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| + | ===Smart Sensor Design=== | ||
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| + | ===2016=== | ||
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Revision as of 17:21, 7 August 2017
Projects that are part of the Digital Circuits and Systems group
Available Projects
We are still looking for students/partners to work on the following projects
HOT Topics
- Benchmarking RISC-V-based Accelerator Cards for Inference (multiple SA)
- Benchmarking a RISC-V-based Server on LLMs/Foundation Models (SA or MA)
- On-Device Learnable Embeddings for Acoustic Environments
- On-Device Federated Continual Learning on Nano-Drone Swarms
- Extreme-Edge Experience Replay for Keyword Spotting
- GPT on the edge
- Exploratory Development of a Unified Foundational Model for Multi Biosignal Analysis
- Deep Learning Based Anomaly Detection in ECG Signals Using Foundation Models
- Pretraining Foundational Models for EEG Signal Analysis Using Open Source Large Scale Datasets
- EEG-based drowsiness detection
- In-ear EEG signal acquisition
- EEG earbud
- NeuroSoC RISC-V Component (M/1-2S)
- Realtime Gaze Tracking on Siracusa
- System Emulation for AR and VR devices
- Learning at the Edge with Hardware-Aware Algorithms
- Advanced EEG glasses
- Softmax for Transformers (M/1-2S)
- Testbed Design for Self-sustainable IoT Sensors
- Towards Flexible and Printable Wearables
- Modular Distributed Data Collection Platform
- Object Detection and Tracking on the Edge
- Design of a Low Power Smart Sensing Multi-modal Vision Platform
- Design of a High-performance Hybrid PTZ for Multimodal Vision Systems
- Energy Efficient Serial Link
- Audio Visual Speech Separation and Recognition (1S/1M)
- Predict eye movement through brain activity
- Design of a Reconfigurable Vector Processor Cluster for Area Efficient Radar Processing (1M)
- Benchmarking a heterogeneous 217-core MPSoC on HPC applications (M/1-3S)
- Integration Of A Smart Vision System
- Event-based navigation on autonomous nano-drones
- A Novel Execution Scheme for Ultra-tiny CNNs Aboard Nano-UAVs
- Improved Collision Avoidance for Nano-drones
- Deep Learning-based Global Local Planner for Autonomous Nano-drones
- Fast Accelerator Context Switch for PULP
- Visualization of Neural Architecture Search Spaces
- Self Aware Epilepsy Monitoring
- Non-blocking Algorithms in Real-Time Operating Systems
- EEG artifact detection with machine learning
- Design of Time-Encoded Spiking Neural Networks (IBM-Zurich)
- EEG artifact detection for epilepsy monitoring
- Fast Simulation of Manycore Systems (1S)
- Training and Deploying Next-Generation Quantized Neural Networks on Microcontrollers
- Spiking Neural Network for Motor Function Decoding Based on Neural Dust
- Hardware/software codesign neural decoding algorithm for “neural dust”
- Huawei Research
- IBM Research
- RISC-V based Implementation of Secure Ranging According to IEEE 802.15.4z UWB
- BCI-controlled Drone
- Spiking Neural Network for Autonomous Navigation
- Event-Driven Convolutional Neural Network Modular Accelerator
- 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
- Cerebellum: Design of a Programmable Smart-Peripheral for the Ariane Core
- 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
- Smart Wearable System For Vital Sign Monitoring Exploiting On Board and Cloud Machine Learning
- 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
- 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
Neural Processing
ASIC Design
- RISC-V based Implementation of Secure Ranging According to IEEE 802.15.4z UWB
- Spiking Neural Network for Autonomous Navigation
- Event-Driven Convolutional Neural Network Modular Accelerator
- Level Crossing ADC For a Many Channels Neural Recording Interface
- Scalable Heterogeneous L1 Memory Interconnect for Smart Accelerator Coupling in Ultra-Low Power Multicores
- Cerebellum: Design of a Programmable Smart-Peripheral for the Ariane Core
- Resilient Brain-Inspired Hyperdimensional Computing Architectures
- Variable Bit Precision Logic for Deep Learning and Artificial Intelligence
- Single-Bit-Synapse Spiking Neural System-on-Chip
FPGA Design
- Evaluating The Use of Snitch In The PsPIN RISC-V In-network Accelerator (M)
- A FPGA-based data streaming system that enables real-time monitoring of cell culture and neuroactivities
