Peer-to-peer (P2P) networks and mobile ad hoc networks (MANET) share some key characteristics: selforganization and decentralization, and both need to solve the same fundamental p...
We derive analytical expressions of local codim-1-bifurcations for a fully connected, additive, discrete-time RNN, where we regard the external inputs as bifurcation parameters. Th...
We present a single-layer recurrent neural network that implements novelty detection for spatiotemporal patterns. The architecture is based on the structure of region CA3 in the h...
The paper discusses information and knowledge as the primary factors conditioning the efficiency of decision taking processes. Business Intelligence systems and Expert Systems are...
In this paper we define conditional random fields in reproducing kernel Hilbert spaces and show connections to Gaussian Process classification. More specifically, we prove decompo...