Cormac Brick

Always-on Vision Processing Unit for Mobile Applications

David Moloney, Brendan Barry, Cormac Brick, 2015, IEEE Micro.

SQuantizer: Simultaneous Learning for Both Sparse and Low-precision Neural Networks pdf

Xiaofan Xu, Cormac Brick, Mi Sun Park, 2018, ArXiv.

Image rotation rectification in steroscopic 3D on multi-core architectures

Valentin Muresan, Cormac Brick, Ivan Velciov, 2012, MMEDIA 2012.

Myriad 2: Eye of the computational vision storm

David Moloney, Cormac Brick, Fergal Connor, 2014, 2014 IEEE Hot Chips 26 Symposium (HCS).

Hybrid Pruning: Thinner Sparse Networks for Fast Inference on Edge Devices pdf

Xiaofan Xu, Cormac Brick, Mi Sun Park, 2018, ArXiv.

Deep Learning Stereo Vision at the edge pdf

Cormac Brick, Luca Puglia, C. Brick, 2020, ArXiv.

Special Session: Approximate TinyML Systems: Full System Approximations for Extreme Energy-Efficiency in Intelligent Edge Devices

Arnab Raha, Vijay Raghunathan, Debabrata Mohapatra, 2021, 2021 IEEE 39th International Conference on Computer Design (ICCD).

Design Considerations for Edge Neural Network Accelerators: An Industry Perspective

Deepak Mathaikutty, Arnab Raha, Debabrata Mohapatra, 2021, 2021 34th International Conference on VLSI Design and 2021 20th International Conference on Embedded Systems (VLSID).