🕸️ NeuralNetworks

• Added:
• • Support for NN without biases
• • Support for Multiple Biases
• • ^^^ ✨ Tensorflow example
• • Optional F() optimization
• Fixed:
• • #26 #28 #29 #30

Note

I want to really thanks @ripred for his kind and honest words, especially for "... You did a great job on this and should be proud.". But also, I want to thanks Ivo Ljubičić for using my library in his ✨ master thesis named "Artificial skin concept for human-robot physical interaction". And last but not least @pjurczen for giving me the spark I needed when he said "... I'd love to see this feature added!".

(Additionally: Note that all feature are compatible with almost all optimization use cases)

🕸️ NeuralNetworks

• Added support for:
• • Internal EEPROM, SD
• • 8-byte double precision
• • Custom activation functions
• • Basic ESP32-S3 SIMD instructions
• Fixed:
• • Multiple #define - compiler warnings
• • Many issues related to ESP32 compilation
• • #14 #17 #18 #19 #20 #21 #22 #23

Note

Special thanks to the "National Institute of Telecommunications Research and Training- National University of Engineering, Perú" for using and referencing my library into their beautiful article

Simple MLP - NeuralNetwork Library

• Minor general changes.
• Added more loss functions.
• Added one more optimization property.
• Added even more activation functions (total 14).
• Made the examples clearer & more understandable +etc.
• Reduced ROM,RAM & CPU caused by unnecessary compilation of code.

Simple MLP - NeuralNetwork Library

• Crucial fix for back-propagation with "multiple activation functions".
• Support for "multiple activation function" use without defining Functions.
• Fixed const pointer ISSUE .
• Minor fixes.

Simple MLP - NeuralNetwork Library

Support for:

• More Activation Functions.
• Activation Functions Per Layer.
• Optimizations based on user's Preference.

Simple MLP - NeuralNetwork Library

• Fixed critical issue
  _{new version is coming soon}

Simple MLP - NeuralNetwork Library

• Optimazed Algorithm For Less SRAM Usage.
• Only Sigmoid Activation Function.
• Use of PROGMEM.