Ryan Antonio

According to our database, Ryan Antonio authored at least 12 papers between 2024 and 2026.

Collaborative distances:

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

2026

FlexiGen: An Automated AI Accelerator Generation Framework With Decoupled-Access-Execute and Dynamic Dataflows.

Xiaoling Yi, Man Shi, Joren Dumoulin, Jiacong Sun, Yunhao Deng, Ryan Antonio, Fanchen Kong, Yu Zhang, Yuqi Jiang, Marian Verhelst

IEEE Trans. Circuits Syst. I Regul. Pap., June, 2026

A 16 nm 1.60TOPS/W High Utilization DNN Accelerator with 3D Spatial Data Reuse and Efficient Shared Memory Access.

Xiaoling Yi, Ryan Antonio, Yunhao Deng, Fanchen Kong, Joren Dumoulin, Jun Yin, Marian Verhelst

Proceedings of the IEEE International Symposium on Circuits and Systems, 2026

HDStream: An Energy-efficient 7.98 TBOPS/W Hyperdimensional Computing Streaming Processor.

Ryan Antonio, Xiaoling Yi, Yunhao Deng, Fanchen Kong, Jun Yin, Marian Verhelst

Proceedings of the Great Lakes Symposium on VLSI 2026, 2026

Torrent : A Distributed DMA for Efficient and Flexible Point-to-Multipoint Data Movement.

Yunhao Deng, Fanchen Kong, Xiaoling Yi, Ryan Antonio, Marian Verhelst

Proceedings of the Design, Automation & Test in Europe Conference, 2026

STELLA: A 16nm Spatio-Temporal Elastic Low-Latency CGRA for Multi-Stage Pipelined Applications.

Jun Yin, Chao Fang, Ryan Antonio, Xiaoling Yi, Yunhao Deng, Fanchen Kong, Marian Verhelst

Proceedings of the IEEE Custom Integrated Circuits Conference, 2026

The Configuration Wall: Characterization and Elimination of Accelerator Configuration Overhead.

Josse Van Delm, Anton Lydike, Joren Dumoulin, Jonas Crols, Xiaoling Yi, Ryan Antonio, Jackson Woodruff, Tobias Grosser, Marian Verhelst

Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2026

2025

iEEG Seizure Detection with a Sparse Hyperdimensional Computing Accelerator.

Stef Cuyckens, Ryan Antonio, Chao Fang, Marian Verhelst

Proceedings of the 20th International Conference on PhD Research in Microelectronics and Electronics, 2025

An Open-Source HW-SW Co-Development Framework Enabling Efficient Multi-Accelerator Systems.

Ryan Antonio, Joren Dumoulin, Xiaoling Yi, Josse Van Delm, Yunhao Deng, Guilherme Paim, Marian Verhelst

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2025

XDMA: A Distributed, Extensible DMA Architecture for Layout-Flexible Data Movements in Heterogeneous Multi-Accelerator SoCs.

Fanchen Kong, Yunhao Deng, Xiaoling Yi, Ryan Antonio, Marian Verhelst

Proceedings of the 43rd IEEE International Conference on Computer Design, 2025

DataMaestro: A Versatile and Efficient Data Streaming Engine Bringing Decoupled Memory Access To Dataflow Accelerators.

Xiaoling Yi, Yunhao Deng, Ryan Antonio, Fanchen Kong, Guilherme Paim, Marian Verhelst

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

OpenGeMM: A Highly-Efficient GeMM Accelerator Generator with Lightweight RISC-V Control and Tight Memory Coupling.

Xiaoling Yi, Ryan Antonio, Joren Dumoulin, Jiacong Sun, Josse Van Delm, Guilherme Pereira Paim, Marian Verhelst

Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025

2024

OpenGeMM: A High-Utilization GeMM Accelerator Generator with Lightweight RISC-V Control and Tight Memory Coupling.

Xiaoling Yi, Ryan Antonio, Joren Dumoulin, Jiacong Sun, Josse Van Delm, Guilherme Paim, Marian Verhelst

CoRR, 2024