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Current Projects
- BBDC - Berlin Big Data Center (BMBF, 2014) - TP 4
- MALT 3 - MAschinelles Lernen - The Tricks of the Trade (BMBF, 2017)
- Verbundprojekt ALICE - Autonomes Lernen in komplexen Umgebungen / Autonomous Learning in Complex Environments (BMBF, 2014)
- Co-BCI - Theoretical concept for co-adaptive human machine interaction with application to BCI / Theoretische Konzepte für co-adaptive Mensch-Maschine-Interaktion mit Anwendungen auf BCI (DFG, 2015)
- LIFT - Lernkonzepte in tiefen neuronalen Netzen/Learning concepts in deep networks (DFG, 2015)
- Checo - Exploration des Raumes Chemischer Verbindungen mit Methoden des maschinellen Lernens (DFG, 2014)
Future Projects
- MachineCat - Machine Learning for Catalytic Carbon Dioxide Activation (EU, 2018-2020)
Past Projects
- Zero-Train-BCI - Combining constrained based learning and transfer learning to facilitate Zero-Training Brain-Computer Interfacing (EU, 2015-2017)
- HYPERSCANNING 2.0 -Hyperscanning 2.0 Analyses of Multimodal Neuroimaging Data: Concept, Methods and Applications (EU, 2014-2016)
- Berlin Brain Computer Interface (BBCI)
- SPoC - Multimodale und multivariate maschinelle Lernmethoden für nichtlinear gekoppelte oszillatorische Systeme/Methods for Nonlinearly Coupled Oscillatory Systems (DFG, 2015)
- ETERNAL - Exploring Thermoelectric Properties of Novel Materials (Einstein Stiftung, 2016)
- Verbundprojekt PROSEC - Proaktive Sicherheit für konvergente Kommunikation/Teilvorhaben: Intelligente Sicherheitstechnik (VDI/VDE, 2014)
- D-JPN Verbundprojekt A-BCI - Adaptive Gehirn-Computer-Schnittstellen (BCI) in nichtstationären Umgebungen (BMBF, 2015)
- AMYO - Advanced Myoelectric Control of Prosthetic Systems (EU, 2014)
- DYNAMO - Entwicklung von Methoden zur dynamischen Erkennung von Schadcode mit Techniken des maschinellen Lernens (DFG, 2014)
- FaSOR - - Driver as Sensor (BMBF)
- Network project: Brain@Work - "Development of neurotechnology based man-man-machine interaction application for industrial environments" (BMBF, 2008-2011)
- Project C4 in the Bernstein Center for Computational Neuroscience Berlin "Optimizing human performance through real-time EEG feedback" (BMBF, 2004-2010)
- TOBI - Tools for Brain-Computer Interaction (EU, November 2008 - 2013)
- MUNDUS - MUltimodal Neuroprosthesis for Daily Upper limb Support (2010 - 2013)
- LAMA - Learning Methods for Automatic Malware Analysis
- Network project: BFNT - Bernstein Focus Neurotechnology (BFNT-B) "Non-Invasive Neurotechnology for Man-Machine-Interaction" (BMBF, 2008-2013)
- Vital-BCI - "Improving Interactive Learning of Man and Machine" (DFG, 2007-2012)
- Machine Learning for Computational Finance (QPL and Deutsche Bank)
- ReMIND - Machine Learning for Real-Time Intrusion Detection and Defence (BMBF)
- ChemML - Machine learning methods for chemoinformatics (DFG) (Toxicity benchmark data set)
- DFG Emmy Noether Independent Junior Research Group - "Machine Learning and internal representations in behaviour planning, motor control, and robotics"
- Network project Bernstein Partner: Neurovascular Coupling, project part 2 (BMBF)
Zusatzinformationen / Extras
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