To develop a python code that creates a simple feed-forward neural networks or perception with the Sigmoid activation function. The neuron has to be trained such that it can predict the correct output ...

Traditional activation functions like sigmoid, tanh, and ReLU are widely used in deep learning, but they each come with limitations. Sigmoid and tanh suffer from vanishing gradients and quick ...

Considering the presence of switching devices, a PWM DC-DC converter is a piecewise smooth switching system that causes difficulties in stability analysis and controller design. Hence, a new modeling ...

Previous retention force studies that investigate base area shape and contact angle distribution for smooth surfaces are not applicable for microstructured SH surfaces. The work shows that using a ...