Alexander Montgomerie-Corcoran

14 papers B 3C 1Misc 1Journal 6Unranked 3

Year	Rank	Type	Title / Venue / Authors
2024	B	`conf`	HASS: Hardware-Aware Sparsity Search for Dataflow DNN Accelerator. FPL Zhewen Yu, Sudarshan Sreeram, Krish Agrawal, Junyi Wu, Alexander Montgomerie-Corcoran, Cheng Zhang, Jianyi Cheng, Christos-Savvas Bouganis, Yiren Zhao
2024	J	`jnl`	HASS: Hardware-Aware Sparsity Search for Dataflow DNN Accelerator. CoRR Zhewen Yu, Sudarshan Sreeram, Krish Agrawal, Junyi Wu, Alexander Montgomerie-Corcoran, Cheng Zhang, Jianyi Cheng, Christos-Savvas Bouganis, Yiren Zhao
2023	J	`jnl`	Fast Prototyping Next-Generation Accelerators for New ML Models using MASE: ML Accelerator System Exploration. CoRR Jianyi Cheng, Cheng Zhang, Zhewen Yu, Alexander Montgomerie-Corcoran, Can Xiao, Christos-Savvas Bouganis, Yiren Zhao
2023	Misc	`conf`	HARFLOW3D: A Latency-Oriented 3D-CNN Accelerator Toolflow for HAR on FPGA Devices. FCCM Petros Toupas, Alexander Montgomerie-Corcoran, Christos-Savvas Bouganis, Dimitrios Tzovaras
2023	J	`jnl`	HARFLOW3D: A Latency-Oriented 3D-CNN Accelerator Toolflow for HAR on FPGA Devices. CoRR Petros Toupas, Alexander Montgomerie-Corcoran, Christos-Savvas Bouganis, Dimitrios Tzovaras
2023	B	`conf`	PASS: Exploiting Post-Activation Sparsity in Streaming Architectures for CNN Acceleration. FPL Alexander Montgomerie-Corcoran, Zhewen Yu, Jianyi Cheng, Christos-Savvas Bouganis
2023	J	`jnl`	PASS: Exploiting Post-Activation Sparsity in Streaming Architectures for CNN Acceleration. CoRR Alexander Montgomerie-Corcoran, Zhewen Yu, Jianyi Cheng, Christos-Savvas Bouganis
2023	—	`conf`	SATAY: A Streaming Architecture Toolflow for Accelerating YOLO Models on FPGA Devices. ICFPT Alexander Montgomerie-Corcoran, Petros Toupas, Zhewen Yu, Christos-Savvas Bouganis
2023	J	`jnl`	SATAY: A Streaming Architecture Toolflow for Accelerating YOLO Models on FPGA Devices. CoRR Alexander Montgomerie-Corcoran, Petros Toupas, Zhewen Yu, Christos-Savvas Bouganis
2022	B	`conf`	SAMO: Optimised Mapping of Convolutional Neural Networks to Streaming Architectures. FPL Alexander Montgomerie-Corcoran, Zhewen Yu, Christos-Savvas Bouganis
2021	—	`conf`	DEF: Differential Encoding of Featuremaps for Low Power Convolutional Neural Network Accelerators. ASP-DAC Alexander Montgomerie-Corcoran, Christos-Savvas Bouganis
2021	C	`conf`	POMMEL: Exploring Off-Chip Memory Energy & Power Consumption in Convolutional Neural Network Accelerators. DSD Alexander Montgomerie-Corcoran, Christos-Savvas Bouganis
2021	J	`jnl`	SAMO: Optimised Mapping of Convolutional Neural Networks to Streaming Architectures. CoRR Alexander Montgomerie-Corcoran, Zhewen Yu, Christos-Savvas Bouganis
2019	—	`conf`	Power-Aware FPGA Mapping of Convolutional Neural Networks. FPT Alexander Montgomerie-Corcoran, Stylianos I. Venieris, Christos-Savvas Bouganis