Archive of past Master Projects | A new genome sequencing accelerator for Realtime in-memory genome sequencing Lab: ESL Sections: SEL Supervisor: Dr. Giovanni Ansaloni, Dr. William Simon, Prof. David Atienza [read on] |
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 | Accelerating Molecular Dynamics Models with Graphics Processing Units (GPGPUs) Lab: ESL Sections: SEL Supervisor: Shivani Raghav, Prof. David Atienza [read on] |
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| An automated framework to increase the efficiency of Deep Neural Network Training for Bio-Medical Applications Lab: ESL Sections: SEL Supervisor: Mr. Arman Iranfar, Dr. Marina Zapater, Prof. David Atienza [read on] |
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| An Ultra-Low-Power Audio-Aware System (AAS) for the Extreme Edge Lab: ESL Sections: SEL Supervisor: Dr. Jose Miranda, Dr. Davide Schiavone, Prof. David Atienza [read on] |
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| Apps Development for Physical Activity Tracking on Wireless Body Sensor Nodes Lab: ESL Sections: SEL Supervisor: Dr. Srinivasan Murali, Prof. David Atienza [read on] |
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| Asynchronous Fuzzy Federated Life-Long-Learning for the Edge Lab: ESL Sections: SEL Supervisor: Dr. Jose Miranda, Dr. Javier Andreu-Perez, Prof. David Atienza [read on] |
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| Automated ECG diagnosis on Wireless Body Sensors Lab: ESL Sections: SEL Supervisor: Ivan Beretta, Dr. Giovanni Ansaloni, Prof. David Atienza [read on] |
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| Benchmark of EEG based seizure detection algorithms Lab: ESL Sections: SEL Supervisor: Dr. Jonathan Dan, Prof. David Atienza [read on] |
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| Biosignal monitoring for acute response during intense exercise on Ultra-Low-Power wearable devices Lab: ESL Sections: SEL Supervisor: Elisabetta De Giovanni, Prof. David Atienza [read on] |
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| Body composition measurement using a wearable bio-signal monitoring system Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon , Dr. Srinivasan Murali, Prof. David Atienza [read on] |
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| Breathing and heart rate management using a wearable bio-signal monitoring system Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Dr. Srinivasan Murali, Prof. David Atienza [read on] |
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| Characterization and exploration of the electrical properties of the ferroelectric memory devices. Lab: ESL Sections: SEL Supervisor: Dr. Nataliya Yakymets, Dr. Alexandre Levisse, Prof. David Atienza [read on] |
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| Correlation of Cognitive Workload with Activities Tracking of Fitters in Elevator Installation Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Adriana Arza [read on] |
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| Design of a low-complexity wearable system for sleep studies Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Dr. Srinivasan Murali, Prof. David Atienza [read on] |
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| Design of a wireless platform for therapeutic use based on EMG and inertial sensors Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Dr. Srinivasan Murali, Prof. David Atienza [read on] |
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| Design of an innovative in-memory processing unit in advanced CMOS process nodes Lab: ESL Sections: SEL Supervisor: Dr. Alexandre Levisse, Prof. David Atienza [read on] |
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| Design of new embedded vision systems for AI-based autonomous mobile robots (Project done with Texas Instruments, Germany). Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Mr. Giovanni Campanella, Mr. Matthieu Chevrier [read on] |
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 | Development of an Android application for sensor data collection Lab: ESL Sections: SEL Supervisor: Grégoire Surrel, Dr. Amir Aminifar, Prof. David Atienza [read on] |
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| Development of cortisol monitor readout system for stress detection Lab: ESL Sections: SEL Supervisor: Dr. Nataliya Yakymets, Dr. José Miranda and Prof. David Atienza [read on] |
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| Development of novel novel data processing pipelines for stress detection Lab: ESL Sections: SEL Supervisor: Dr. Nataliya Yakymets, Prof. David Atienza [read on] |
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| ECG-derived respiration using a wearable bio-signal monitoring system Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Dr. Srinivasan Murali, Prof. David Atienza [read on] |
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| Efficient Embedded Signal Quality Assessment on the Edge for EEG sensors Lab: ESL Sections: SEL Supervisor: Dr. Jonathan Dan, Dr. Jose Miranda, Prof. David Atienza [read on] |
