Big Data - IoT

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