Category:Available

We are actively searching for students to work on these projects. Please contact the responsible of the project if you are interested or if you have more questions.

Hot Projects

• Development of an implantable Force sensor for orthopedic applications
• Energy-Efficient Edge-Pursuit comparator for ultra-low power ADC
• Quantum Transport Modeling of Interband Cascade Lasers (ICL)
• A Novel Execution Scheme for Ultra-tiny CNNs Aboard Nano-UAVs
• CLIC for the CVA6
• Exploring NAS spaces with C-BRED
• Bridging QuantLab with LPDNN
• Improved Collision Avoidance for Nano-drones
• Deep Learning-based Global Local Planner for Autonomous Nano-drones
• Smart e-glasses for concealed recording of EEG signals
• Fast Accelerator Context Switch for PULP
• Neural Architecture Search using Reinforcement Learning and Search Space Reduction
• Visualization of Neural Architecture Search Spaces
• Wireless EEG Acquisition and Processing
• Self Aware Epilepsy Monitoring
• Energy-efficient Circuits for Fully Wireless Brain-machine Interfaces
• Peripheral Event Linking System for Real-time Capable Energy Efficient SoCs
• SCMI Support for Power Controller Subsystem
• Non-blocking Algorithms in Real-Time Operating Systems
• Mixed-Precision Neural Networks for Brain-Computer Interface Applications
• Resource-Constrained Few-Shot Learning for Keyword Spotting (1S)
• Feature Extraction for Speech Recognition (1S)
• Probing the limits of fake-quantised neural networks
• Every individual on the planet should have a real chance to obtain personalized medical therapy
• EEG artifact detection with machine learning
• Design of Time-Encoded Spiking Neural Networks (IBM-Zurich)
• EEG artifact detection for epilepsy monitoring
• Exploration and Hardware Acceleration of Intra-Layer Mixed-Precision QNNs
• Fast Simulation of Manycore Systems (1S)
• Ternary Neural Networks for Face Recognition
• Training and Deploying Next-Generation Quantized Neural Networks on Microcontrollers
• Spiking Neural Network for Motor Function Decoding Based on Neural Dust
• Integrated silicon photonic structures-Lumiphase
• Characterization techniques for silicon photonics-Lumiphase
• Evaluating SoA Post-Training Quantization Algorithms
• Hardware/software codesign neural decoding algorithm for “neural dust”
• Huawei Research
• Graph neural networks for epileptic seizure detection
• Efficient TNN Inference on PULP Systems
• Evaluating An Ultra low Power Vision Node
• Knowledge Distillation for Embedded Machine Learning
• IBM Research
• RISC-V based Implementation of Secure Ranging According to IEEE 802.15.4z UWB
• Data Augmentation Techniques in Biosignal Classification
• Compression of iEEG Data
• BCI-controlled Drone
• Contrastive Learning for Self-supervised Clustering of iEEG Data for Epileptic Patients
• Deep neural networks for seizure detection
• Spiking Neural Network for Autonomous Navigation
• Event-Driven Convolutional Neural Network Modular Accelerator
• Characterization of the susceptibility to cosmic radiation of wide bandgap power devices by radioactive sources and at cryogenic temperatures
• Design of an on-field adaptable pulse-processing unit for semicondutor radiation detectors
• Implementation of Computationally Efficient Scattering Mechanisms for Periodic Devices and 2D Materials
• Electrothermal characterization of van der Waals Heterostructures with a partial overlap
• Phase-change memory devices for emerging computing paradigms
• Finite element modeling of electrochemical random access memory
• Influence of the Initial Filament Geometry on the Forming Step in CBRAM.
• Nanoscale Hybrid III-V Plasmonic Laser for Low-Power Photonic ICs
• Design space exploration of InP Heterojunction Bipolar Transistors (DHBTs)
• Quantum transport in 2D heterostructures
• Implementation of the RISC-V Bit Manipulation (RVB) extensions for our RISC-V core
• Implementation of the RISC-V Bit Manipulation (RVB) extensions for our RI5CY core
• Design and Exploitation of a Test-Bench for Non-Destructive Characterization of the Susceptibility of Silicon Carbide (SiC) Power Devices to Cosmic Radiation
• Experimental Validation of Impact Ionization Models for TCAD Simulation by a Novel Characterization Technique
• Design and implementation of the front-end for a portable ionizing radiation detector
• Level Crossing ADC For a Many Channels Neural Recording Interface
• Cerebellum: Design of a Programmable Smart-Peripheral for the Ariane Core
• Application Specific Frequency Synthesizers (Analog/Digital PLLs)
• Monocular Vision-based Object Following on Nano-size Robotic Blimp
• A Waypoint-based Navigation System for Nano-Size UAVs in GPS-denied Environments
• Real-Time Implementation of Quantum State Identification using an FPGA
• Autonomous Sensors For Underwater Monitoring In Smart Navy Systems
• Variable Bit Precision Logic for Deep Learning and Artificial Intelligence
• Towards Online Training of CNNs: Hebbian-Based Deep Learning
• Embedded Audio Source Localization Exploiting Coincidence Detection in Asynchronous Spike Streams
• Development of a syringe label reader for the neurocritical care unit
• Smart Wearable System For Vital Sign Monitoring Exploiting On Board and Cloud Machine Learning
• Design of Charge-Pump PLL in 22nm for 5G communication applications
• PVT Dynamic Adaptation in PULPv3
• Linux Driver for fine-grain and low overhead access to on-chip performance counters
• Open Power-On Chip Controller Study and Integration
• Passive and Self Sustaining Receivers For On and Intra Body Communication For Wearable Sensors Networks
• A Wearable System To Control Phone And Electronic Device Without Hands
• Ultra Low Power Conversion Circuit For Batteryless Applications
• Using Motion Sensors to Support Indoor Localization
• Birds Long Term Monitoring With Ultra Low Power Wireless Sensor Node
• Development of an efficient algorithm for quantum transport codes
• Investigation of Metal Diffusion in Oxides for CBRAM Applications
• Investigation of Redox Processes in CBRAM
• Developing High Efficiency Batteries for Electric Cars
• Processing of 3D Micro-tomography data for Lithium Ion Batteries