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| Efficient FW stack design and implementation for a versatile physiological wearable system Lab: ESL Sections: SEL Supervisor: Dr. José Miranda Calero, Dr. Jérôme Thevenot, Dr. Jonathan Dan, Prof. David Atienza [read on] |
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 | Efficient seizure detection using synchrosqueezed wavelet transforms based techniques Lab: ESL Sections: SEL Supervisor: Dr. Jose Miranda, Prof. David Atienza [read on] |
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| Embedded electrocardiogram processing for Wireless Body Sensor Network (WBSN) Lab: ESL Sections: SEL Supervisor: Prof. David Atienza [read on] |
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| Evaluation and selection of IoT devices for remote subject monitoring in clinical research Lab: ESL Sections: SEL Supervisor: Prof. David Atienza [read on] |
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 | Evaluation and selection of IoT devices for remote subject monitoring in clinical research Lab: ESL Sections: SEL Supervisor: Nadia Khaled, PhD [read on] |
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| Evaluation of the effectiveness of wear-levelling techniques for dynamic memory management in embedded systems Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Miguel Peón Quirós, Dr. Alexandre Levisse [read on] |
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| Exploration, design and automation of a frequency generator block for CMOS ICs in various technologies Lab: ESL Sections: SEL Supervisor: Dr. Davide Schiavone, Dr. Alexandre Levisse, Prof. David Atienza [read on] |
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| Exploring sparsity and quantization for more energy efficient ML Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Miguel Peón Quirós [read on] |
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 | Fast and accurate simulation of RISC-V systems using gXR5: a validation and fine-tuning methodology Lab: ESL Sections: SEL Supervisor: Mr. Joshua Klein, Dr. Giovanni Ansaloni, Prof. Marina Zapater, Prof. David Atienza [read on] |
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| Feature enhancements and optimizations for decision support system targeting data center management Lab: ESL Sections: SEL Supervisor: Dr. Martino Ruggiero, Prof. David Atienza [read on] |
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| Feedback-based reinforcement for muscular rehabilitation and physiotherapy Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Dr. Srinivasan Murali, Prof. David Atienza [read on] |
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| Functional Error Mitigation Schemes for Latency-Constrained Wireless Systems Lab: ESL Sections: SEL Supervisor: Mohamed M. Sabry, Prof. David Atienza [read on] |
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| Heart rate tracking during activity using a wearable bio-signal monitoring system Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Prof. David Atienza [read on] |
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| Implementation and optimization of bio-signal processing algorithms for real-time execution on an embedded system Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Dr. Srinivasan Murali, Prof. David Atienza [read on] |
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| Implementation and verification of a 32kB in-SRAM computing macro-memory in 65nm CMOS technology Lab: ESL Sections: SEL Supervisor: Mr. William Simon, Dr. Alexandre Levisse, Prof. David Atienza [read on] |
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| Implementation of a sub-array controller for in-SRAM computing architecture Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Alexandre Levisse [read on] |
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| Implementation of Intuitive Gesture-Controlled Interface for Next Generation Drones Using a Smartphone Lab: ESL Sections: SEL Supervisor: Fabio Dell’Agnola, Prof. David Atienza [read on] |
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| Implementation of Paroxysmal Atrial Fibrillation Prediction Algorithm On Ultra-Low-Power Embedded Platforms Lab: ESL Sections: SEL Supervisor: Elisabetta De Giovanni, Amir Aminifar, Prof. David Atienza [read on] |
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| In-circuit Analyzer of a Ultra-Low-Power Multi-core System Lab: ESL Sections: SEL Supervisor: Dr. Giovanni Ansaloni, Prof. David Atienza [read on] |
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| Interface for Automatic Acquisition and Processing of Nutritional Data and Physical Sport Quality Monitoring Lab: ESL Sections: SEL Supervisor: Prof. David Atienza [read on] |
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| LIDAR design for autonomous mobile robots Lab: ESL Sections: SEL Supervisor: Giovanni Campanella, Mr. Matthieu Chevrier, Prof. David Atienza [read on] |
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| Machine learning for automatic serial number recognition in the watch industry Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Marco Hosender of IWC [read on] |
