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@misc{Thefutur92:online,
author = {ARM.com},
title = {The future is being built on Arm: Market diversification continues to drive strong royalty and licensing growth as ecosystem reaches quarter of a trillion chips milestone Arm®},
howpublished = {\url{https://www.arm.com/company/news/2023/02/arm-announces-q3-fy22-results}},
month = {},
year = {},
note = {(Accessed on 09/16/2023)}
}
@book{rosenblatt1957perceptron,
title={The perceptron, a perceiving and recognizing automaton Project Para},
author={Rosenblatt, Frank},
year={1957},
publisher={Cornell Aeronautical Laboratory}
}
@article{rumelhart1986learning,
title={Learning representations by back-propagating errors},
author={Rumelhart, David E and Hinton, Geoffrey E and Williams, Ronald J},
journal={nature},
volume={323},
number={6088},
pages={533--536},
year={1986},
publisher={Nature Publishing Group UK London}
}
@book{warden2019tinyml,
title={Tinyml: Machine learning with tensorflow lite on arduino and ultra-low-power microcontrollers},
author={Warden, Pete and Situnayake, Daniel},
year={2019},
publisher={O'Reilly Media}
}
@inproceedings{jouppi2017datacenter,
title={In-datacenter performance analysis of a tensor processing unit},
author={Jouppi, Norman P and Young, Cliff and Patil, Nishant and Patterson, David and Agrawal, Gaurav and Bajwa, Raminder and Bates, Sarah and Bhatia, Suresh and Boden, Nan and Borchers, Al and others},
booktitle={Proceedings of the 44th annual international symposium on computer architecture},
pages={1--12},
year={2017}
}
@article{krizhevsky2012imagenet,
title={Imagenet classification with deep convolutional neural networks},
author={Krizhevsky, Alex and Sutskever, Ilya and Hinton, Geoffrey E},
journal={Advances in neural information processing systems},
volume={25},
year={2012}
}
@inproceedings{chen2018tvm,
title={$\{$TVM$\}$: An automated $\{$End-to-End$\}$ optimizing compiler for deep learning},
author={Chen, Tianqi and Moreau, Thierry and Jiang, Ziheng and Zheng, Lianmin and Yan, Eddie and Shen, Haichen and Cowan, Meghan and Wang, Leyuan and Hu, Yuwei and Ceze, Luis and others},
booktitle={13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18)},
pages={578--594},
year={2018}
}
@article{paszke2019pytorch,
title={Pytorch: An imperative style, high-performance deep learning library},
author={Paszke, Adam and Gross, Sam and Massa, Francisco and Lerer, Adam and Bradbury, James and Chanan, Gregory and Killeen, Trevor and Lin, Zeming and Gimelshein, Natalia and Antiga, Luca and others},
journal={Advances in neural information processing systems},
volume={32},
year={2019}
}
@inproceedings{abadi2016tensorflow,
title={$\{$TensorFlow$\}$: a system for $\{$Large-Scale$\}$ machine learning},
author={Abadi, Mart{\'\i}n and Barham, Paul and Chen, Jianmin and Chen, Zhifeng and Davis, Andy and Dean, Jeffrey and Devin, Matthieu and Ghemawat, Sanjay and Irving, Geoffrey and Isard, Michael and others},
booktitle={12th USENIX symposium on operating systems design and implementation (OSDI 16)},
pages={265--283},
year={2016}
}
@misc{chollet2015,
author = {François Chollet },
title = {keras},
year = {2015},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {\url{https://github.com/fchollet/keras}},
commit = {5bcac37}
}
@article{vaswani2017attention,
title={Attention is all you need},
author={Vaswani, Ashish and Shazeer, Noam and Parmar, Niki and Uszkoreit, Jakob and Jones, Llion and Gomez, Aidan N and Kaiser, {\L}ukasz and Polosukhin, Illia},
journal={Advances in neural information processing systems},
volume={30},
year={2017}
}
@article{goodfellow2020generative,
title={Generative adversarial networks},
author={Goodfellow, Ian and Pouget-Abadie, Jean and Mirza, Mehdi and Xu, Bing and Warde-Farley, David and Ozair, Sherjil and Courville, Aaron and Bengio, Yoshua},
journal={Communications of the ACM},
volume={63},
number={11},
pages={139--144},
year={2020},
publisher={ACM New York, NY, USA}
}
@article{bank2023autoencoders,
title={Autoencoders},
author={Bank, Dor and Koenigstein, Noam and Giryes, Raja},
journal={Machine Learning for Data Science Handbook: Data Mining and Knowledge Discovery Handbook},
pages={353--374},
year={2023},
publisher={Springer}
}