Implementing neural network models on parallel computers

Addition is the most commonly used arithmetic operation and is the speed-limiting element in the core of arithmetic logic unit (ALU) in a microprocessor. Perceptron of feedforward neural networks, inspired by the threshold logic unit neuron model of ...

Neural network has been a clear focus in machine learning area. Back propagation (BP) method is frequently used in neural network training. In this work we paralleled BP neural network on Single-Chip Cloud Computer (SCC), an experimental processor ...