krycek-citations.bib

@article{chen2017eyeriss,
  author    = {Yu{-}Hsin Chen and
               Tushar Krishna and
               Joel S. Emer and
               Vivienne Sze},
  title     = {Eyeriss: An Energy-Efficient Reconfigurable Accelerator for Deep Convolutional
               Neural Networks},
  journal   = {J. Solid-State Circuits},
  volume    = {52},
  number    = {1},
  pages     = {127--138},
  year      = {2017},
  timestamp = {Thu, 15 Jun 2017 21:31:34 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jssc/ChenKES17},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}

% CNN processors
@inproceedings{chakradhar2010dynamically,
  author    = {Srimat T. Chakradhar and
               Murugan Sankaradass and
               Venkata Jakkula and
               Srihari Cadambi},
  title     = {A dynamically configurable coprocessor for convolutional neural networks},
  booktitle = {37th ISCA,
               June 19-23, 2010, Saint-Malo, France},
  year      = {2010},
  timestamp = {Thu, 16 Oct 2014 17:35:16 +0200},
  biburl    = {http://dblp.org/rec/bib/conf/isca/ChakradharSJC10},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}

@inproceedings{chen2014dadiannao,
  author    = {Yunji Chen and
               Tao Luo and
               Shaoli Liu and
               Shijin Zhang and
               Liqiang He and
               Jia Wang and
               Ling Li and
               Tianshi Chen and
               Zhiwei Xu and
               Ninghui Sun and
               Olivier Temam},
  title     = {DaDianNao: {A} Machine-Learning Supercomputer},
  booktitle = {47th Annual {IEEE/ACM} MICRO,
               Cambridge, United Kingdom, December 13-17, 2014},
  year      = {2014},
  timestamp = {Sun, 21 May 2017 00:22:05 +0200},
  biburl    = {http://dblp.org/rec/bib/conf/micro/ChenLLZHWLCXST14},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}

@inproceedings{eldridge2015towards,
  author    = {Schuyler Eldridge and
               Amos Waterland and
               Margo Seltzer and
               Jonathan Appavoo and
               Ajay Joshi},
  title     = {Towards General-Purpose Neural Network Computing},
  booktitle = {PACT 2015, San Francisco, CA, USA, October 18-21, 2015},
  year      = {2015},
  timestamp = {Mon, 22 May 2017 17:11:04 +0200},
  biburl    = {http://dblp.org/rec/bib/conf/IEEEpact/EldridgeWSAJ15},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}

@inproceedings{jouppi2017datacenter,
  author    = {Norman P. Jouppi and
               Cliff Young and
               Nishant Patil and
               David Patterson and
               Gaurav Agrawal and
               Raminder Bajwa and
               Sarah Bates and
               Suresh Bhatia and
               Nan Boden and
               Al Borchers and
               Rick Boyle and
               Pierre{-}luc Cantin and
               Clifford Chao and
               Chris Clark and
               Jeremy Coriell and
               Mike Daley and
               Matt Dau and
               Jeffrey Dean and
               Ben Gelb and
               Tara Vazir Ghaemmaghami and
               Rajendra Gottipati and
               William Gulland and
               Robert Hagmann and
               C. Richard Ho and
               Doug Hogberg and
               John Hu and
               Robert Hundt and
               Dan Hurt and
               Julian Ibarz and
               Aaron Jaffey and
               Alek Jaworski and
               Alexander Kaplan and
               Harshit Khaitan and
               Daniel Killebrew and
               Andy Koch and
               Naveen Kumar and
               Steve Lacy and
               James Laudon and
               James Law and
               Diemthu Le and
               Chris Leary and
               Zhuyuan Liu and
               Kyle Lucke and
               Alan Lundin and
               Gordon MacKean and
               Adriana Maggiore and
               Maire Mahony and
               Kieran Miller and
               Rahul Nagarajan and
               Ravi Narayanaswami and
               Ray Ni and
               Kathy Nix and
               Thomas Norrie and
               Mark Omernick and
               Narayana Penukonda and
               Andy Phelps and
               Jonathan Ross and
               Matt Ross and
               Amir Salek and
               Emad Samadiani and
               Chris Severn and
               Gregory Sizikov and
               Matthew Snelham and
               Jed Souter and
               Dan Steinberg and
               Andy Swing and
               Mercedes Tan and
               Gregory Thorson and
               Bo Tian and
               Horia Toma and
               Erick Tuttle and
               Vijay Vasudevan and
               Richard Walter and
               Walter Wang and
               Eric Wilcox and
               Doe Hyun Yoon},
  title     = {In-Datacenter Performance Analysis of a Tensor Processing Unit},
  booktitle = {44th ISCA 2017, Toronto, ON, Canada, June 24-28, 2017},
  pages     = {1--12},
  year      = {2017},
  timestamp = {Mon, 19 Jun 2017 09:22:15 +0200},
  biburl    = {http://dblp.org/rec/bib/conf/isca/JouppiYPPABBBBB17},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}