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 | Mobile application for wireless sensor devices configuration and data gathering Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Dr. Srinivasan Murali, Prof. David Atienza [read on] |
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| Mobile game for stress management and relaxation Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Dr. Srinivasan Murali, Prof. David Atienza [read on] |
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| Multi-parametric analysis for sleep quality assessment Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Dr. Srinivasan Murali, Prof. David Atienza [read on] |
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| Multi-parametric bio-signal aggregation and analysis Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Dr. Srinivasan Murali, Prof. David Atienza [read on] |
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| Multi-parametric vital signs monitoring using Wireless Body Sensor Networks Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Prof. David Atienza [read on] |
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| Multiparametric biosignal analysis for robust monitoring through wearable devices Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Adriana Arza, Dr. Tomas Teijeiro [read on] |
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| Nespresso's Future Electronic Devices for the Internet-of-Things Era Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Martino Ruggiero [read on] |
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 | Neural network retraining for overlapping weights encoded in a transpose pattern Lab: ESL Sections: SEL Supervisor: Mr. William Simon, Dr. Alexandre Levisse, Prof. David Atienza [read on] |
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| New techniques to improve robustness against memory errors of convolutional neural networks in edge-computing devices with heterogeneous memory organizations Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Miguel Peón Quirós, Flavio Ponzina [read on] |
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| On-Device-Training for KeyWord Spotting on the edge Lab: ESL Sections: SEL Supervisor: Dr. Jose Miranda, Prof. David Atienza [read on] |
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| Open-source platform for rapid prototyping of RISC-V embedded devices on a Linux-based FPGA Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Miguel Peón Quirós, Simone Machetti [read on] |
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| Operating System Policies for Improved Reliability on MPSoCs Lab: ESL Sections: SEL Supervisor: Prof. David Atienza [read on] |
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| Optimization of cognitive workload monitoring for low power multi-core embedded platforms with domain-specific hardware accelerators. Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Adriana Arza, Dr. Miguel Peón-Quirós, Una Pale [read on] |
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| Optimization of Real-Time Algorithm for Bloodstream Pulse Transit Time Computation On Ultra-Low Power Embedded Platforms Lab: ESL Sections: SEL Supervisor: Loris Duch, Prof. David Atienza [read on] |
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| Optimization of Real-Time Algorithm for Bloodstream Pulse Transit Time Computation On Ultra-Low Power Embedded Platforms Lab: ESL Sections: SEL Supervisor: Loris Duch, Prof. David Atienza [read on] |
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| Performance Profiler for Virtualized Servers in Large-Scale Datacenters Lab: ESL Sections: SEL Supervisor: Dr. Jungsoo Kim, Prof. David Atienza [read on] |
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| Real-time Monitoring and Machine-Learning for Vital Signs Analysis Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Arvind Sridhar, Dr. Bruno Michel [read on] |
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| Real-time Monitoring and Machine-Learning for Vital Signs Analysis Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Arvind Sridhar, Dr. Bruno Michel [read on] |
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| RTL design of ProVeT for ML/DNN inference workloads Lab: ESL Sections: SEL Supervisor: Dr. Giovanni Ansaloni, Dr. Alexandre Levisse [read on] |
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 | Stress and mood detection using a wearable bio-signal monitoring system Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Dr. Srinivasan Murali, Prof. David Atienza [read on] |
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| System-Level Power Estimator for Datacenters Lab: ESL Sections: SEL Supervisor: Dr. Jungsoo Kim, Prof. David Atienza [read on] |
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| Thermal, power and performance characterization of next-generation high-performance computing applications on heterogeneous architectures Lab: ESL Sections: SEL Supervisor: Dr. Marina Zapater, Prof. David Atienza [read on] |
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| TP on Application Programming for Mobile Platforms and Smartphones Lab: ESL Sections: SEL Supervisor: Dr. Martino Ruggiero [read on] |
