The development of deep learning has motivated the advancement of unconventional computing that leverages analog physical ...

Research on ONNs began as early as the 1960s. To clearly illustrate the development history of ONNs, this review presents the evolution of related research work chronologically at the beginning of the ...

Neuromorphic computing systems, encompassing both digital and analog neural accelerators, promise to revolutionize AI ...

Ever since the dawn of computing, people have compared machines to brains. This includes two founding fathers of computing — John von Neumann wrote a book called "The Computer and the Brain" while ...

Learn about the most prominent types of modern neural networks such as feedforward, recurrent, convolutional, and transformer networks, and their use cases in modern AI. Neural networks are the ...