Alexander Montgomerie-Corcoran

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Convolutional Neural Network

Hardware Implementation

Real Time Image Processing

Top Venues

Publications

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