Introduction to artificial neural systems

Neural Information Processing Systems

A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures

Recurrent neural networks (RNNs) have been widely adopted in research areas concerned with sequential data, such as text, audio, and video. However, RNNs consisting of sigma cel...

Generalization of Back propagation to Recurrent and Higher Order Neural Networks

A general method for deriving backpropagation algorithms for networks with recurrent and higher order networks is introduced. The propagation of activation in these networks is ...

Neural Computing - An Introduction

Neural computing is one of the most interesting and rapidly growing areas of research, attracting researchers from a wide variety of scientific disciplines. Starting from the ba...

Consensus and Cooperation in Networked Multi-Agent Systems

<para xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink"> This paper provides a theoretical framework for analysis of consensus algorithms...