Past Student Projects


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]


experimental projecttheoreticalcomputational   
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]


experimental projecttheoreticalcomputational   
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]


theoreticalcomputational   
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]


document link   
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]


experimental projecttheoreticalcomputational   
Texas Instruments Inc
Development of an Android application for sensor data collection
Lab: ESL
Sections: SEL
Supervisor: Grégoire Surrel, Dr. Amir Aminifar, Prof. David Atienza
[read on]


document link   
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]


experimental projecttheoreticalcomputational   
Development of novel novel data processing pipelines for stress detection
Lab: ESL
Sections: SEL
Supervisor: Dr. Nataliya Yakymets, Prof. David Atienza
[read on]


experimental projecttheoreticalcomputational   
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]


document link   
Evaluation and selection of IoT devices for remote subject monitoring in clinical research
Lab: ESL
Sections: SEL
Supervisor: Nadia Khaled, PhD
[read on]


experimental projecttheoreticalcomputationalweb link   
Nestlé Research Center
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]


experimental projecttheoretical   
Exploring sparsity and quantization for more energy efficient ML
Lab: ESL
Sections: SEL
Supervisor: Prof. David Atienza, Dr. Miguel Peón Quirós
[read on]


experimental projecttheoreticalcomputational   
Xilinx Dublin
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]


document linkweb link   
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]


theoreticalcomputational   
Implementation of a sub-array controller for in-SRAM computing architecture
Lab: ESL
Sections: SEL
Supervisor: Prof. David Atienza, Dr. Alexandre Levisse
[read on]


experimental projecttheoreticalcomputationalweb link   
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]


   
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]


document link   
LIDAR design for autonomous mobile robots
Lab: ESL
Sections: SEL
Supervisor: Giovanni Campanella, Mr. Matthieu Chevrier, Prof. David Atienza
[read on]


   
Texas Instruments Inc
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]


theoreticalcomputational   
Nespresso's Future Electronic Devices for the Internet-of-Things Era
Lab: ESL
Sections: SEL
Supervisor: Prof. David Atienza, Dr. Martino Ruggiero
[read on]


experimental projecttheoreticalcomputational   
Nestlé Nespresso S.A.
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]


theoreticalcomputationaldocument link   
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]


experimental projecttheoreticalcomputational   
Operating System Policies for Improved Reliability on MPSoCs
Lab: ESL
Sections: SEL
Supervisor: Prof. David Atienza
[read on]


document link   
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]


experimental projecttheoreticalcomputational   
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]


computational   
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]


document link   
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]


experimental projectcomputational   
IBM Research GmbH
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]


web link   
IBM Research GmbH
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]


document link   
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]


document linkweb link   
Wearable Drone Controller for Search and Rescue Missions
Lab: ESL
Sections: SEL
Supervisor: Fabio Dell’Agnola, Dr. Adriana Arza, Prof. David Atienza
[read on]


document link   
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]


experimental projecttheoreticalcomputational   
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]


theoreticalcomputational   
Enhancing in-memory computing architectures with non-conventional technologies
Lab: ESL
Sections: SEL
Supervisor: Dr. Alexandre Levisse, Prof. David Atienza
[read on]


theoreticalcomputational   
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]


theoreticalcomputationalweb link   
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]


experimental projecttheoreticalcomputational   
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]


experimental projectcomputationalweb link   
Weight quantization of neural network via Fibonacci coding
Lab: ESL
Sections: SEL
Supervisor: Mr. William Simon, Dr. Marina Zapater, Prof. David Atienza
[read on]


experimental projecttheoreticalcomputational   

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]


theoreticalcomputational   
Android Integration of unobtrusive EEG monitoring devices
Lab: ESL
Sections: SEL
Supervisor: Prof. David Atienza, Dr. Giovanni Ansaloni, Renato Zanetti
[read on]


experimental projectcomputational   
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]


experimental projectcomputational   
COVID-19 Cough Audio Signal Classification using the COUGHVID Dataset
Lab: ESL
Sections: SEL
Supervisor: Dr. Tomas Teijeiro, Prof. David Atienza
[read on]


experimental projecttheoreticalcomputational   
Data curation and analysis in the COUGHVID project
Lab: ESL
Sections: SEL
Supervisor: Dr. Tomas Teijeiro, Prof. David Atienza
[read on]


experimental projecttheoreticalcomputational   
Decentralized federated learning framework for epileptic seizure detection
Lab: ESL
Sections: SEL
Supervisor: Saleh Baghersalimi, Dr. Tomas Teijeiro, Prof. David Atienza
[read on]


experimental projectcomputational   
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]


experimental projectcomputationaldocument link   
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]


theoreticalcomputational   
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]


experimental projecttheoreticalcomputational   
Texas Instruments Inc
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]


experimental projecttheoreticalcomputationaldocument link   
Richemont
Development of an IoT platform for luxury watch telemetry
Lab: ESL
Sections: SEL
Supervisor: Prof. David Atienza
[read on]


experimental projecttheoreticalcomputationaldocument link   
Richemont
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]


theoreticalcomputational   
ClearSpace SA
ECG annotator system for evaluation of cardiovascular anomalies
Lab: ESL
Sections: SEL
Supervisor: Elisabetta De Giovanni, Dr. Marina Zapatero, Prof. David Atienza
[read on]


computational   
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]


theoreticalcomputational   
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]


experimental projectcomputational   
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]


experimental projectcomputationaldocument link   
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]


theoreticalcomputational   
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]


computational   
Migraine Diary using Mobile Applications on Smart Watches
Lab: ESL
Sections: SEL
Supervisor: Prof. David Atienza, Dr. Amir Aminifar, Dr. Adriana Arza
[read on]


computational   
Microsoft Band Smart Watch and Fitness Tracker
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]


experimental projectcomputational   
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]


theoreticalcomputationaldocument link   
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]


experimental projecttheoreticalcomputationalweb link   
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]


experimental projectcomputational   
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]


experimental projectcomputationalweb link   
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]


theoreticalcomputational   
Xilinx Dublin
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]


experimental projecttheoreticalcomputationaldocument link   
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]


experimental projectcomputational   
eXtendable Heterogeneous Energy-Efficient Platform - EPFL
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