Edward J. Stow's Home Page

Publications:

• September 2022, Journal Paper
• Authors: Edward Stow, Abrar Ahsan, Yingying Li, Ali Babaei, Riku Murai, Sajad Saeedi, Paul H. J. Kelly
• Accepted in Springer: Autonomous Robots

@article{10.1007/s10514-022-10053-w,
	title        = {Compiling CNNs with Cain: focal-plane processing for robot navigation},
	author       = {Stow, Edward and Ahsan, Abrar and Li, Yingying and Babaei, Ali and Murai, Riku and Saeedi, Sajad and Kelly, Paul H. J.},
	year         = 2022,
	month        = {09},
	day          = 10,
	journal      = {Autonomous Robots},
	doi          = {10.1007/s10514-022-10053-w},
	issn         = {1573-7527},
	url          = {https://doi.org/10.1007/s10514-022-10053-w}
}

• August 2022, Journal Paper
• Authors: Edward Stow, Paul H. J. Kelly
• Accepted in Frontiers in Computer Science: Software Abstractions for Emerging Architectures

@article{10.3389/fcomp.2022.921454,
	title        = {Convolutional kernel function algebra},
	author       = {Stow, Edward and Kelly, Paul H. J.},
	year         = 2022,
	journal      = {Frontiers in Computer Science},
	volume       = 4,
	doi          = {10.3389/fcomp.2022.921454},
	issn         = {2624-9898},
	url          = {https://www.frontiersin.org/articles/10.3389/fcomp.2022.921454}
}

• August 2021, Workshop Paper and Poster
• Authors: Edward Stow, Paul H. J. Kelly
• Accepted in IEEE International Conference on Robotics and Automation (ICRA) workshop: On and Near-sensor Vision Processing, from Photons to Applications

@article{stow2021superpixels,
	title        = {Super-pixel Compilation for Pixel Processor Arrays},
	author       = {Stow, Edward and Kelly, Paul H. J.},
	year         = 2021,
	month        = {06},
	day          = 4,
	url          = {https://sites.google.com/view/onsvp-icra-2021-workshop/home#h.p_-8VV_3KZtZN1}
}

• October 2020, Conference/Workshop Paper
• Authors: Edward Stow, Riku Murai, Sajad Saeedi, Paul H. J. Kelly
• Accepted at Languages and Compilers for Parallel Computing 2020 Conference
• Later uploaded to Arxiv
• Published by Springer: Lecture Notes in Computer Science book series in February 2022

@inproceedings{10.1007/978-3-030-95953-1_13,
	title        = {Cain: Automatic Code Generation for Simultaneous Convolutional Kernels on Focal-plane Sensor-processors},
	author       = {Stow, Edward and Murai, Riku and Saeedi, Sajad and Kelly, Paul H. J.},
	year         = 2022,
	booktitle    = {Languages and Compilers for Parallel Computing},
	publisher    = {Springer International Publishing},
	address      = {Cham},
	pages        = {181--197},
	isbn         = {978-3-030-95953-1},
	editor       = {Chapman, Barbara and Moreira, Jos{\'e}}
}

@misc{stow2021cain,
	title        = {Cain: Automatic Code Generation for Simultaneous Convolutional Kernels on Focal-plane Sensor-processors},
	author       = {Edward Stow and Riku Murai and Sajad Saeedi and Paul H. J. Kelly},
	year         = 2021,
	eprint       = {2101.08715},
	archiveprefix = {arXiv},
	primaryclass = {cs.AR}
}

• June 2020, MEng Thesis
• Supervisor: Prof. Paul H. J. Kelly

@mastersthesis{stow2020,
	title        = {Automatic Code Generation for Simultaneous Convolutional Kernels on Cellular Processor Arrays},
	author       = {Stow, Edward},
	year         = 2020,
	url          = {https://edstow.co.uk/pub/2020/MEngThesis.pdf},
	school       = {Imperial College London},
	issue_date   = {June 2020}
}