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| User Interface for the 3D-ICE Thermal Simulator Lab: ESL Sections: SEL Supervisor: Alessandro Vincenzi, Prof. David Atienza [read on] |
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| Wearable Drone Controller for Search and Rescue Missions Lab: ESL Sections: SEL Supervisor: Fabio Dell’Agnola, Dr. Adriana Arza, Prof. David Atienza [read on] |
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| Wireless wearable system for ECG-based respiratory rate and stress level estimation Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Dr. Srinivasan Murali, Prof. David Atienza [read on] |
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Master or Semester Projects | Adaptive Programing Conditions for RRAM-enabled Edge Devices Lab: ESL Sections: SEL Supervisor: Dr. Alexandre Levisse, Prof. David Atienza [read on] |
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| Combining general and personalized epilepsy models for long-term seizure monitoring using hyperdimensional computing Lab: ESL Sections: SEL Supervisor: Una Pale, Dr. Tomas Teijeiro, Prof. David Atienza [read on] |
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| Design of an integrated capacitor-based DC-DC for Fuel Cell Array liquid cooling technology Lab: ESL Sections: SEL Supervisor: Dr. Alexandre Levisse, Halima Najibi, Prof. David Atienza [read on] |
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| Development of a flexible compiling and scheduling framework to map biosignal processing algorithms into coarse-grained reconfigurable arrays (CGRAs) Lab: ESL Sections: SEL Supervisor: Benoît Denkinger, Dr. Miguel Peon, Dr. Giovanni Ansaloni, Prof. David Atienza [read on] |
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| Electroencephalography based epileptic seizure detection Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Jonathan Dan, Ph.D. student Una Pale [read on] |
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| Enhancing in-memory computing architectures with non-conventional technologies Lab: ESL Sections: SEL Supervisor: Dr. Alexandre Levisse, Prof. David Atienza [read on] |
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| Hyperdimensional (HD) computing approaches for biomedical applications Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Tomas Teijeiro, Ph.D. student Una Pale [read on] |
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| Implementation and optimization of bio-signal processing algorithms for real-time execution on an embedded system Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Adriana Arza [read on] |
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| Improved Hyperdimensional Encoding for Lowering Memory and Computational Footprint on Embedded Applications Lab: ESL Sections: SEL Supervisor: Una Pale, Dr. Tomas Teijeiro, Prof. David Atienza [read on] |
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| In-DRAM computing architecture: Exploration and Design Lab: ESL Sections: SEL Supervisor: Dr. Alexandre Levisse, Dr. Marina Zapater [read on] |
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| Incremental classification for the efficient detection of epileptic seizures on wearable devices Lab: ESL Sections: SEL Supervisor: Ms. Lara Orlandic, Dr. Giovanni Ansaloni, Dr. Tomas Teijeiro, Prof. David Atienza [read on] |
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| Judiciously approximating convolutional neural network through weight values clustering Lab: ESL Sections: SEL Supervisor: William Andrew Simon, Flavio Ponzina, Dr. Alexandre Levisse, Dr. Giovanni Ansaloni, Prof. David Atienza [read on] |
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| Multimodal sensor fusion using hyperdimensional computing for epilepsy seizure monitoring Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Ph.D. student Una Pale [read on] |
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| Real-time epileptic seizure alarms on a smartwatch Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Jonathan Dan, Dr. Jose Miranda [read on] |
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| Stress monitoring using a mobile application and state-of-the-art wearable sensors Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Adriana Arza, Giulio Masinelli [read on] |
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| Weight quantization of neural network via Fibonacci coding Lab: ESL Sections: SEL Supervisor: Mr. William Simon, Dr. Marina Zapater, Prof. David Atienza [read on] |
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Semester Projects | A DPTLSL standard-cell library for ultra-low-leakage always-on circuits: design, layout, and verification Lab: ESLTCL Sections: SEL Supervisor: Dr. Davide Schiavone, Dr. Alexandre Levisse, Clement Chone, Prof. David Atienza, Prof. Andreas Burg [read on] |
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| Acceleration of deep learning algorithms for epilepsy detection using the European Distributed Deep Learning Library Lab: ESL Sections: SEL Supervisor: Dr. Marina Zapater [read on] |
