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publications

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talks

Fault-tolerant Control for Mobile Robots

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TEDx Neurotechnologies: from neurons to artificial intelligence

TEDx venue details (in Romanian)

Online distributed streaming machine learning

Artificial Intelligence and Virtual Reality: Digital transformation, research and society

Einsatz von Gradientenabstiegsverfahren in Neuronalen Netzen

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Hauptkomponentenanalyse vs. Denoising Variational Autoencoders

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AI research for digital transformation, research and society

Mathematical and Computational Oncology: Framework and tools for predictive systems

Konzepte und Funktionsweise von Big Data Stream Processing-Frameworks

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Big data and online machine learning

Digitalization Tools for Human-centered Intelligence

Invariant Representations Extraction in Neural Architectures

Augmented Human Biomechanics: from Sport Technology to Medical Rehabilitation

Combining Mechanistic Modelling, Nonlinear Control, and Neuronal Learning for Road Traffic Optimization

Feature-Extraction Theoretische Grundlagen, Methodik und Umsetzung

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Aktivitätstracker: vom Messprinzip bis zur Datenanalyse

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GLUECK: Growth pattern Learning for Unsupervised Extraction of Cancer Kinetics

Mathematical and Computational Oncology: From tumor kinetics to therapy outcome

Streaming Data Engineering: Feature Extraction from Road Traffic Data

Feature Selection in der Medizinische Data Science Pipeline

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OBELISC: Oscillator-Based Modelling and Control using Efficient Neural Learning for Intelligent Road Traffic Signal Calculation

Objektorientierte Modellierung und Objektorientierte Programierung in der Produktion

Streaming Data Science and Data Engineering

Large-scale Systems Optimization: From Oscillatory Physics to High-dimensional Vector Memories

Combining Mechanistic Modelling, Nonlinear Control, and Neuronal Learning Algorithms for Road Traffic Optimization

Early, intermediate and late fusion heterogener Sensordaten mittels Deep Learning

Learning Multi-sensory Fusion for Road Traffic Prediction on Resource-limited Devices

Fusing Biophysics and Machine Learning for Computational Oncology

Fuzzy Modeling and Inference for Physics-Aware Road Vehicle Driver Behavior Model Calibration

ANTIGONES: Designing antifragile large-scale traffic frameworks

Fusing Mathematical Modelling, Biomedical Data and Learning Algorithms for Computational Oncology

Spiking Perception and processing for Intelligent Detection of pEdestrians on urban Roads

Antifragile feedback control from biological to technical systems

teaching

Assembly Languages Programming

Assembly Languages Programming for 8-bit CPUs (in Romanian)

Digital Signal Processing

Digital Signal Processing Hardware, Algorithms, and Programming (in Romanian)

Computational Intelligence

Computational Intelligence Algorithms and Mathematical Foundations Course (handwritten notes in English)

Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning Course (in English)

Neurocomputing: From neurons to systems

Supervised and unsupervised neural computation for practitioners. (in English)