Digital Design

• Spatz grows wings: Physical Implementation of a Vector-Powered Manycore System (2S)
• Creating a Free and Open-Source Verification Environment for Our New DMA Engine (1-3S/B)
• Extension and Evaluation of TinyDMA (1-2S/B/2-3G)
• Improving datarate and efficiency of ultra low power wearable ultrasound
• A Novel Execution Scheme for Ultra-tiny CNNs Aboard Nano-UAVs
• Battery indifferent wearable Ultrasound
• Wearable Ultrasound for Artery monitoring
• Ultrasound Doppler system development
• CLIC for the CVA6
• Exploring NAS spaces with C-BRED
• Bridging QuantLab with LPDNN
• Machine Learning for extracting Muscle features from Ultrasound raw data
• Improved Collision Avoidance for Nano-drones
• Autonomous Mapping with Nano-Drones UWB and Novel Depth Sensors
• Autonomous Obstacle Avoidance with Nano-Drones and Novel Depth Sensors
• New RVV 1.0 Vector Instructions for Ara
• Deep Learning-based Global Local Planner for Autonomous Nano-drones
• Ultra-wideband Concurrent Ranging
• Smart e-glasses for concealed recording of EEG signals
• Enhancing our DMA Engine with Fault Tolerance
• Development of a fingertip blood pressure sensor
• Fast Accelerator Context Switch for PULP
• Neural Architecture Search using Reinforcement Learning and Search Space Reduction
• Visualization of Neural Architecture Search Spaces
• Wireless EEG Acquisition and Processing
• Self Aware Epilepsy Monitoring
• Serverless Benchmarks on RISC-V (M)
• Peripheral Event Linking System for Real-time Capable Energy Efficient SoCs
• SCMI Support for Power Controller Subsystem
• Non-blocking Algorithms in Real-Time Operating Systems
• Counter-based Fast Power Estimation using FPGAs (M/1-3S)
• Integrating Hardware Accelerators into Snitch (1S)
• Flexfloat DL Training Framework
• Mixed-Precision Neural Networks for Brain-Computer Interface Applications
• Resource-Constrained Few-Shot Learning for Keyword Spotting (1S)
• Feature Extraction for Speech Recognition (1S)
• Probing the limits of fake-quantised neural networks
• EEG artifact detection with machine learning
• Design of Time-Encoded Spiking Neural Networks (IBM-Zurich)
• EEG artifact detection for epilepsy monitoring
• Exploration and Hardware Acceleration of Intra-Layer Mixed-Precision QNNs
• Fast Simulation of Manycore Systems (1S)
• Ternary Neural Networks for Face Recognition
• Training and Deploying Next-Generation Quantized Neural Networks on Microcontrollers
• Spiking Neural Network for Motor Function Decoding Based on Neural Dust
• Evaluating SoA Post-Training Quantization Algorithms
• Hardware/software codesign neural decoding algorithm for “neural dust”
• Automatic unplugging detection for Ultrasound probes
• Ibex: Tightly-Coupled Accelerators and ISA Extensions
• Huawei Research
• Securing Block Ciphers against SCA and SIFA
• Graph neural networks for epileptic seizure detection
• Wearables in Fashion
• Efficient TNN Inference on PULP Systems
• Bluetooth Low Energy receiver in 65nm CMOS
• RVfplib
• Exploring feature selection and classification algorithms for ultra-low-power closed-loop systems for epilepsy control
• Short Range Radars For Biomedical Application
• Smart Patch For Heath Care And Rehabilitation
• Autonomus Drones With Novel Sensors And Ultra Wide Band
• Evaluating memory access pattern specializations in OoO, server-grade cores (M)
• Evaluating An Ultra low Power Vision Node
• Mapping Networks on Reconfigurable Binary Engine Accelerator