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| Adding floating-point arithmetic capabilities to the next generation of configurable accelerators for Edge-AI platforms Lab: ESL Sections: SEL Supervisor: Ms. Lara Orlandic, Mr. David Mallasén Quintana, Dr. Davide Schiavone, Prof. David Atienza [read on] |
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| Algorithm approximation for Feature Extraction on the edge Lab: ESL Sections: SEL Supervisor: Mr. Juan Sapriza, Dr. Jose Miranda, Prof. David Atienza [read on] |
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| Android Integration of unobtrusive EEG monitoring devices Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Giovanni Ansaloni, Renato Zanetti [read on] |
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| CGRA characterization and integration into simulation platform Lab: ESL Sections: SEL Supervisor: Mr. Juan Sapriza, Mr. Rubén Rodríguez, Dr. Davide Schiavonne, Dr. Giovanni Ansaloni, and Prof. David Atienza [read on] |
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 | Characterization and Optimization of a Wear OS application for continuous biosignal monitoring Lab: ESL Sections: SEL Supervisor: Dr. Tomas Teijeiro, Prof. David Atienza [read on] |
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| Cornelia: implementation of Smart and Generic Controller for a Near-Memory Computing IP for Machine-Learning applications on a RISC-V-based Microcontroller Lab: ESL Sections: SEL Supervisor: Dr. Davide Schiavone, Clement Chone, Prof. David Atienza [read on] |
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| COVID-19 Cough Audio Signal Classification using the COUGHVID Dataset Lab: ESL Sections: SEL Supervisor: Dr. Tomas Teijeiro, Prof. David Atienza [read on] |
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| Data curation and analysis in the COUGHVID project Lab: ESL Sections: SEL Supervisor: Dr. Tomas Teijeiro, Prof. David Atienza [read on] |
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| Decentralized federated learning framework for epileptic seizure detection Lab: ESL Sections: SEL Supervisor: Saleh Baghersalimi, Dr. Tomas Teijeiro, Prof. David Atienza [read on] |
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| Decoding logic implication of in-memory processing in advanced CMOS technology node Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Alexandre Levisse, Prof. David Atienza, William Simon [read on] |
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| Design and exploration of the Data Packing Unit for SoftSIMD Mirco-architecture Lab: ESL Sections: SEL Supervisor: Pengbo Yu, Dr. Alexandre Levisse, Dr. Giovanni Ansaloni, Prof. David Atienza [read on] |
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| Design of a Matrix-Vector Multiplication (MVM) accelerator using non-conventional flash technology Lab: ESL Sections: SEL Supervisor: Dr. Alexandre Levisse, Pengbo Yu, Prof. David Atienza [read on] |
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| Design of new embedded vision systems for AI-based autonomous mobile robots Lab: ESL Sections: SEL Supervisor: Mr. Giovanni Campanella, Mr. Matthieu Chevrier, Prof. David Atienza Alonso [read on] |
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| Development of a platform software for biosignal data management Lab: ESL Sections: SEL Supervisor: Dr Jérôme Thevenot [read on] |
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| Development of an Android platform for biosignal data management Lab: ESL Sections: SEL Supervisor: Dr. Jérôme Thevenot and Mr. Christodoulos Kechris [read on] |
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| Development of an educational demonstrator of the complete stack from IoT devices to cloud serverless computing Lab: ESL Sections: SEL Supervisor: Dr. Miguel Peón Quirós, Prof. David Atienza [read on] |
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| Development of an IoT platform for activity tracking on jewelry, luxury watches and writing instruments Lab: ESL Sections: SEL Supervisor: Prof. David Atienza [read on] |
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 | Development of an IoT platform for luxury watch telemetry Lab: ESL Sections: SEL Supervisor: Prof. David Atienza [read on] |
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| Development of FPGA-based accelerators for the Clear Space I mission Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Miguel Peón Quirós [read on] |
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 | Development of FPGA-based accelerators for the navigation control of the Clear Space One mission Lab: ESL Sections: SEL Supervisor: Dr. Miguel Peón Quirós, Prof. David Atienza [read on] |
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| Development of immersive interactive environments with hand tracking and virtual reality Lab: ESL Sections: SEL Supervisor: Dr. Miguel Peón Quirós, Prof. David Atienza [read on] |
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| DOOM in HEEP: Implementation of the classic DOOM game on a fully in-house ASIC Lab: ESL Sections: SEL Supervisor: Dr. Jose Miranda, Dr. Miguel Peón-Quirós, Prof. David Atienza [read on] |
