Alexander Montgomerie-Corcoran

Imperial College London — United Kingdom

Computer Science · Physical Sciences

5h-index80citations14works0.52yr avg
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Research Topics

Advanced Neural Network Applications(11), Advanced Memory and Neural Computing(7), Parallel Computing and Optimization Techniques(6), CCD and CMOS Imaging Sensors(4), Advanced Data Storage Technologies(3)

Publications14 total

HASS: Hardware-Aware Sparsity Search for Dataflow DNN Accelerator
2024· 1 cited
HASS: Hardware-Aware Sparsity Search for Dataflow DNN Accelerator
arXiv (Cornell University)·2024Open Access
SATAY: A Streaming Architecture Toolflow for Accelerating YOLO Models on FPGA Devices
2023· 31 cited
PASS: Exploiting Post-Activation Sparsity in Streaming Architectures for CNN Acceleration
2023· 3 cited
SATAY: A Streaming Architecture Toolflow for Accelerating YOLO Models on FPGA Devices
arXiv (Cornell University)·2023· 1 citedOpen Access
A Dataflow Compiler for Efficient LLM Inference using Custom Microscaling Formats
arXiv (Cornell University)·2023· 1 citedOpen Access
PASS: Exploiting Post-Activation Sparsity in Streaming Architectures for CNN Acceleration
arXiv (Cornell University)·2023Open Access
HARFLOW3D: A Latency-Oriented 3D-CNN Accelerator Toolflow for HAR on FPGA Devices
2023· 11 cited
HARFLOW3D: A Latency-Oriented 3D-CNN Accelerator Toolflow for HAR on FPGA Devices
arXiv (Cornell University)·2023Open Access
SAMO: Optimised Mapping of Convolutional Neural Networks to Streaming Architectures
2022· 16 cited
SAMO: Optimised Mapping of Convolutional Neural Networks to Streaming Architectures
arXiv (Cornell University)·2021Open Access
POMMEL: Exploring Off-Chip Memory Energy & Power Consumption in Convolutional Neural Network Accelerators
2021
DEF
2021· 5 cited
Power-Aware FPGA Mapping of Convolutional Neural Networks
2019· 11 cited

Frequent Co-authors

Christos-Savvas Bouganis(14), Zhewen Yu(9), Jianyi Cheng(5), Petros Toupas(4), Dimitrios Tzovaras(2), Sudarshan Sreeram(2), Krish Agrawal(2), Junyi Wu(2), Cheng Zhang(2), Yiren Zhao(2), Stylianos I. Venieris(1), Cheng Zhang(1), Can Xiao(1)