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 ...

Abstract: This paper presents an innovative analog neuron circuit design, subtly implementing ReLU activation function. This analogy neuron mainly consists of two parts. The first part is about linear ...

Abstract: Road information plays an essential role in many fields. To prevent failed extraction of heterogeneous regions, fracture of extracted roads and others resulted from vehicles and trees when ...