- Physics is looking for PULP
- High Speed FPGA Trigger Logic for Particle Physics Experiments
- Real-Time Implementation of Quantum State Identification using an FPGA
- Resilient Brain-Inspired Hyperdimensional Computing Architectures
- Compressed Sensing vs JPEG
Smart Sensor Design
- GPT on the edge
- Exploratory Development of a Unified Foundational Model for Multi Biosignal Analysis
- Deep Learning Based Anomaly Detection in ECG Signals Using Foundation Models
- Pretraining Foundational Models for EEG Signal Analysis Using Open Source Large Scale Datasets
- EEG-based drowsiness detection
- In-ear EEG signal acquisition
- EEG earbud
- Advanced EEG glasses
- Skin Coupling Media Characterization For Fitness Tracker Applications (1 B/S)
- Integrating Ultrasound Technology into a Fitness Tracking Device (1M, 2 B/S)
- Testbed Design for Self-sustainable IoT Sensors
- Towards Flexible and Printable Wearables
- Modular Distributed Data Collection Platform
- Smart Goggles for Visual In-Action Feedback in Ski Jumping (1 M 1-2B/S)
- Wireless In Action Data Streaming in Ski Jumping (1 B/S)
- Object Detection and Tracking on the Edge
- Design of a Low Power Smart Sensing Multi-modal Vision Platform
- Design of a High-performance Hybrid PTZ for Multimodal Vision Systems
- BirdGuard
- ML based Quantitative Movement Analysis on a Portable IoT Camera (1-2S/B)
- Multisensory system for performance analysis in ski jumping (M/1-2S/B)
- Predict eye movement through brain activity
- Design of combined Ultrasound and PPG systems
- Improving datarate and efficiency of ultra low power wearable ultrasound
- Battery indifferent wearable Ultrasound
- Wearable Ultrasound for Artery monitoring
- Automatic unplugging detection for Ultrasound probes
- Short Range Radars For Biomedical Application
- Smart Patch For Heath Care And Rehabilitation
- Autonomus Drones With Novel Sensors And Ultra Wide Band
- BCI-controlled Drone
- 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
- Energy Efficient Smart Devices For Construction Building Maintenance Hilti Collaboration
- Improving Cold-Start in Batteryless And Energy Harvesting Systems
- Edge Computing for Long-Term Wearable Biomedical Systems
- 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
- 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
- BLISS - Battery-Less Identification System for Security
- 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
- Low Power One bit Microphone for Acoustic Imaging Using A Parallel Processor
- Low Power Geolocalization And Indoor Localization
- Autonomous Sensors For Underwater Monitoring In Smart Navy Systems
- Smart Wearable System For Vital Sign Monitoring Exploiting On Board and Cloud Machine Learning
- Radio Signal Direction Detection For Smart Glasses For Augmented Reality Applications
- A Wearable System To Control Phone And Electronic Device Without Hands
- Towards The Integration of E-skin into Prosthetic Devices
- Using Motion Sensors to Support Indoor Localization
- Low Power Neural Network For Multi Sensors Wearable Devices
- Kinetic Energy Harvesting For Autonomous Smart Watches
System Design
- GPT on the edge
- Testbed Design for Self-sustainable IoT Sensors
- Towards Flexible and Printable Wearables
- Modular Distributed Data Collection Platform
- Object Detection and Tracking on the Edge
- Design of a Low Power Smart Sensing Multi-modal Vision Platform
- Design of a High-performance Hybrid PTZ for Multimodal Vision Systems
- Design of combined Ultrasound and PPG systems
- Battery indifferent wearable Ultrasound
- Wearable Ultrasound for Artery monitoring
- Automatic unplugging detection for Ultrasound probes
- Short Range Radars For Biomedical Application
- Smart Patch For Heath Care And Rehabilitation
- Autonomus Drones With Novel Sensors And Ultra Wide Band
- Machine Learning on Ultrasound Images
- 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
- Improving Cold-Start in Batteryless And Energy Harvesting Systems
- Edge Computing for Long-Term Wearable Biomedical Systems
- 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
- 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
- Autonomous Sensors For Underwater Monitoring In Smart Navy Systems
- Smart Wearable System For Vital Sign Monitoring Exploiting On Board and Cloud Machine Learning
- 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
