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references.bib
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@online{3blue1brown,
author = {Grant Sanderson},
title = {But what is a Neural Network?},
year = {2017},
url = {https://www.3blue1brown.com/neural-networks},
urldate = {2020-12-18}
}
@book{alogicalcalculus,
author = {Warren McCulloch, Walter Pitts},
title = {A logical calculus of the ideas immanent in nervous activity.},
year = {1943}
}
@online{cnnhistory,
author = {Yann LeCun, Léon Bottou, Yoshua Bengio and Patrick Haffner},
title = {Gradient-Based Learning Applied to Document Recognition},
year = {1998},
url = {http://yann.lecun.com/exdb/publis/pdf/lecun-98.pdf},
urldate = {2020-12-17}
}
@online{deepmindprotein,
author = {Rachael Rettner},
title = {AI system solves 50-year-old protein folding problem in hours},
year = {2020},
url = {https://www.livescience.com/artificial-intelligence-protein-folding-deepmind.html},
urldate = {2020-12-05}
}
@online{geoffrey,
author = {Geoffrey E. Hinton, Alex Krizhevsky, Ilya Sutskever},
title = {ImageNet Classification with Deep Convolutional Neural Networks},
year = {2012},
url = {https://papers.nips.cc/paper/2012/file/c399862d3b9d6b76c8436e924a68c45b-Paper.pdf},
urldate = {2020-12-17}
}
@online{googleMlGlossar,
author = {Google},
title = {Machine Learning Glossary},
year = {2020},
url = {https://developers.google.com/machine-learning/glossary},
urldate = {2020-12-26}
}
@online{heaton,
author = {Jeff Heaton},
title = {Heaton Research, The Number of Neurons in the Hidden Layers},
year = {2017},
url = {https://www.heatonresearch.com/2017/06/01/hidden-layers.html},
urldate = {2020-12-17}
}
@online{mitstochasticgd,
author = {Suvrit Sra},
title = {25. Stochastic Gradient Descent},
year = {2019},
url = {https://www.youtube.com/watch?v=k3AiUhwHQ28},
urldate = {2020-12-30}
}
@book{nnfs,
author = {Harrison Kinsley, Daniel Kukiela},
title = {Neural Networks from Scratch (NNFS)},
year = {2020},
url = {https://nnfs.io},
urldate = {2020-11-20}
}
@online{nnhistory,
author = {Eric S. Roberts},
title = {History: The 1940's to the 1970's},
year = {unbekanntes Jahr},
url = {https://cs.stanford.edu/people/eroberts/courses/soco/projects/neural-networks/History/history1.html},
urldate = {2020-12-14}
}
@online{nvidiatensorcores,
author = {Chris Hebert},
title = {Accelerating WinML and NVIDIA Tensor Cores},
year = {2020},
url = {https://developer.nvidia.com/blog/accelerating-winml-and-nvidia-tensor-cores/},
urldate = {2020-12-05}
}
@book{paulwerbosbackpropagation,
author = {Paul Werbos},
title = {Beyond Regression: New Tools for Prediction and Analysis in the Behavioral Sciences},
year = {1975}
}
@online{readthedocsgradientdescent,
author = {Brendan Fortuner},
title = {ML Glossary - Gradient Descent},
year = {2017},
url = {https://ml-cheatsheet.readthedocs.io/en/latest/gradient_descent.html},
urldate = {2020-12-28}
}
@online{timcookquote,
author = {Nanette Byrnes},
title = {Tim Cook: Apple Isn’t Falling Behind, It’s Just Not Ready to Talk About the Future},
year = {2017},
url = {https://www.technologyreview.com/2017/06/14/4525/tim-cook-apple-isnt-falling-behind-its-just-not-ready-to-talk-about-the-future/},
urldate = {2020-12-05}
}
@online{titlepageimage,
author = {cleanpng},
