Hosted on MSN

Master neural networks from scratch with Python

Building neural networks from scratch in Python with NumPy is one of the most effective ways to internalize deep learning fundamentals. By coding forward and backward propagation yourself, you see how ...
IEEE

Efficient Implementation of the Backpropagation Algorithm in FPGAs and Microcontrollers

Abstract: The well-known backpropagation learning algorithm is implemented in a field-programmable gate array (FPGA) board and a microcontroller, focusing in obtaining efficient implementations in ...
IEEE

Speeding-Up Backpropagation of Gradients Through the Kalman Filter via Closed-Form Expressions

Abstract: In this article, we provide novel closed-form expressions enabling differentiation of any scalar function of the Kalman filter's outputs with respect to all its tuning parameters and to the ...