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Table of Contents

• References
• LED

References

• https://blog.brichacek.net/wp-content/uploads/2015/10/STM32F4-Labs.pdf

LED

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Table of Contents

• Input Shape (2D)
• Weights Shape (FC layer)
• Linear Regression
  • Set Weights Manually
  • Perform Predication
• Save and Load Model
  • Use Two different files

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• [C Preprocessor tricks, tips, and idioms][1]
• [Standard alternative to GCC's ##VA_ARGS trick?][2]
• [Variadic Macros][3], gcc manual
• [Appending to VA_ARGS][4]
• [Comma omission and comma deletion][5]
• IEEE-754 Floating Point Converter

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STM32 MacOS X Environment Setup

Table of Contents

• 1. Install JDK 8
• 2. Install Eclipse
  • Option 1: GNU MCU Eclipse IDE for C/C++ Developers
• 3. Cross Compile Toolchain (arm-none-eabi-*))
  • Option 1: GNU MCU Eclipse ARM Embedded GCC

• Option 2: GNU ARM Embedded Toolchain

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Caches

• https://courses.cs.washington.edu/courses/cse378/09wi/lectures/lec15.pdf

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- a blog article: "Understanding LSTM Networks", http://colah.github.io/posts/2015-08-Understanding-LSTMs/
- a paper (LSTM): long short-term memory: http://www.bioinf.jku.at/publications/older/2604.pdf
- a paper (GRU) Gated Recurrent Unit: "Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine 
Translation", 2014, https://arxiv.org/pdf/1406.1078v3.pdf
- phd thesis: "Long Short-Term Memory in Recurrent Neural Networks", 2001, http://www.felixgers.de/papers/phd.pdf

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Deep Learning

• https://github.com/ARM-software/CMSIS_5/blob/develop/CMSIS/NN/Include/arm_nnfunctions.h
• a paper [CMSIS-NN: Efficient Neural Network Kernels for Arm Cortex-M CPUs][1], google scolar of the author [Liangzhen Lai][2]
• a paper [Fixed point quantization of deep convolutional networks][3]
• a paper [Deep Convolutional Neural Network Inference with Floating-point Weights and Fixed-point Activations][4]
• a blog [Why GEMM is at the heart of deep learning][5]
• a paper [cuDNN: Efficient Primitives for Deep Learning][6]

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Table of Contents

• c++14
• mutex
• Unqiue Ptr
• Static Assert
• Parameter Pack
• TODO

---

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bind -T root F12  \
  set prefix None \;\
  set key-table off \;\
  set status-style "fg=$color_status_text,bg=$color_window_off_status_bg" \;\
  set window-status-current-format "#[fg=$color_window_off_status_bg,bg=$color_window_off_status_current_bg]$separator_powerline_right#[default] #I:#W# #[fg=$color_window_off_status_current_bg,bg=$color_window_off_status_bg]$separator_powerline_right#[default]" \;\
  set window-status-current-style "fg=$color_dark,bold,bg=$color_window_off_status_current_bg" \;\
  if -F '#{pane_in_mode}' 'send-keys -X cancel' \;\
  refresh-client -S \;\

bind -T off F12 \

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• ASCAL Visual Object Classes Challenge 2007 (VOC2007) Annotation Guidelines http://host.robots.ox.ac.uk/pascal/VOC/voc2007/guidelines.html