title = {Deep learning maschinelles lernen, Künstliche neuronale Netzwerk der informatik Convolutional neural network - Vernetzung},
year = {2020},
url = {https://de.cleanpng.com/png-s07s8u},
urldate = {2020-11-17}
}
@online{towardsds,
author = {Kamil Krzyk},
title = {Coding Deep Learning for Beginners — Linear Regression (Part 2): Cost Function},
year = {2018},
url = {https://towardsdatascience.com/coding-deep-learning-for-beginners-linear-regression-part-2-cost-function-49545303d29f},
urldate = {2020-12-27}
}
@online{kettenregel,
author = {Dennis Rudolph},
title = {Kettenregel Ableitung},
year = {2019},
url = {https://www.gut-erklaert.de/mathematik/kettenregel-ableitung.html},
urldate = {2021-01-02}
}
@online{flutterplatformcode,
author = {Flutter-Team},
title = {Architectural overview: platform channels},
year = {unbekannt},
url = {https://flutter.dev/docs/development/platform-integration/platform-channels?tab=android-channel-java-tab#architecture},
urldate = {2021-01-03}
}
@online{tflite,
author = {TensorFlow-Team},
title = {TensorFlow Lite guide},
year = {2020},
url = {https://www.tensorflow.org/lite/guide},
urldate = {2021-01-03}
}
@online{flutterarchitecture,
author = {Flutter-Team},
title = {The Engine architecture},
year = {2020},
url = {https://github.com/flutter/flutter/wiki/The-Engine-architecture},
urldate = {2021-01-03}
}
@online{chainruleml,
author = {Qiang Chen},
title = {Deep learning and chain rule of calculus},
year = {2018},
url = {https://medium.com/machine-learning-and-math/deep-learning-and-chain-rule-of-calculus-80896a1e91f9},
urldate = {2020-01-07}
}
@online{cnnexplanation,
author = {Brandon Rohrer},
title = {How do Convolutional Neural Networks work?},
year = {2016},
url = {https://e2eml.school/how_convolutional_neural_networks_work.html},
urldate = {2020-01-07}
}
@online{egoeko,
author = {NDR},
title = {Das bedeuten die Bio-Siegel},
year = {2019},
url = {https://www.ndr.de/ratgeber/verbraucher/Das-bedeuten-die-Bio-Siegel,biosiegel104.html},
urldate = {2020-01-09}
}
@online{verschiedenelabel,
author = {Jennifer Garic},
title = {Verstümmelte Tiere? Das Bio-Siegel gibt es trotzdem},
year = {2015},
url = {https://www.welt.de/finanzen/verbraucher/article145631281/Verstuemmelte-Tiere-Das-Bio-Siegel-gibt-es-trotzdem.html},
urldate = {2020-01-09}
}
@online{fairtrade,
author = {Jonas Brandstetter},
title = {Was bedeutet Fairtrade? Einfach erklärt},
year = {2018},
url = {https://praxistipps.focus.de/was-bedeutet-fairtrade-einfach-erklaert_96579},
urldate = {2020-01-09}
}
@online{msc,
author = {Irene Altenmüller},
title = {Fischeinkauf: Wie gut ist das MSC-Siegel?},
year = {2019},
url = {https://www.ndr.de/ratgeber/verbraucher/Wie-gut-ist-MSC-Siegel-fuer-Fisch,mscsiegel106.html#:~:text=Ein%20blaues%20Logo%20mit%20einem,gekaufte%20Fisch%20umweltschonend%20gefangen%20wurde},
urldate = {2020-01-09}
}
@online{ohneGentechnik,
author = {VLOG-e.V.},
title = {Wofür steht das "Ohne GenTechnik"-Siegel?},
year = {unbekannt},
url = {https://www.ohnegentechnik.org/fuer-verbraucher/wofuer-steht-das-ohne-gentechnik-siegel},
urldate = {2020-01-09}
}
@online{tflitepackage,
author = {Sha Qian},
title = {tflite},
year = {2020},
url = {https://pub.dev/packages/tflite},
urldate = {2020-01-09}
}
@online{deepfacelab,
author = {iperov},
title = {DeepFaceLab},
year = {2019},
url = {https://github.com/iperov/DeepFaceLab},
urldate = {2020-01-21}
}