@inproceedings{venkataramani2017scaledeep,
  author    = {Swagath Venkataramani and
               Ashish Ranjan and
               Subarno Banerjee and
               Dipankar Das and
               Sasikanth Avancha and
               Ashok Jagannathan and
               Ajaya Durg and
               Dheemanth Nagaraj and
               Bharat Kaul and
               Pradeep Dubey and
               Anand Raghunathan},
  title     = {ScaleDeep: {A} Scalable Compute Architecture for Learning and Evaluating
               Deep Networks},
  booktitle = {44th {ISCA} 2017, Toronto, ON, Canada, June 24-28, 2017},
  year      = {2017},
  timestamp = {Mon, 19 Jun 2017 09:22:15 +0200},
  biburl    = {http://dblp.org/rec/bib/conf/isca/VenkataramaniRB17},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}

% DNN applications

@article{hannun2014deep,
  author    = {Awni Y. Hannun and
               Carl Case and
               Jared Casper and
               Bryan Catanzaro and
               Greg Diamos and
               Erich Elsen and
               Ryan Prenger and
               Sanjeev Satheesh and
               Shubho Sengupta and
               Adam Coates and
               Andrew Y. Ng},
  title     = {Deep Speech: Scaling up end-to-end speech recognition},
  journal   = {CoRR},
  volume    = {abs/1412.5567},
  year      = {2014},
  archivePrefix = {arXiv},
  eprint    = {1412.5567},
  timestamp = {Wed, 07 Jun 2017 14:42:46 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/corr/HannunCCCDEPSSCN14},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}

@inproceedings{he2016deep,
  author    = {Kaiming He and
               Xiangyu Zhang and
               Shaoqing Ren and
               Jian Sun},
  title     = {Deep Residual Learning for Image Recognition},
  booktitle = {2016 {IEEE} CVPR,
               Las Vegas, NV, USA, June 27-30, 2016},
  year      = {2016},
  timestamp = {Thu, 25 May 2017 00:41:26 +0200},
  biburl    = {http://dblp.org/rec/bib/conf/cvpr/HeZRS16},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}

@article{hinton2012deep, 
author={G. Hinton and L. Deng and D. Yu and G. E. Dahl and A. r. Mohamed and N. Jaitly and A. Senior and V. Vanhoucke and P. Nguyen and T. N. Sainath and B. Kingsbury}, 
journal={IEEE Signal Processing Magazine}, 
title={Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups}, 
year={2012}, 
volume={29}, 
number={6}, 
pages={82-97}, 
keywords={Gaussian processes;feedforward neural nets;hidden Markov models;speech recognition;Gaussian mixture models;HMM states;acoustic modeling;deep neural networks;feed-forward neural network;hidden Markov models;posterior probabilities;speech recognition;temporal variability;Acoustics;Automatic speech recognition;Data models;Gaussian processes;Hidden Markov models;Neural networks;Speech recognition;Training}, 
ISSN={1053-5888}, 
month={Nov},}

@inproceedings{krizhevsky2012imagenet,
  author    = {Alex Krizhevsky and
               Ilya Sutskever and
               Geoffrey E. Hinton},
  title     = {ImageNet Classification with Deep Convolutional Neural Networks},
  booktitle = {NIPS 2012, Lake Tahoe, NV, USA, December 3-6, 2012},
  year      = {2012},
  biburl    = {http://dblp.org/rec/bib/conf/nips/KrizhevskySH12},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}

@inproceedings{li2016persona,
  author    = {Jiwei Li and
               Michel Galley and
               Chris Brockett and
               Georgios P. Spithourakis and
               Jianfeng Gao and
               William B. Dolan},
  title     = {A Persona-Based Neural Conversation Model},
  booktitle = {54th ACL 2016, August 7-12, 2016, Berlin, Germany, Volume
               1: Long Papers},
  year      = {2016},
  biburl    = {http://dblp.org/rec/bib/conf/acl/LiGBSGD16},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}

