We extend previous research on parameter dynamics of digital filters to examine weight sensitivity and interdependence in feedforward networks. Weight sensitivity refers to the effect of small weight perturbations on the network's output, and weight interdependence refers to the degree of co-linearity between weights. A combined measure of the weight space (τ), defined as the ratio of weight in...

This paper compares n-dimensional random vectors in terms of their interdependence. We adopt the stochastic dominance approach, relating orderings of interdependence expressed directly in terms of joint probability distributions to orderings expressed indirectly through properties of objective functions whose expectations are used to evaluate distributions. Since the expected values of additive...

Anchored in the view that users’ interaction with IT artifacts as social and interpersonal, this study introduces, defines, and examines the effects and consequences of perceived interdependence. This relational variable captures users’ perceptions of how they and the artifact influence each other’s experiences. The results of an experimental study reveal that users’ perceptions of their interd...

Most of the social sciences, including psychology, economics, and subjective social network theory, are modeled on the individual, leaving the field not only a-theoretical, but also inapplicable to a physics of hybrid teams, where hybrid refers to arbitrarily combining humans, machines, and robots into a team to perform a dedicated mission (e.g., military, business, entertainment) or to solve a...

A reliable inference of networks from observations of the nodes' dynamics is a major challenge in physics. Interdependence measures such as a the correlation coefficient or more advanced methods based on, e.g., analytic phases of signals are employed. For several of these interdependence measures, multivariate counterparts exist that promise to enable distinguishing direct and indirect connecti...

This study brings in the task interdependence as the antecedent for growing team social capital and increasing knowledge sharing among team members in IS project context in which heterogeneous members need to interact very closely. Data collected from 203 IS projects largely confirm the proposed research model. Between the task interdependence and team performance, the team social capital as we...

Research background: the processes of globalization have led to an increasing interdependence and integration states, societies, economies, cultures, which result in emergence one world that produces same products. However, little do people realize global products also a negative influence on economy. A clear example is climate crisis, can be treated as product globalization. Purpose article: t...

Coupling is an internal software attribute that can be used to indicate the degree of interdependence among the components of a software system. Coupling is thought to be a desirable goal in software construction, leading to better values for external attributes such as maintainability, reusability, and reliability. Aspect-oriented software development (AOSD) is a new technique to support separ...

OBJECTIVE An increasing focus on legislation, policy and guidance on the nutritional content of school food has in part been in response to the limited impact of more behavioural or educational approaches. However, there is a risk that a sole focus on policy-level action may lead to neglect of the important contribution that more behavioural approaches can make as components of effective, coord...