Student Projects

Bachelor Projects (6th Semester)

In addition to the projects listed below, which can be adapted to the level of Bachelor students in the 6th semester of their studies instead of M.Sc. level, it is possible for Bachelor students to propose additional topics on embedded systems that fit their personal interests. In that case, contact Prof. David Atienza ([email protected]) to discuss the complexity of the project proposal from your side in order to adapt it if necessary.


Master Student Assistant Projects

(Remunerated, for officially registered EPFL students only)
Firmware development for efficient biosignal data management
Lab: ESL
Sections: SEL
Supervisor: Dr Jérôme Thevenot, Lara Orlandic
[read on]


experimental projecttheoreticalcomputational   
project no longer available
Sensemodi

Summer Internship Projects

(Remunerated, for officially registered EPFL students only)
Analysis of Acoustic Emissions from the Knee through Wearable Devices
Lab: ESL
Sections: SEL
Supervisor: Dr. Jérôme Thévénot, Dr. Tomas Teijeiro, Prof. David Atienza
[read on]


experimental projecttheoreticalcomputational   
Sensemodi
Full-system power & energy evaluation of GreenDVFS against built-in Linux governors
Lab: ESL
Sections: SEL
Supervisor: Prof. David Atienza, Dr. Miguel Peón-Quirós, Dr. Xavier Ouvrard
[read on]


experimental projecttheoreticalcomputational   
EPFL EcoCloud Center

Master Projects

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]


experimental projecttheoreticalcomputational   
DNA analysis algorithms for Realtime in-memory genome sequencing
Lab: ESL
Sections: SEL
Supervisor: Dr. Giovanni Ansaloni, Dr. William Simon, Prof. David Atienza
[read on]


experimental projecttheoreticalcomputational   
IBM Research GmbH
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]


experimental projecttheoreticalcomputational   
Sensemodi
Efficient seizure detection using synchrosqueezed wavelet transforms based techniques
Lab: ESL
Sections: SEL
Supervisor: Dr. Jose Miranda, Prof. David Atienza
[read on]


experimental projecttheoreticalcomputational   
Exploring DNN implementations for Realtime in-memory genome sequencing
Lab: ESL
Sections: SEL
Supervisor: Dr. Giovanni Ansaloni, Dr. William Simon, Prof. David Atienza
[read on]


experimental projecttheoreticalcomputational   
Implementation of a smart DMA for a RISC-V Near-Memory Computing Microcontroller
Lab: ESLTCL
Sections: SEL
Supervisor: Dr. Davide Schiavone, Dr. Jose Miranda, Prof. David Atienza
[read on]


experimental projecttheoreticalcomputational   
Implementation of an Accelerator based on Near-Memory Computing IPs for a RISC-V-based Microcontroller
Lab: ESL
Sections: SEL
Supervisor: Dr. Davide Schiavone, Michele Caon, Prof. David Atienza
[read on]


experimental projecttheoreticalcomputational   
eXtendable Heterogeneous Energy-Efficient Platform - EPFL
Porting and Optimization of biomedical benchmark applications to the X-HEEP Open-Source RISC-V-based microcontroller platform
Lab: ESL
Sections: SEL
Supervisor: Dr. Davide Schiavone, Mr. Dimitrios Samakovlis, Mr. Stefano Albini, Prof. David Atienza
[read on]


experimental projecttheoreticaldocument link   
eXtendable Heterogeneous Energy-Efficient Platform - EPFL
TinyML for Audio Deep Learning Algorithms
Lab: ESL
Sections: SEL
Supervisor: Dr. Davide Schiavone, Dr. Jose Miranda, Dr. Milos Cernak, Prof. David Atienza
[read on]


experimental projecttheoreticalcomputational   
Logitech Europe SA
Towards intelligent laser welding: automatic control of processing quality using reinforcement learning and deep neural architectures
Lab: ESL
Sections: SEL
Supervisor: Dr. Sergey Shevchik, Prof. David Atienza
[read on]


experimental projecttheoreticalcomputational   
EMPA (Eidgenössische Materialprüfungs- und Forschungsanstalt)
X-HEEP Accelerators: design, verification, and integration of a general purpose co-processor/accelerator based on RISC-V for edge-computing SoCs
Lab: ESL
Sections: SEL
Supervisor: Dr. Davide Schiavone, Prof. David Atienza
[read on]


theoreticalcomputational   
eXtendable Heterogeneous Energy-Efficient Platform - EPFL

