Abstract: It is clear that the learning speed of feedforward neural networks is in general far slower than required and it has been a major bottleneck in their applications for past decades. Two key ...

Abstract: Complex-valued neural network is a kind of learning model which can deal with problems in complex domain. Fully complex extreme learning machine (CELM) is a much faster training algorithm ...

A gaming table, a puck hurtling across an air hockey table, and a robotic arm that plays like a pro. Three UBC engineering physics students (University of British Columbia) have succeeded in a feat ...

ELM was originally proposed to train "generalized" single-hidden layer feedforward neural networks(SLFNs) with fast learning speed, good generalization capability and ...

While there have been many sober warnings about AI and recursive self-improvement, Arianna Huffington argues that it is a ...

Humans have been successfully trained to spot AI-generated faces in a study led by researchers at the Australian National ...

A groundbreaking 1986 technique called backpropagation revolutionized artificial intelligence, enabling computers to learn ...

Support vector regression can predict numeric values effectively, and this article shows how to implement and train a kernel SVR model in C# using stochastic sub-gradient descent.

The International Society of Automation (ISA) is the world’s leading professional society for industrial automation. ISA and its community of subject matter experts offer content and thought ...

The ever-growing world population is over-stressing the available resources leading to several social, economic, and environmental issues. The world is facing challenges related to the availability of ...

Built on top of the cudamat library by Vlad Mnih and cuda-convnet library by Alex Krizhevsky.