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| ECG annotator system for evaluation of cardiovascular anomalies Lab: ESL Sections: SEL Supervisor: Elisabetta De Giovanni, Dr. Marina Zapatero, Prof. David Atienza [read on] |
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| Efficient Deep Learning to assess the state and evolution of patients with multiple sclerosis Lab: ESL Sections: SEL Supervisor: Dr. Marina Zapater, Dr. Tomas Teijeiro [read on] |
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| Epilepsy Monitoring using Mobile Applications
on Smart Watches
Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Adriana Arza, Dr. Amir Aminifar, Dionisije Sopic. [read on] |
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| Everything Everywhere All at Once: A Behavioural Simulator for Coarse Grained Reconfigurable Array Architectures Lab: ESL Sections: SEL Supervisor: Mr. Juan Sapriza, Dr. Giovanni Ansaloni, and Prof. David Atienza [read on] |
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| Exploration of FPGA-based accelerators for the Clear Space I mission using high-level synthesis Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Miguel Peón Quirós [read on] |
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| Exploration of high speed in-memory computing operators in advanced CMOS technology node Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Alexandre Levisse, Prof. David Atienza, William Simon [read on] |
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| Exploring Memory Design Trade-offs: Efficiency and Voltage Scaling in SRAM Architectures for Energy-Efficient Systems Lab: ESL Sections: SEL Supervisor: Dr. Jose Miranda, Dr. Alexandre Levisse, Hossein Taji MSc., Dr. Miguel Peón, Prof. David Atienza [read on] |
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| Firmware development for efficient biosignal data management Lab: ESL Sections: SEL Supervisor: Dr Jérôme Thevenot [read on] |
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| HDB: HEEPocrates Development Board: A RISC-V based board for rapid prototyping of e-Health based applications Lab: ESL Sections: SEL Supervisor: Dr. Jose Miranda, Dr. Davide Schiavone, Prof. David Atienza [read on] |
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| Heterogeneous quantization for Analog In Memory Computing accelerators in ultra-low-power AI inference at the edge Lab: ESL Sections: SEL Supervisor: Flavio Ponzino, Dr. Giovanni Ansaloni, Prof. David Atienza [read on] |
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| Implementation and verification of an in-SRAM computing subarray in 28nm CMOS technology Lab: ESL Sections: SEL Supervisor: Dr. Alexandre Levisse, Mr. Marco Rios, Prof. David Atienza [read on] |
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| Implementation of a processor platform with IMC addons in 28nm technology Lab: ESL Sections: SEL Supervisor: Dr. Alexandre Levisse, Mr. Marco Rios, Prof. David Atienza [read on] |
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| Implementation of a virtual ADC for the X-HEEP FPGA-based emulation platform Lab: ESL Sections: SEL Supervisor: Dr. Davide Schiavone, Simone Machetti, Ruben Rodriguez, Prof. David Atienza [read on] |
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| Implementation of an Analog-Mixed Signal TestBench for a RISC-V-based Microcontroller Lab: ESL Sections: SEL Supervisor: Dr. Davide Schiavone, Marco Rios, Prof. David Atienza [read on] |
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| Implementation of an FPGA-based Near-Memory Accelerator for a RISC-V-based Microcontroller Lab: ESL Sections: SEL Supervisor: Dr. Davide Schiavone, Prof. David Atienza [read on] |
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| Implementation of Paroxysmal Atrial Fibrillation Prediction Algorithm On Ultra-Low-Power Embedded Platforms Lab: ESL Sections: SEL Supervisor: Elisabetta De Giovanni, Prof. David Atienza [read on] |
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| Implementing an Audio-Visual Speech Separation and Recognition Pipeline at the Edge Lab: ESL Sections: SEL Supervisor: Dr. Jose Miranda, Cristian Cioflan, Dr. Miguel de Prado, Prof. David Atienza [read on] |
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| Integration and exploration of data formats in Compute-near-Memory architectures Lab: ESL Sections: SEL Supervisor: Rafael Medina, Dr. Giovanni Ansaloni, Prof. David Atienza [read on] |
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| Linux meets X-HEEP: integration of the CV32A6 (a.k.a. Ariane) on a RISC-V based microcontroller to boot Linux Lab: ESL Sections: SEL Supervisor: Dr. Pasquale Davide Schiavone, Prof. David Atienza [read on] |
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| Migraine Diary using Mobile Applications on Smart Watches Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Amir Aminifar, Dr. Adriana Arza [read on] |
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 | Mobile Android application for health and wellness monitoring using wearable sensors Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Adriana Arza, Renato Zanetti, Giulio Masinelli [read on] |