Master or Semester Projects

Electroencephalography based epileptic seizure detection
Lab: ESL
Sections: SEL
Supervisor: Prof. David Atienza, Dr. Jonathan Dan, Ph.D. student Una Pale
[read on]


experimental projectcomputationaldocument link   
Energy-efficient HW accelerators design on FPGA for SKA Observatory
Lab: ESL
Sections: SEL
Supervisor: Ruben Rodriguez Alvarez (ESL), Dr. Denisa Constantinescu (ESL), Dr. Miguel Peón Quirós (EcoCloud), Prof. David Atienza (ESL)
[read on]


experimental projecttheoretical   
Square Kilometre Array Observatory
Hardware accelerator design with Chisel and integration in a RISC-V full system
Lab: ESL Scala
Sections: SEL
Supervisor: Ruben Rodriguez Alvarez (ESL), Dr. Denisa Constantinescu (ESL), Jamie Richard Thompson (Scala Center), Anatolii Kmetiuk (Scala Center), Prof. David Atienza (ESL)
[read on]


experimental projecttheoreticalcomputationalweb link   
project no longer available
Scala Center, EPFL
Real-time epileptic seizure alarms on a smartwatch
Lab: ESL
Sections: SEL
Supervisor: Prof. David Atienza, Dr. Jonathan Dan, Dr. Jose Miranda
[read on]


experimental projecttheoreticalcomputationaldocument link   

Semester Projects

A bottom-up digital back-end design for the next generation of configurable accelerators for Edge-AI platforms
Lab: ESL
Sections: SEL
Supervisor: Ms. Lara Orlandic, Dr. Davide Schiavone, Prof. David Atienza
[read on]


theoreticalcomputationaldocument link   
eXtendable Heterogeneous Energy-Efficient Platform - EPFL
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]


experimental projecttheoreticalcomputational   
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]


experimental projecttheoreticalcomputational   
chip2chip: verification and integration of the serial-link peripheral in X-HEEP to enable fast communications with external accelerators
Lab: ESL
Sections: SEL
Supervisor: Prof. David Atienza, Dr. Davide Schiavone
[read on]


experimental projecttheoreticalcomputational   
eXtendable Heterogeneous Energy-Efficient Platform - EPFL
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]


experimental projecttheoreticalcomputational   
eXtendable Heterogeneous Energy-Efficient Platform - EPFL
Deployment of an unsupervised deep adaptive filtering method for context-aware and robust Heart Rate extraction in constrained wearables
Lab: ESL
Sections: SEL
Supervisor: Christodoulos Kechris MSc, Dr. Jose Miranda, Dr. Jonathan Dan, Prof. David Atienza
[read on]


experimental projecttheoreticalcomputational   
eXtendable Heterogeneous Energy-Efficient Platform - EPFL
Design of efficient Convolutional Layers for Near-Memory Computing IPs based on RISC-V
Lab: ESL
Sections: SEL
Supervisor: Mr. Luigi Giuffrida, Dr. Davide Schiavone, Prof. David Atienza
[read on]


experimental projectcomputational   
eXtendable Heterogeneous Energy-Efficient Platform - EPFL
Efficient SPI: design, verification, and integration of SPI and QuadSPI routines and HW functions for efficient master-to-slave off-chip communications
Lab: ESL
Sections: SEL
Supervisor: Dr. Davide Schiavone, Dr. Jose Miranda, Prof. David Atienza
[read on]


experimental projectcomputational   
eXtendable Heterogeneous Energy-Efficient Platform - EPFL
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]


experimental projecttheoreticalcomputational   
Implementation of automation techniques for IMC arrays
Lab: ESL
Sections: SEL
Supervisor: Dr. Alexandre Levisse, Prof. David Atienza
[read on]


experimental projecttheoreticalcomputational   
Towards Audio-Visual Speech Separation and Recognition
Lab: ESL
Sections: SEL
Supervisor: Mr. Cristian Cioflan, Dr. Miguel de Prado, Dr. Jose Miranda, Prof. David Atienza
[read on]


experimental projecttheoreticalcomputational   
X-HEEP generator: implementation of a highly configurable memory and peripheral subsystem for a RISC-V-based microcontroller
Lab: ESL
Sections: SEL
Supervisor: Mr. Simone Machetti, Dr. Davide Schiavone, Prof. David Atienza
[read on]


experimental projecttheoreticalcomputational   
eXtendable Heterogeneous Energy-Efficient Platform - EPFL
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