• Probabilistic training algorithms for quantized neural networks
• Machine Learning on Ultrasound Images
• IP-Based SoC Generation and Configuration (1-3S/B)
• Outdoor Precision Object Tracking for Rockfall Experiments
• Efficient Search Design for Hyperdimensional Computing
• Coherence-Capable Write-Back L1 Data Cache for Ariane (M)
• PREM Runtime Scheduling Policies
• Smart Meters
• Knowledge Distillation for Embedded Machine Learning
• IBM Research
• RISC-V based Implementation of Secure Ranging According to IEEE 802.15.4z UWB
• Classification of Evoked Local-Field Potentials in Rat Barrel Cortex using Hyper-dimensional Computing
• Data Augmentation Techniques in Biosignal Classification
• Compression of iEEG Data
• BCI-controlled Drone
• Contrastive Learning for Self-supervised Clustering of iEEG Data for Epileptic Patients
• Nanoelectrode array biosensors - programmable non-overlapping clocks generator project
• Real-Time Motor-Imagery Classification Using Neuromorphic Processor
• Accurate deep learning inference using computational memory
• Deep neural networks for seizure detection
• Spiking Neural Network for Autonomous Navigation
• Event-Driven Convolutional Neural Network Modular Accelerator
• Pressure and acoustic Smart Sensors Network for Wind Turbines Monitoring
• Design Of A Biomarker Assay Based On Responsive Magnetic Nanoparticles
• High-throughput Embedded System For Neurotechnology in collaboration with INI
• Neuromorphic Intelligence In An Embedded System in Collaboration with AiCTX
• Adversarial Attacks Against Deep Neural Networks In Wearable Cameras
• Wearable Smart Camera With Deep Learning Algorithms For Automatic Detecion
• Visualizing Functional Microbubbles using Ultrasound Imaging
• Energy Efficient Smart Devices For Construction Building Maintenance Hilti Collaboration
• Extending the RISCV backend of LLVM to support PULP Extensions
• Compiler Profiling and Optimizing
• PREM Intervals and Loop Tiling
• Implementation of the RISC-V Bit Manipulation (RVB) extensions for our RISC-V core
• Implementation of the RISC-V Bit Manipulation (RVB) extensions for our RI5CY core
• Level Crossing ADC For a Many Channels Neural Recording Interface
• Scalable Heterogeneous L1 Memory Interconnect for Smart Accelerator Coupling in Ultra-Low Power Multicores
• Improving Cold-Start in Batteryless And Energy Harvesting Systems
• SmartRing
• Cerebellum: Design of a Programmable Smart-Peripheral for the Ariane Core
• Machine Learning-based Compressive Sensing Vehicle Location Tracking ASIC Design
• Digital Front End Design & Frequency Offset Estimation for V2X Communications
• High-Throughput Channel Coding & Decoding for V2X Communications
• High-Speed Channel Estimation & Tracking for V2X Communications
• PREM on PULP
• Edge Computing for Long-Term Wearable Biomedical Systems
• AMZ Driverless Competition Embedded Systems Projects
• Optogenetics And Game Theory Applied To Small Side Bird Using Smart Sensing
• Wireless Sensing With Long Range Comminication (LoRa)
• Indoor Smart Tracking of Hospital instrumentation
• A Wearable Wireless Kidney Function Monitoring System For BioMedical Applications
• Physics is looking for PULP
• Embedded Gesture Recognition Using Novel Mini Radar Sensors
• Contextual Intelligence on Resource-constraint Bluetooth LE IoT Devices
• An Industrial-grade Bluetooth LE Mesh Network Solution
• Enabling Standalone Operation for a Mobile Health Platform
