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