Emotional cellular EC , proposed in our previous works, is a kind of semantic cell that contains kernel and shell and the kernel is formalized by a tripleL , where P denotes a typical set of positive examples relative to word-L, d is a pseudodistance measure on emotional twodimensional space: valence-arousal, and δ is a probability density function on positive real number field. The b...

In the following supplemental material we provide some additional details and derivations for the paper. We begin by showing how to calculate the joint distribution of p(β, z), marginalizing out π, in Section 1. Then, in Section 2 we consider looking at joint log-likelihoods of HDP topic models and show that the typical set of the distribution is very far from the mode. In Sections 3-4, we give...

A self-contained proof is given of the Noisy Channel Coding Theorem as described in Chapter 8 of Elements of Information Theory by Thomas M. Cover and Joy A. Thomas (first edition). 1. Definitions The channel and its capacity. We assume a channel with transition probabilities p(Y |X) for the finite input alphabet X and finite output alphabet Y. For each marginal probability distribution p(X) ov...

k-connectivity of random graphs is a fundamental property indicating reliability of multi-hop wireless sensor networks (WSN). WSNs comprising of sensor nodes with limited power resources are modeled by random graphs with unreliable nodes, which is known as the node fault model. In this paper, we investigate k-connectivity of random graphs in the node fault model by evaluating the network breakd...

A three-wave interaction model with quadratic nonlinearities and linear growth/decay rates is used to investigate the occurrence of drift-wave turbulence driven by pressure gradients in the edge plasma of a tokamak. Model parameters are taken from a typical set of measurements of the floating electrostatic potential in the tokamak edge region. Some aspects of the temporal dynamics exhibited by ...

These are two monosyllable, closed-set speech tests. They are supplied as books of the stimulus pictures and a response sheet for photocopying. The test material is pre-recorded onto a CD with a calibration tone and six different orderings of the test words. Speech-shaped noise is recorded onto the second channel for testing in noise. It is envisaged that the typical set-up for carrying out the...

We demonstrate an application of a core notion of information theory, typical sequences and their related properties, to analysis of population genetic data. Based on the asymptotic equipartition property (AEP) for nonstationary discrete-time sources producing independent symbols, we introduce the concepts of typical genotypes and population entropy and cross entropy rate. We analyze three pers...