@article{jafari2016extraction,
  title={Extraction of Skin Lesions from Non-Dermoscopic Images Using Deep Learning},
  author={Jafari, Mohammad H and Nasr-Esfahani, Ebrahim and Karimi, Nader and Soroushmehr, SM and Samavi, Shadrokh and Najarian, Kayvan},
  journal={arXiv preprint arXiv:1609.02374},
  year={2016}
}

% Overfeat

@article{sermanet2013overfeat,
  title={Overfeat: Integrated recognition, localization and detection using convolutional networks},
  author={Sermanet, Pierre and Eigen, David and Zhang, Xiang and Mathieu, Micha{\"e}l and Fergus, Rob and LeCun, Yann},
  journal={arXiv preprint arXiv:1312.6229},
  year={2013}
}

@article{simonyan2014very,
  author    = {Karen Simonyan and
               Andrew Zisserman},
  title     = {Very Deep Convolutional Networks for Large-Scale Image Recognition},
  journal   = {CoRR},
  volume    = {abs/1409.1556},
  year      = {2014},
  archivePrefix = {arXiv},
  eprint    = {1409.1556},
  timestamp = {Wed, 07 Jun 2017 14:41:51 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/corr/SimonyanZ14a},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}

@inproceedings{szegedy2015going,
  author    = {Christian Szegedy and
               Wei Liu and
               Yangqing Jia and
               Pierre Sermanet and
               Scott E. Reed and
               Dragomir Anguelov and
               Dumitru Erhan and
               Vincent Vanhoucke and
               Andrew Rabinovich},
  title     = {Going deeper with convolutions},
  booktitle = {{IEEE} CVPR 2015,
               Boston, MA, USA, June 7-12, 2015},
  year      = {2015},
  timestamp = {Fri, 02 Jun 2017 20:48:03 +0200},
  biburl    = {http://dblp.org/rec/bib/conf/cvpr/SzegedyLJSRAEVR15},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}

@inproceedings{venugopalan2015sequence,
  title={Sequence to sequence-video to text},
  author={Venugopalan, Subhashini and Rohrbach, Marcus and Donahue, Jeffrey and Mooney, Raymond and Darrell, Trevor and Saenko, Kate},
  booktitle={Proceedings of the IEEE international conference on computer vision},
  pages={4534--4542},
  year={2015}
}

@article{zhang2015text,
  title={Text understanding from scratch},
  author={Zhang, Xiang and LeCun, Yann},
  journal={arXiv preprint arXiv:1502.01710},
  year={2015}
}

@article{silver2016mastering,
  author    = {David Silver and
               Aja Huang and
               Chris J. Maddison and
               Arthur Guez and
               Laurent Sifre and
               George van den Driessche and
               Julian Schrittwieser and
               Ioannis Antonoglou and
               Vedavyas Panneershelvam and
               Marc Lanctot and
               Sander Dieleman and
               Dominik Grewe and
               John Nham and
               Nal Kalchbrenner and
               Ilya Sutskever and
               Timothy P. Lillicrap and
               Madeleine Leach and
               Koray Kavukcuoglu and
               Thore Graepel and
               Demis Hassabis},
  title     = {Mastering the game of Go with deep neural networks and tree search},
  journal   = {Nature},
  volume    = {529},
  number    = {7587},
  pages     = {484--489},
  year      = {2016},
  biburl    = {http://dblp.org/rec/bib/journals/nature/SilverHMGSDSAPL16},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}

@misc{nvidia2017artificial,
  title={NVIDIA Volta AI Architecture},
  author={},
  editor={NVIDIA Data Center News},
  month={November},
  year={2017 (accessed November 10, 2017)},
  url="\url{https://www.nvidia.com/en-us/data-center/volta-gpu-architecture/}",
  note="[Online; posted date unknown]"
}

% Classification error rate better than human

@article{russakovsky2015imagenet,
  title={Imagenet large scale visual recognition challenge},
  author={Russakovsky, Olga and Deng, Jia and Su, Hao and Krause, Jonathan and Satheesh, Sanjeev and Ma, Sean and Huang, Zhiheng and Karpathy, Andrej and Khosla, Aditya and Bernstein, Michael and others},
  journal={International Journal of Computer Vision},
  volume={115},
  number={3},
  pages={211--252},
  year={2015},
  publisher={Springer}
}

