Big Data - IoT
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A neural based comparative analysis for feature extraction from ECG signals
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Application specific approximate computing
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Augmented neural networks
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Circuit architectures: Circuits and systems for efficient machine learning and artificial intelligence
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Compact dynamical modeling
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Compressed sensing for privacy-preserving data processing
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Computational electromagnetics
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Connected autonomous cars
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Data-driven control of biomedical systems
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Deep learning for video compression
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Deep neural networks
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Design of experiments
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Direct virtual sensors
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Electro-optic and Electro-absorption modulators
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Embedded systems: Circuits, systems and algorithms for low-power signal processing in IoT nodes implementation
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Embedded systems: Design, analysis and control methodologies for switching power converters with improved compatibility properties
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Energy-efficient protocols for Internet of Things (IoT)
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Extension of the direct modulation bandwidth of semiconductor laser diodes
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Generative deep learning models
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Global Navigation Satellite System Reflectometry (GNSS-R)
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Hardware-accelerated machine learning for human localization, identification and behavior inference
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Image rendering via neural radiance fields
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Integrated current sensors for smart power applications
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Intruder recognition using ECG signal
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Machine learning enhanced analysis of ECG data
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Memcomputing
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Micro&nano sensors: Molecular sensing
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Micro&nano sensors: semiconductor sensors
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Modeling and Control of Mobility-on-Demand Systems
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Multimedia forensics
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Nanocomputing: Advanced semiconductor field effect transistor process simulation and device modelling
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Non-conventional computation techniques for Deep Learning
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Nonstationary topological learning: the G-EXIN neural network
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PulsEcg - cuffless arterial blood pressure measurement device
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Quantum computing: Quantum devices and technologies
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Reliability of wireless sensor networks in harsh enviroments
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Service robotics and enabling technologies for cooperation and support in human activities
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Si and III-V photonic integrated circuits
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Signal processing in the encrypted domain
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Smart embedded systems for lighting and IoT
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Stochastic analysis of circuits, cables, and interconnects
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System identification via machine learning
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System-level design via high-level synthesis
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Tagless indoor person localization and identification
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Text data analytics
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The Growing Curvilinear Component Analysis (GCCA) Neural Network
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Ultra-low power, mostly digital, integrated interfaces for the Internet of Things
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ULVE: Ulcer verification
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VITAL-ECG: A portable wearable hospital
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VLSI architectures for machine learning