A5011453737- Corporate Governance and Management
- Neural dynamics and brain function
- Sports Performance and Training
- Digital Innovation in Industries
- Sports Analytics and Performance
- Digital Transformation in Industry
- stochastic dynamics and bifurcation
- Physics and Engineering Research Articles
- Business Process Modeling and Analysis
- Neural Networks and Applications
- Aesthetic Perception and Analysis
- Flexible and Reconfigurable Manufacturing Systems
- Generative Adversarial Networks and Image Synthesis
- Quantum Chromodynamics and Particle Interactions
- Nuclear physics research studies
- Model-Driven Software Engineering Techniques
- Neuroscience and Neural Engineering
- Parallel Computing and Optimization Techniques
- Ergonomics and Human Factors
- Sports Dynamics and Biomechanics
- Modeling and Simulation Systems
- Logic, programming, and type systems
- Traffic Prediction and Management Techniques
- Data Management and Algorithms
- Human-Automation Interaction and Safety
Software Competence Center Hagenberg (Austria)
2015-2024
RheinMain University of Applied Sciences
2019-2023
Bernstein Center for Computational Neuroscience Berlin
2006-2011
Technische Universität Berlin
2002-2011
Darmstadt University of Applied Sciences
1989-1994
Los Alamos National Laboratory
1992-1994
We present initial results in the calculation of nuclear ground state properties a relativistic Hartree approximation. Our model consists Skyrme-type interactions four-, six-, and eight-fermion point couplings manifestly nonrenormalizable Lagrangian, which also contains derivative terms to simulate finite ranges mesonic interactions. A self-consistent procedure has been developed solve equations for several nuclei simultaneously by use generalized nonlinear least-squares adjustment...
Metabolic considerations and neurophysiological measurements indicate that biological neural systems prefer information transmission via many parallel low intensity channels, compared to few high ones [S. B. Laughlin et al., Nature Neurosci. 1, 36 (1998)]. Furthermore, cortical neurons are exposed a considerable amount of synaptic background activity, which increases the neurons' conductance leads fluctuating membrane potential that, on average, is close threshold [A. Destexhe D. Paré, J....
Untreated dental bone defects usually lead to resorption of alveolar bone. Filling these with substitute material prevents bone, preserves the ridge, and provides sufficient for immediate or subsequent implant placement. A variety substitutes is available. They differ in origin, consistency, particle size, porosity, characteristics. We have treated almost 1000 bony defect sites 267 patients regener-ation Cerasorb. Being resorbed simultaneously formation new it completely replaced by...
By enabling the estimation of difficult-to-measure target variables using available indirect measurements, mechanistic soft sensors have become important tools for various bioprocess monitoring and control scenarios. Despite promising higher process efficiencies increased understanding, widespread application has been stalled by uncertainty about feasibility reliability their estimations given present analytical constraints. Observability analysis can provide an indication possibility sensor...
AbstractThe aim of this study was to create a suitable model for analysing tactical behaviour in one versus (1vs1) situations association football. First, expert interviews were used extract knowledge, order define an adequate kinematic testing model. Second, youth football players examined via model, and the data collected check suitability scheme. The performance participating 75 1vs1 trials recorded LPM® (Local Positioning Measurement) system. In context, another develop concept automate...
In this paper, we discuss technologies and approaches based on Knowledge Graphs (KGs) that enable the management of inline human interventions in AI-assisted manufacturing processes Industry 5.0 under potentially changing conditions order to maintain or improve overall system performance. Whereas KG-based systems are commonly a static view with their structure fixed at design time, argue dynamic challenge Human-AI (H-AI) collaboration industrial settings calls for late shaping principle....
Cortical neurons are exposed to a considerable amount of synaptic background activity, which increases the neurons' conductance and leads fluctuating membrane potential. Here we investigate how presence properties this noise influence ability neuron detect transient inputs, task that is important for coincidence detection as well synchronous spiking events in neural system. Using leaky integrate-and-fire biologically more realistic Hodgkin-Huxley type point find enhances subthreshold input...
Basketball leagues track basic statistics for many decades and the number of metrics expand quickly. However, "pass that leads to an assist", which is frequently – according most successful coach Phil Jackson important pass possession, remained mainly overlooked by experts analysts alike. With help NBA's SportVU positional data we analyse characteristics effects this event through more than 500 games. Results show teams having secondary assists create space in areas related higher expected...
Basketball is a game of simultaneous actions, and inter-player coordination key for offensive success. One the most challenging aspects in this regard basket cutting on teammate’s drive. The ability to make these cuts considered be an artistic skill, mastered by only handful players. This skill also hard assess, as there no method measure players’ capability with respect quality–especially not automatically. Using SportVU data from NBA, we created mathematical model that identifies openings...
Abstract NBA teams rely heavily on their star players, though an ever-increasing tendency shows that proper ball movement is key for building a successful offense. According to experts, one of the most crucial individual contributions this aspect ‘making extra pass’ – meaning pass decent shooting opportunity create even better one. However, judging ability subjective, precise definition missing. In analysis, we conceptualize event and design method measure skill player level. Using model,...
Most existing game analysis attempts do not consider situational context information sufficiently for the assessments of tactical behaviour. The purpose this case study was to apply a new approach, so far only used 1-versus-1 analyses in soccer, small-sided games and identify analyse therewith efficiency patterns 3-versus-2 play. Therefore, 279 games, performed by an elite youth soccer team, were recorded video position tracking system. data processed including unsupervised machine learning...
This paper addresses the problem of designing an explanatory computational model for assessment individual tactic skills in team sports. The modelling approach tackles complexity and difficulty this by fusing fuzzy human-like knowledge related to tactical behaviour with time-continuous position data from a tracking system. For purpose, hierarchical architecture is proposed. bottom layer represented physically meaningful variables derived at specific time instances. Based thereupon, we...
Visual stimulation often leads to elevated fluctuations of the membrane potential in γ-frequency range (25–70 Hz) visual cortex neurons. Recently, we have found that strength γ-band is coupled oscillation at temporal frequency stimulus, so are stronger depolarization peaks, but weaker troughs stimulus potential. We hypothesized this coupling may improve encoding. Here, tested hypothesis by using a single-compartment conductance-based neuron model, with parameters input adjusted reproduce...
Real-time behaviour analysis is of paramount importance to ensure the safety passengers in border-crossing areas. It allows recognize security threats on time. Moreover, it can accelerate check since personnel only consider severe checks for with suspicious behaviour. In this work, we following patterns: (a) mindless turn, (b) peculiar interest units, and (c) avoiding units. We propose an algorithm compute abnormal score real-time. This help assess passenger movement patterns. show...