@article{yeung2015every,
  title={Every moment counts: Dense detailed labeling of actions in complex videos},
  author={Yeung, Serena and Russakovsky, Olga and Jin, Ning and Andriluka, Mykhaylo and Mori, Greg and Fei-Fei, Li},
  journal={International Journal of Computer Vision},
  pages={1--15},
  year={2015},
  publisher={Springer}
}

% Self-driving cars

@article{bojarski2016end,
  title={End to end learning for self-driving cars},
  author={Bojarski, Mariusz and Del Testa, Davide and Dworakowski, Daniel and Firner, Bernhard and Flepp, Beat and Goyal, Prasoon and Jackel, Lawrence D and Monfort, Mathew and Muller, Urs and Zhang, Jiakai and others},
  journal={arXiv preprint arXiv:1604.07316},
  year={2016}
}

@article{ohn2016looking,
  title={Looking at humans in the age of self-driving and highly automated vehicles},
  author={Ohn-Bar, Eshed and Trivedi, Mohan Manubhai},
  journal={IEEE Transactions on Intelligent Vehicles},
  volume={1},
  number={1},
  pages={90--104},
  year={2016},
  publisher={IEEE}
}

@article{lotter2016deep,
  title={Deep predictive coding networks for video prediction and unsupervised learning},
  author={Lotter, William and Kreiman, Gabriel and Cox, David},
  journal={arXiv preprint arXiv:1605.08104},
  year={2016}
}

@inproceedings{barnes2017find,
  title={Find your own way: Weakly-supervised segmentation of path proposals for urban autonomy},
  author={Barnes, Dan and Maddern, Will and Posner, Ingmar},
  booktitle={Robotics and Automation (ICRA), 2017 IEEE International Conference on},
  pages={203--210},
  year={2017},
  organization={IEEE}
}

%% Microsoft Project Brainwave

@inproceedings{chung2017accelerating,
  title={Accelerating Persistent Neural Networks at Datacenter Scale},
  author={Eric Chung and Jeremy Fowers and Kalin Ovtcharov and Michael Papamichael and Adrian Caulfield and Todd Massengil and Ming Liu and Daniel Lo and Shlomi Alkalay and Michael Haselman and Christian Boehn and Oren Firestein and Aless\
andro Forin and Kang Su Gatlin and Mahdi Ghandi and Stephen Heil and Kyle Holohan and Tamas Juhasz and Ratna Kumar Kovvuri and Sitaram Lanka and Friedel van Megen and Dima Mukhortov and Prerak Patel and Steve Reinhardt and Adam Sapek and \
Raja Seera and Balaji Sridharan and Lisa Woods and Phillip Yi-Xiao and Ritchie Zhao and Doug Burger},
  booktitle={Symposium on High Performance Chips (Hot Chips), 2017},
  year={2017}
}

% FPGA reconfiguration

@inproceedings{nafkha2016accurate,
  author    = {Amor Nafkha and
               Yves Lou{\"{e}}t},
  title     = {Accurate measurement of power consumption overhead during {FPGA} dynamic
               partial reconfiguration},
  booktitle = {ISWCS 2016, Poznan, Poland, September 20-23, 2016},
  year      = {2016},
  timestamp = {Thu, 25 May 2017 00:42:34 +0200},
  biburl    = {http://dblp.org/rec/bib/conf/iswcs/NafkhaL16},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}

%% Tools

% Cadence Genus

% https://www.cadence.com/content/cadence-www/global/en_US/home/tools/digital-design-and-signoff/synthesis/genus-synthesis-solution.html

% ARM Artisan Memory Compiler

% https://developer.arm.com/products/physical-ip/memory-compilers

@article{guo2017back,
  author    = {Xinfei Guo and
               Vaibhav Verma and
               Patricia Gonzalez{-}Guerrero and
               Sergiu Mosanu and
               Mircea R. Stan},
  title     = {Back to the Future: Digital Circuit Design in the FinFET Era},
  journal   = {J. Low Power Electronics},
  volume    = {13},
  number    = {3},
  pages     = {338--355},
  year      = {2017},
  timestamp = {Fri, 18 Aug 2017 14:48:37 +0200},
  biburl    = {http://dblp.org/rec/bib/journals/jolpe/GuoVGMS17},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}