• Design and Implementation of a multi-mode multi-master I2C peripheral
• Optimal System Duty Cycling for a Mobile Health Platform
• BLISS - Battery-Less Identification System for Security
• Monocular Vision-based Object Following on Nano-size Robotic Blimp
• A Waypoint-based Navigation System for Nano-Size UAVs in GPS-denied Environments
• Zero Power Touch Sensor and Reciever For Body Communication
• Wake Up Radio For Energy Efficient Communication System and IC Design
• A Wireless Sensor Network for HPC monitoring
• High Speed FPGA Trigger Logic for Particle Physics Experiments
• Low Power One bit Microphone for Acoustic Imaging Using A Parallel Processor
• Low Power Geolocalization And Indoor Localization
• Real-Time Implementation of Quantum State Identification using an FPGA
• Neural Networks Framwork for Embedded Plattforms
• Hyper Meccano: Acceleration of Hyperdimensional Computing
• Autonomous Sensors For Underwater Monitoring In Smart Navy Systems
• Resilient Brain-Inspired Hyperdimensional Computing Architectures
• Variable Bit Precision Logic for Deep Learning and Artificial Intelligence
• Autonomous Sensing For Trains In The IoT Era
• Smart Wearable System For Vital Sign Monitoring Exploiting On Board and Cloud Machine Learning
• Tiny CNNs for Ultra-Efficient Object Detection on PULP
• Single-Bit-Synapse Spiking Neural System-on-Chip
• OpenRISC SoC for Sensor Applications
• Desing and Implementation Of Long Lasting Key Finder With Bleetooth Low Energy
• Radio Signal Direction Detection For Smart Glasses For Augmented Reality Applications
• PVT Dynamic Adaptation in PULPv3
• Passive and Self Sustaining Receivers For On and Intra Body Communication For Wearable Sensors Networks
• A Wearable System To Control Phone And Electronic Device Without Hands
• Towards The Integration of E-skin into Prosthetic Devices
• Ultra Low Power Conversion Circuit For Batteryless Applications
• Towards Self Sustainable UAVs
• Using Motion Sensors to Support Indoor Localization
• Low Power Neural Network For Multi Sensors Wearable Devices
• Bateryless Heart Rate Monitoring
• Birds Long Term Monitoring With Ultra Low Power Wireless Sensor Node
• Covariant Feature Detector on Parallel Ultra Low Power Architecture
• Ultra-Efficient Visual Classification on Movidius Myriad2
• Kinetic Energy Harvesting For Autonomous Smart Watches
• A Wearable System for long term monitoring of human physiological parameters with E skin sensors
• Autonomous Smart Watches: Toward an ultra low power microphone detector with events classification
• Autonomous Smart Watches: Hardware and Software Desing
• A Wireless Sensor Network for a Smart LED Lighting control
• Compressed Sensing vs JPEG
• Ultra-High-Efficiency Power Supply Management for Ultra-Low-Power Systems on Chip
• Real-Time Pedestrian Detection For Privacy Enhancement
• Thermal Control of Mobile Devices
• Android reliability governor
• Infrared Wake Up Radio
• Ambient RF Energy harvesting for Wireless Sensor Network
• Hardware Support for IDE in Multicore Environment
• Audio DAC Conversion Jitter Measurement System
• Hybrid Analog/Digital Leveling Loop for Very-Low-Distortion Oscillator
• Wiederverwendung (reuse) ganzer Funktionsblöcke beim VLSI-Entwurf
• Praxisgerechte Berechnung von Switching Noise in VLSI-Schaltungen
• Ultra Low Power Wake Up Radio for Wireless Sensor Network
• Variability Tolerant Ultra Low Power Cluster

