Archive of past Master Projects | Accelerating Molecular Dynamics Models with Graphics Processing Units (GPGPUs) Lab: ESL Sections: SEL Supervisor: Shivani Raghav, Prof. David Atienza [read on] |
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] |
Apps Development for Physical Activity Tracking on Wireless Body Sensor Nodes Lab: ESL Sections: SEL Supervisor: Dr. Srinivasan Murali, Prof. David Atienza [read on] |
Automated ECG diagnosis on Wireless Body Sensors Lab: ESL Sections: SEL Supervisor: Ivan Beretta, Dr. Giovanni Ansaloni, Prof. David Atienza [read on] |
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] |
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] |
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] |
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] |
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] |
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] |
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] |
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] |
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] |
Development of an Android application for sensor data collection Lab: ESL Sections: SEL Supervisor: Grégoire Surrel, Dr. Amir Aminifar, Prof. David Atienza [read on] |
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] |
Development of novel novel data processing pipelines for stress detection Lab: ESL Sections: SEL Supervisor: Dr. Nataliya Yakymets, Prof. David Atienza [read on] |
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] |
Embedded electrocardiogram processing for Wireless Body Sensor Network (WBSN) Lab: ESL Sections: SEL Supervisor: Prof. David Atienza [read on] |
Evaluation and selection of IoT devices for remote subject monitoring in clinical research Lab: ESL Sections: SEL Supervisor: Nadia Khaled, PhD [read on] |
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] |
Exploring sparsity and quantization for more energy efficient ML Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Miguel Peón Quirós [read on] |
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] |
Feedback-based reinforcement for muscular rehabilitation and physiotherapy Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Dr. Srinivasan Murali, Prof. David Atienza [read on] |
Functional Error Mitigation Schemes for Latency-Constrained Wireless Systems Lab: ESL Sections: SEL Supervisor: Mohamed M. Sabry, Prof. David Atienza [read on] |
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] |
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] |
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] |
Implementation of a sub-array controller for in-SRAM computing architecture Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Alexandre Levisse [read on] |
Implementation of Intuitive Gesture-Controlled Interface for Next Generation Drones Using a Smartphone Lab: ESL Sections: SEL Supervisor: Fabio DellAgnola, Prof. David Atienza [read on] |
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] |
In-circuit Analyzer of a Ultra-Low-Power Multi-core System Lab: ESL Sections: SEL Supervisor: Dr. Giovanni Ansaloni, Prof. David Atienza [read on] |
Interface for Automatic Acquisition and Processing of Nutritional Data and Physical Sport Quality Monitoring Lab: ESL Sections: SEL Supervisor: Prof. David Atienza [read on] |
LIDAR design for autonomous mobile robots Lab: ESL Sections: SEL Supervisor: Giovanni Campanella, Mr. Matthieu Chevrier, Prof. David Atienza [read on] |
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] |
Mobile game for stress management and relaxation Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Dr. Srinivasan Murali, Prof. David Atienza [read on] |
Multi-parametric analysis for sleep quality assessment Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Dr. Srinivasan Murali, Prof. David Atienza [read on] |
Multi-parametric bio-signal aggregation and analysis Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Dr. Srinivasan Murali, Prof. David Atienza [read on] |
Multi-parametric vital signs monitoring using Wireless Body Sensor Networks Lab: ESL Sections: SEL Supervisor: Dr. Francisco Rincon, Prof. David Atienza [read on] |
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] |
Nespresso's Future Electronic Devices for the Internet-of-Things Era Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Martino Ruggiero [read on] |
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] |
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] |
Operating System Policies for Improved Reliability on MPSoCs Lab: ESL Sections: SEL Supervisor: Prof. David Atienza [read on] |
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] |
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] |
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] |
Performance Profiler for Virtualized Servers in Large-Scale Datacenters Lab: ESL Sections: SEL Supervisor: Dr. Jungsoo Kim, Prof. David Atienza [read on] |
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] |
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] |
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] |
System-Level Power Estimator for Datacenters Lab: ESL Sections: SEL Supervisor: Dr. Jungsoo Kim, Prof. David Atienza [read on] |
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] |
TP on Application Programming for Mobile Platforms and Smartphones Lab: ESL Sections: SEL Supervisor: Dr. Martino Ruggiero [read on] |
User Interface for the 3D-ICE Thermal Simulator Lab: ESL Sections: SEL Supervisor: Alessandro Vincenzi, Prof. David Atienza [read on] |
Wearable Drone Controller for Search and Rescue Missions Lab: ESL Sections: SEL Supervisor: Fabio DellAgnola, Dr. Adriana Arza, Prof. David Atienza [read on] |
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] |
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] |
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] |
Enhancing in-memory computing architectures with non-conventional technologies Lab: ESL Sections: SEL Supervisor: Dr. Alexandre Levisse, Prof. David Atienza [read on] |
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] |
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] |
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] |
Weight quantization of neural network via Fibonacci coding Lab: ESL Sections: SEL Supervisor: Mr. William Simon, Dr. Marina Zapater, Prof. David Atienza [read on] |
Semester Projects | 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] |
Android Integration of unobtrusive EEG monitoring devices Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Giovanni Ansaloni, Renato Zanetti [read on] |
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] |
COVID-19 Cough Audio Signal Classification using the COUGHVID Dataset Lab: ESL Sections: SEL Supervisor: Dr. Tomas Teijeiro, Prof. David Atienza [read on] |
Data curation and analysis in the COUGHVID project Lab: ESL Sections: SEL Supervisor: Dr. Tomas Teijeiro, Prof. David Atienza [read on] |
Decentralized federated learning framework for epileptic seizure detection Lab: ESL Sections: SEL Supervisor: Saleh Baghersalimi, Dr. Tomas Teijeiro, Prof. David Atienza [read on] |
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] |
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] |
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] |
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] |
Development of an IoT platform for luxury watch telemetry Lab: ESL Sections: SEL Supervisor: Prof. David Atienza [read on] |
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] |
ECG annotator system for evaluation of cardiovascular anomalies Lab: ESL Sections: SEL Supervisor: Elisabetta De Giovanni, Dr. Marina Zapatero, Prof. David Atienza [read on] |
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] |
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] |
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] |
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] |
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] |
Migraine Diary using Mobile Applications on Smart Watches Lab: ESL Sections: SEL Supervisor: Prof. David Atienza, Dr. Amir Aminifar, Dr. Adriana Arza [read on] |
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] |
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] |
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] |
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] |
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] |
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] |
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] |
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] |