras. SPA Kamil Jeziorek, Andréa Pinna, Tomasz Kryjak
2023	J	`jnl`	Memory-Efficient Graph Convolutional Networks for Object Classification and Detection with Event Cameras. CoRR Kamil Jeziorek, Andréa Pinna, Tomasz Kryjak
2022	J	`jnl`	Traffic sign detection and recognition using event camera image reconstruction. CoRR Kamil Jeziorek, Tomasz Kryjak