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03/2020
We present a novel black box optimization algorithm called Hessian Estimation Evolution Strategy. The algorithm updates the covariance matrix of its sampling... 
Journal Article
EVOLUTIONARY COMPUTATION, ISSN 1063-6560, 03/2020, Volume 28, Issue 1, pp. 27 - 53
We establish global convergence of the (1 + 1) evolution strategy, that is, convergence to a critical point independent of the initial state. More precisely,... 
COMPUTER SCIENCE, THEORY & METHODS | sufficient decrease | Evolution strategies | global convergence | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | SELF-ADAPTATION
Journal Article
12/2019
Objective. Recent advancements in electrode designs and micro-fabrication technology has allowed existence of microelectrode arrays with hundreds of channels... 
Journal Article
JOURNAL OF NEURAL ENGINEERING, ISSN 1741-2560, 10/2019, Volume 16, Issue 5, p. 056003
Objective. In electrophysiology, microelectrodes are the primary source for recording neural data (single unit activity). These microelectrodes can be... 
deep learning | REPRESENTATIONS | ENGINEERING, BIOMEDICAL | brain-computer interface | spike sorting | NEURONS | CLASSIFICATION | contextual learning | convolutional neural networks | ALGORITHMS | NEUROSCIENCES
Journal Article
08/2019
A conductivity meter for measuring an electrical conductivity of a liquid medium having a housing, a conductive first measuring cell and a control device for... 
TESTING | INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIRCHEMICAL OR PHYSICAL PROPERTIES | MEASURING | PHYSICS
Patent
FRONTIERS IN MATERIALS, ISSN 2296-8016, 08/2019, Volume 6
Micromechanical modeling of material behavior has become an accepted approach to describe the macroscopic mechanical properties of polycrystalline materials in... 
damage | MULTISCALE | MATERIALS SCIENCE, MULTIDISCIPLINARY | machine learning | IDENTIFICATION | microstructure design | homogenization | NEURAL-NETWORKS | PREDICT | SOLIDS | micromechanical modeling | DAMAGE MECHANICS | crystal plasticity | MICROSTRUCTURE | Algorithms | Anisotropy | Analysis | Machine learning | Equipment and supplies | Data mining | Teaching
Journal Article
07/2019
The invention relates to a system comprising an electronic device, particularly a system which includes an electrical apparatus and a connecting device. The... 
ELECTRIC COMMUNICATION TECHNIQUE | TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION | WIRELESS COMMUNICATIONS NETWORKS | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | ELECTRICITY | CALCULATING
Patent
07/2019
An electrical device includes a secured functional unit, an unsecured functional unit and a supply device. The secured functional unit has a first interface... 
COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
07/2019
A system includes an electrical apparatus and a connecting device. The electrical apparatus comprises a control unit, a first interface device and a second... 
COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
07/2019
An electrical apparatus includes a secured functional unit, an unsecured functional unit and a supply device. The secured functional unit has a first interface... 
COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | CALCULATING
Patent
05/2019
This paper presents a module of vehicle reidentification based on make/model and color classification. It could be used by the Automated Vehicular Surveillance... 
Journal Article
IEEE Transactions on Evolutionary Computation, ISSN 1089-778X, 04/2019, Volume 23, Issue 2, pp. 353 - 358
The covariance matrix adaptation evolution strategy (CMA-ES) is a popular method to deal with nonconvex and/or stochastic optimization problems when gradient... 
Evolution (biology) | Evolutionary computation | Electronic mail | Covariance matrices | Time complexity | Optimization | Manganese | optimization | CMA | EVOLUTION STRATEGIES | TIME | COMPUTER SCIENCE, THEORY & METHODS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | BFGS | Algorithms | Covariance matrix | Covariance | Biological evolution | Adaptation
Journal Article
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2019, Volume 11331, pp. 329 - 340
Conference Proceeding
12/2018
A method for determining a property of a medium, wherein an excitation signal is generated and transmitted into the medium, a measuring signal is generated... 
TESTING | INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIRCHEMICAL OR PHYSICAL PROPERTIES | MEASURING | PHYSICS
Patent
2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA), 12/2018, pp. 808 - 813
In this paper, we propose an algorithm developed to detect the curbstone and its surroundings. This work is a part of the user-centered development of an... 
end to end learning | Computer vision | older pedestrians' mobility | Roads | convolutional neural network | Data collection | Cameras | sensor fusion | Sensors | Automobiles | Task analysis | Accidents
Conference Proceeding
11/2018
An electrical device includes a functional unit subdivided into a secure functional block and a non-secure functional block. The functional unit has a single... 
ELECTRIC COMMUNICATION TECHNIQUE | TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | ELECTRICITY | CALCULATING
Patent
11/2018
An electrical device includes a functional unit subdivided into a secure functional block and a non-secure functional block. The functional unit has a single... 
ELECTRIC COMMUNICATION TECHNIQUE | TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION | COMPUTING | COUNTING | PHYSICS | ELECTRIC DIGITAL DATA PROCESSING | ELECTRICITY | CALCULATING
Patent
11/2018
In electrophysiology, microelectrodes are the primary source for recording neural data of single neurons (single unit activity). These microelectrodes can be... 
Quantitative Biology - Neurons and Cognition
Journal Article
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