- Ultra-Efficient Visual Classification on Movidius Myriad2
- 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
- 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
- Ultra Low Power Wake Up Radio for Wireless Sensor Network
System Software Development
- Event-based navigation on autonomous nano-drones
- A Novel Execution Scheme for Ultra-tiny CNNs Aboard Nano-UAVs
- Improved Collision Avoidance for Nano-drones
- Deep Learning-based Global Local Planner for Autonomous Nano-drones
- Monocular Vision-based Object Following on Nano-size Robotic Blimp
- A Waypoint-based Navigation System for Nano-Size UAVs in GPS-denied Environments
- A Wireless Sensor Network for HPC monitoring
- Towards Online Training of CNNs: Hebbian-Based Deep Learning
- Embedded Audio Source Localization Exploiting Coincidence Detection in Asynchronous Spike Streams
- Linux Driver for fine-grain and low overhead access to on-chip performance counters
- Open Power-On Chip Controller Study and Integration
- Control an external ADC using Programmable Real-Time Unit (PRU) Subsystem on Beaglebone Black used as embedded HPC-performance-monitoring device
- Covariant Feature Detector on Parallel Ultra Low Power Architecture
Processor Design
- Implementation of the RISC-V Bit Manipulation (RVB) extensions for our RISC-V core
- Cerebellum: Design of a Programmable Smart-Peripheral for the Ariane Core
Cryptography
Telecommunication Circuits
Others
- Benchmarking RISC-V-based Accelerator Cards for Inference (multiple SA)
- Benchmarking a RISC-V-based Server on LLMs/Foundation Models (SA or MA)
- On-Device Learnable Embeddings for Acoustic Environments
- On-Device Federated Continual Learning on Nano-Drone Swarms
- Extending our FPU with Internal High-Precision Accumulation (M)
- Extreme-Edge Experience Replay for Keyword Spotting
- Low Precision Ara for ML
- Extending the HERO RISC-V HPC stack to support multiple devices on heterogeneous SoCs (M/1-3S)
- FPGA mapping of RPC DRAM
- Exploratory Development of a Unified Foundational Model for Multi Biosignal Analysis
- Deep Learning Based Anomaly Detection in ECG Signals Using Foundation Models
- Pretraining Foundational Models for EEG Signal Analysis Using Open Source Large Scale Datasets
- Modeling FlooNoC in GVSoC (S/M)
- Advanced Data Movers for Modern Neural Networks
- Designing a Fault-Tolerant On-Chip Interconnect (1-2S/M)
- Hardware Exploration of Shared-Exponent MiniFloats (M)
- Scaleout Study on Interleaved Memory Transfers in Huge Manycore Systems with Multiple HBM Channels (M/1-3S)
- Creating an At-memory Low-overhead Bufferless Matrix Transposition Accelerator (1-3S/B)
- Advanced Physical Design: Reinforcement Learning for Macro Placement and Mix-Placer (B/1-2S)
- Vector-based Parallel Programming Optimization of Communication Algorithm (1-2S/B)
- EEG-based drowsiness detection
- In-ear EEG signal acquisition
- EEG earbud
- NeuroSoC RISC-V Component (M/1-2S)
- Scan Chain Fault Injection in a PULP SoC (1S)
- Routing 1000s of wires in Network-on-Chips (1-2S/M)
- Network-on-Chip for coherent and non-coherent traffic (M)
- Realtime Gaze Tracking on Siracusa
- Development Of An FPGA-Based Optoacoustic Image Reconstruction Platform for Clinical Applications
- Ultrasound measurement of microbubble stiffness for in situ detection of protease activity in clinical settings
- System Emulation for AR and VR devices
- Learning at the Edge with Hardware-Aware Algorithms
- Advanced EEG glasses
- Softmax for Transformers (M/1-2S)
- Skin Coupling Media Characterization For Fitness Tracker Applications (1 B/S)
- Integrating Ultrasound Technology into a Fitness Tracking Device (1M, 2 B/S)
- Cycle-Accurate Event-Based Simulation of Snitch Core
- Smart Goggles for Visual In-Action Feedback in Ski Jumping (1 M 1-2B/S)
- Wireless In Action Data Streaming in Ski Jumping (1 B/S)
- Energy Efficient AXI Interface to Serial Link Physical Layer
- Energy Efficient Serial Link
- Adaptively Controlled Polarization And Hysteresis Curve Tracing For Polymer Piezoelectrics (1 S/B)
- Development Of A Test Bed For Ultrasonic Transducer Characterization (1 S/B)
- BirdGuard
- ML based Quantitative Movement Analysis on a Portable IoT Camera (1-2S/B)
- Multisensory system for performance analysis in ski jumping (M/1-2S/B)
- Audio Visual Speech Separation and Recognition (1S/1M)