Analog Design

• Development of a fingertip blood pressure sensor
• Analog building blocks for mmWave manipulation
• A mmWave Voltage-Controlled-Oscillator (VCO) for beyond 5G applications
• Bluetooth Low Energy network with optimized data throughput
• Bluetooth Low Energy receiver in 65nm CMOS
• Charge-Pump PLL with ring-oscillator based VCO in 65nm CMOS
• Bandgap voltage reference in 65nm CMOS
• Event-Driven Convolutional Neural Network Modular Accelerator
• Level Crossing ADC For a Many Channels Neural Recording Interface
• Enabling Standalone Operation for a Mobile Health Platform
• Design and Implementation of a multi-mode multi-master I2C peripheral
• Optimal System Duty Cycling for a Mobile Health Platform
• 5G Cellular RF Front-end Design in 22nm CMOS Technology
• Design of Charge-Pump PLL in 22nm for 5G communication applications
• Android Software Design

Nano Electronics

• Developing High Efficiency Batteries for Electric Cars
• Processing of 3D Micro-tomography data for Lithium Ion Batteries
• Assessment of novel photovoltaic architectures by circuit simulation

Nano-TCAD

• Quantum Transport Modeling of Interband Cascade Lasers (ICL)
• Every individual on the planet should have a real chance to obtain personalized medical therapy
• Unconventional phase change memory device concepts for in-memory and neuromorphic computin
• Integrated silicon photonic structures-Lumiphase
• Ferroelectric Memristors for Artificial Neural Networks (IBM-Zurich)
• Characterization techniques for silicon photonics-Lumiphase
• Implementation of Computationally Efficient Scattering Mechanisms for Periodic Devices and 2D Materials
• Electrothermal characterization of van der Waals Heterostructures with a partial overlap
• Phase-change memory devices for emerging computing paradigms
• Finite element modeling of electrochemical random access memory
• Influence of the Initial Filament Geometry on the Forming Step in CBRAM.
• Nanoscale Hybrid III-V Plasmonic Laser for Low-Power Photonic ICs
• Design space exploration of InP Heterojunction Bipolar Transistors (DHBTs)
• Quantum transport in 2D heterostructures
• Development of an efficient algorithm for quantum transport codes
• Investigation of Metal Diffusion in Oxides for CBRAM Applications
• Investigation of Redox Processes in CBRAM

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