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| Multimodality is reaching X-HEEP: implementation of Highly Configurable I2S and PDM peripherals for a RISC-V based microcontroller Lab: ESL Sections: SEL Supervisor: Dr. Jose Miranda, Dr. Davide Schiavone, Prof. David Atienza [read on] |
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| Optimized Implementation of an Anomaly Detection Algorithm based on Isolation Forest for Low-Power Embedded Devices Lab: ESL Sections: Supervisor: Farnaz Forooghifar, Dr. Tomas Teijeiro, Prof. David Atienza [read on] |
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| Optimizing the deployment of a novel on-device training method for personalizing seizure detection Lab: ESL Sections: SEL Supervisor: Mr. Dimitrios Samakovlis, Mr. Ruben Rodriguez Alvarez, Dr. Denisa-Andreea Constantinescu, Prof. David Atienza [read on] |
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| Pareto-Optimal Approximate Multiplication via Cartesian Genetic Programming for Neural Networks Lab: ESL Sections: SMX Supervisor: Mr. William Simon, Dr. Marina Zapater, Prof. David Atienza [read on] |
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| Power spectral density estimation of non-equally spaced samples algorithm for real-time execution on an embedded system Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Adriana Arza, Giulio Masinelli [read on] |
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| Pulse rate variability (PRV) estimation from photoplethysmogram (PPG) during incremental and constant exercise on an indoor bike Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Adriana Arza, Elisabetta De Giovanni [read on] |
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| Real-time Monitoring of Cognitive Workload and Stress Estimation: Wearable System communication with a Mobile Application Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Adriana Arza, Una Pale, Giulio Masinelli [read on] |
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| Stress detection using physiological signals in search and rescue missions employing drones. Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Adriana Arza [read on] |
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| Symbolic representation of electromyographic (EMG) data for movement recognition Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Tomas Teijeiro, Una Pale [read on] |
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| System design and evaluation of a Machine Learning Decision-Tree Accelerator Lab: ESL Sections: SEL Supervisor: Dr. Alexandre Levisse, Dr. Tomas Teijeiro, Prof. David Atienza [read on] |
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| The X-HEEP open-source RTL2GDS platform: implementation of fully open-source RISC-V based microcontroller Lab: ESL Sections: SEL Supervisor: Dr. Pasquale Davide Schiavone, Dr. Christoph Mueller, Prof. David Atienza, Prof. Andreas Burg [read on] |
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| Thermal, power and performance characterization of next-generation high-performance computing applications on heterogeneous architectures Lab: ESL Sections: SEL Supervisor: Dr. Marina Zapatero, Prof. David Atienza [read on] |
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| Unsupervised Data Analysis in the COUGHVID Project Lab: ESL Sections: ESL Supervisor: Dr. Tomas Teijeiro, Prof. David Atienza [read on] |
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| Validation of RISC-V Full System Simulation for Architectural Exploration Lab: ESL Sections: SEL Supervisor: Joshua Klein, Dr. Giovanni Ansaloni, Prof. David Atienza [read on] |
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| Weight scaling for overlapping weights encoded in a transpose pattern Lab: ESL Sections: SEL Supervisor: Mr. William Simon, Dr. Alexandre Levisse, Prof. David Atienza [read on] |
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| Wireless Communication for an Epilepsy wearable detection system: implementation of an ultra-low-power wireless communication stack for a constrained wearable device Lab: ESL Sections: SEL Supervisor: Dr. Jose Miranda, Dr. Ivan Nyhanitra, Prof. David Atienza [read on] |
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| Wood moisture identification with an FPGA-based Accelerator for a RISC-V-based Microcontroller Lab: ESL Sections: SEL Supervisor: Giulio Masinelli, Dr. Pasquale Davide Schiavone, Dr. Kilian Wasmer, Prof. David Atienza, Prof. Patrik Hoffmann [read on] |
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 | X-HEEP generator: implementation of a Highly Configurable bus and memory subsystem for a RISC-V based microcontroller Lab: ESL Sections: SEL Supervisor: Mr. Simone Machetti, Dr. Pasquale Davide Schiavone, Prof. David Atienza [read on] |
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| X-HEEP HAL and SDK: development and implementation of the Hardware Abstraction Layer and Software Development Kit for a RISC-V based platform Lab: ESL Sections: SEL Supervisor: Dr. Jose Miranda and Prof. David Atienza [read on] |
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