- Predict eye movement through brain activity
- Design of a Reconfigurable Vector Processor Cluster for Area Efficient Radar Processing (1M)
- Implementation of a Coherent Application-Class Multicore System (1-2S)
- Resource Partitioning of RPC DRAM
- Finalizing and Releasing Our Open-source AXI4 IPs (1-3S/B/2-3G)
- Towards a High-performance Open-source Verification Suite for AXI-based Systems (M/1-3S/B)
- All the flavours of FFT on MemPool (1-2S/B)
- Approximate Matrix Multiplication based Hardware Accelerator to achieve the next 10x in Energy Efficiency: Full System Intregration
- Ultrasound image data recycler
- Benchmarking a heterogeneous 217-core MPSoC on HPC applications (M/1-3S)
- Extended Verification for Ara
- Accelerating Stencil Workloads on Snitch using ISSRs (1-2S/B)
- An Efficient Compiler Backend for Snitch (1S/B)
- PULP Freertos with LLVM
- Integration Of A Smart Vision System
- Towards Formal Verification of the iDMA Engine (1-3S/B)
- Event-based navigation on autonomous nano-drones
- Improving datarate and efficiency of ultra low power wearable ultrasound
- A Novel Execution Scheme for Ultra-tiny CNNs Aboard Nano-UAVs
- 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
- Deep Learning-based Global Local Planner for Autonomous Nano-drones
- Ultra-wideband Concurrent Ranging
- Enhancing our DMA Engine with Fault Tolerance
- Fast Accelerator Context Switch for PULP
- Visualization of Neural Architecture Search Spaces
- Self Aware Epilepsy Monitoring
- Serverless Benchmarks on RISC-V (M)
- Non-blocking Algorithms in Real-Time Operating Systems
- EEG artifact detection with machine learning
- Design of Time-Encoded Spiking Neural Networks (IBM-Zurich)
- EEG artifact detection for epilepsy monitoring
- Fast Simulation of Manycore Systems (1S)
- Training and Deploying Next-Generation Quantized Neural Networks on Microcontrollers
- Spiking Neural Network for Motor Function Decoding Based on Neural Dust
- Hardware/software codesign neural decoding algorithm for “neural dust”
- Ibex: Tightly-Coupled Accelerators and ISA Extensions
- Huawei Research
- RVfplib
- Exploring feature selection and classification algorithms for ultra-low-power closed-loop systems for epilepsy control
- Evaluating memory access pattern specializations in OoO, server-grade cores (M)
- IP-Based SoC Generation and Configuration (1-3S/B)
- Efficient Search Design for Hyperdimensional Computing
- PREM Runtime Scheduling Policies
- IBM Research
- BCI-controlled Drone
- Nanoelectrode array biosensors - programmable non-overlapping clocks generator project
- Accurate deep learning inference using computational memory
- 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 RI5CY core
- PREM on PULP
- AMZ Driverless Competition Embedded Systems Projects
- 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
- Hyper Meccano: Acceleration of Hyperdimensional Computing
- Tiny CNNs for Ultra-Efficient Object Detection on PULP
- OpenRISC SoC for Sensor Applications
- Covariant Feature Detector on Parallel Ultra Low Power Architecture
- Kinetic Energy Harvesting For Autonomous Smart Watches
- 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
- Variability Tolerant Ultra Low Power Cluster
Active Projects
These are the projects that are currently active
- ASR-Waveformer
- GDBTrace: A Post-Simulation Trace-Based RISC-V GDB Debugging Server (1S)
- A RISC-V ISA Extension for Scalar Chaining in Snitch (M)
- Designing a Scalable Miniature I/O DMA (1-2B/1-3S/M)
- Fault-Tolerant Floating-Point Units (M)
- Creating a Free and Open-Source Verification Environment for Our New DMA Engine (1-3S/B)
- Implementation of a Cache Reliability Mechanism (1S/M)
- Efficient collective communications in FlooNoC (1M)
- On-Board Software for PULP on a Satellite
- A RISC-V fault-tolerant many-core accelerator for 5G Non-Terrestrial Networks (1-2S/B)
- Zephyr RTOS on PULP
- Investigation of Quantization Strategies for Retentive Networks (1S)
- Streaming Layer Normalization in ITA (M/1-2S)
- Physical Implementation of ITA (2S)
- 3D Matrix Multiplication Unit for ITA (1S)
- Virtual Memory Ara
- New RVV 1.0 Vector Instructions for Ara
- Big Data Analytics Benchmarks for Ara
- Creating A Technology-independent USB1.0 Host Implementation Targetting ASICSs (1-3S/B)
- Runtime partitioning of L1 memory in Mempool (M)
- Vector-based Manycore HPC Cluster Exploration for 5G Communication Algorithm (1-2M)
- Radiation Testing of a PULP ASIC
- Ultrasound Doppler system development
- On - Device Continual Learning for Seizure Detection on GAP9
- Ultrasound-EMG combined hand gesture recognition
- A RISC-V ISA Extension for Pseudo Dual-Issue Monte Carlo in Snitch (1M/2S)
- Accelerating Matrix Multiplication on a 216-core MPSoC (1M)
- Ternary Neural Networks for Face Recognition
- Coherence-Capable Write-Back L1 Data Cache for Ariane (M)
- Efficient TNN compression
- Event-Driven Vision on an embedded platform
- ASIC Development of 5G-NR LDPC Decoder
- Channel Estimation for 5G Cellular IoT and Fast Fading Channels
- An all Standard-Cell Based Energy Efficient HW Accelerator for DSP and Deep Learning Applications
Completed Projects
These are projects that were completed in the last few years
2017
- A computational memory unit using phase-change memory devices
- Deep Learning for Brain-Computer Interface
- Low-Energy Cluster-Coupled Vector Coprocessor for Special-Purpose PULP Acceleration
- Turbo Equalization for Cellular IoT
- Sensor Fusion for Rockfall Sensor Node
- Development of a Rockfall Sensor Node
- FPGA Optimizations of Dense Binary Hyperdimensional Computing
- Fast and Accurate Multiclass Inference for Brain–Computer Interfaces
- A Wireless Sensor Network for a Smart Building Monitor and Control
- BigPULP: Multicluster Synchronization Extensions
- Sub Noise Floor Channel Estimation for the Cellular Internet of Things
- PULPonFPGA: Lightweight Virtual Memory Support - Page Table Walker
- StoneEDGE: An EC-GSM-IoT and Evolved EDGE PHY ASIC
2016
- A Recurrent Neural Network Speech Recognition Chip
- Efficient NB-IoT Uplink Design
- Internet of Things Network Synchronizer
- Accelerator for Boosted Binary Features
- Accelerator for Spatio-Temporal Video Filtering
- Interfacing PULP with a Brain-Inspired Ultra-Low Power Spiking Cochlea
- Design and Implementation of Digital Spiking Neurons for Ultra-Low-Power In-Cluster Coprocessors
- System Analysis and VLSI Design of NB-IoT Baseband Processing
- High-speed Scene Labeling on FPGA
- Learning Image Decompression with Convolutional Networks
- FPGA System Design for Computer Vision with Convolutional Neural Networks
- PULPonFPGA: Lightweight Virtual Memory Support - Multi-Level TLB
- Implementing Hibernation on the ARM Cortex M0
- High-Throughput Hardware Implementations of Authenticated Encryption Algorithms
- Spatio-Temporal Video Filtering
- PULPonFPGA: Lightweight Virtual Memory Support - Coherency Extensions
2015
- Hardware Accelerated Derivative Pricing
- Glitches Reduce Listening Time of Your iPod
- FFT-based Convolutional Network Accelerator
- Real-Time Optical Flow Using Neural Networks
- EvaLTE: A 2G/3G/4G Cellular Transceiver FMC
- Synchronisation and Cyclic Prefix Handling For LTE Testbed
- An FPGA-Based Testbed for 3G Mobile Communications Receivers
- Reading The GSM Beacon Carrier with OsmocomBB and stoneEDGE
- Baseband Meets CPU
- Active-Set QP Solver on FPGA
- Vector Processor for In-Memory Computing
- StoneEDGE: An EC-GSM-IoT and Evolved EDGE PHY ASIC
- Hardware/software co-programming on the Parallella platform
- Design and VLSI Implementation of a Constrained-Viterbi Algorithm Equalizer for 3GPP TD-HSPA
- Time and Frequency Synchronization in LTE Cat-0 Devices
- Real-Time Stereo to Multiview Conversion
2014
- EvalEDGE: A 2G Cellular Transceiver FMC
- Real-Time Stereo to Multiview Conversion
- Design and Implementation of a Convolutional Neural Network Accelerator ASIC
- Design and Implementation of an Approximate Floating Point Unit
2013
- RazorEDGE: An Evolved EDGE DBB ASIC
- Real-Time Stereo to Multiview Conversion
- NORX - an AEAD algorithm for the CAESAR competition
- A Unified-Multiplier Based Hardware Architecture for Elliptic Curve Cryptography
- SHAre - An application Specific Instruction Set Processor for SHA-2/3
- Quantum Key Secured 100 Gbit/s Payload Encryption and its High-Speed Network Interfaces
- Feature Extraction with Binarized Descriptors: ASIC Implementation and FPGA Environment
- Real-time View Synthesis using Image Domain Warping
- Ultra-low power processor design
2012
- A Multiview Synthesis Core in 65 nm CMOS
- Real-time View Synthesis using Image Domain Warping
- High-Throughput Authenticated Encryption Architectures based on Block Ciphers
