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• High-speed Scene Labeling on FPGA
  * project report (in digital form; a hard copy also welcome, but not necessary) * two not-yet-published papers by our group on acceleration of ConvNets
  8 KB (1,197 words) - 18:18, 29 August 2016
• Time Synchronization for 3G Mobile Communications
  ...e phone and the base station is no trivial task. Initially the mobile does not know anything about the base-station. It does not know when the different frames start, what cells are around and which synch
  3 KB (420 words) - 11:22, 14 April 2016
• Autonomous Sensing For Trains In The IoT Era
  (''not all need to be met'' by the single candidate) ...ioning with operational amplifiers: amplifiers, filters, integrators etc. (not mandatory)
  6 KB (774 words) - 08:36, 23 November 2022
• Switched Capacitor Based Bandgap-Reference
  ...sult in a temperature independent voltage of about 1.2V. Such a voltage is not compliant with modern CMOS processes that have supply voltages below 1V. En [[Category:Available]]
  4 KB (471 words) - 11:13, 3 May 2018
• EvalEDGE: A 2G Cellular Transceiver FMC
  ...1.0. However, it has been superseded by the [[evaLTE]] board, which offers not only 2G but also 3G and 4G transceiver functionality.
  2 KB (289 words) - 17:10, 17 December 2015
• Autonomous Smart Watches: Toward an ultra low power microphone detector with events classification
  ...ect will be implement and evaluate a complete neural network using already available framework to achieve context recognition. The idea behind this project woul ===Status: Available ===
  4 KB (507 words) - 12:11, 16 February 2016
• Low Power Neural Network For Multi Sensors Wearable Devices
  ...g. sampling frequency) sufficient for the particular application, in order not to miss the event. However, the rate of occurrence of the event of interes ===Status: Available ===
  7 KB (895 words) - 17:02, 28 July 2017
• David J. Mack
  ==Available Projects== category = Available
  2 KB (310 words) - 17:41, 31 August 2016
• Improving our Smart Camera System
  * project report (in digital form; a hard copy also welcome, but not necessary) * two not-yet-published papers by our group on acceleration of ConvNets
  8 KB (1,176 words) - 16:26, 30 October 2020
• Eye tracking
  ...n connected to a contact lens made of plaster-of-Paris. Obviously, this is not the most pleasant recording technique since it affects the eye and its move
  1 KB (146 words) - 17:43, 31 August 2016
• Beat DigRF
  ...good candidates for the communication interface. Whenever a power plug is not an option ultra long battery life is a key requirement. And, as the number ...at the institute in the [[stoneEDGE]] project. It combines a commercially available RF IC from ACP AG [1] and Digital Baseband (DBB) developed at the institute
  2 KB (299 words) - 17:58, 14 April 2016
• Kinetic Energy Harvesting For Autonomous Smart Watches
  ===Status: Available === (''not all need to be met'' by the single candidate)
  3 KB (388 words) - 11:06, 12 July 2017
• Ultra-Efficient Visual Classification on Movidius Myriad2
  ...rs and 9 billions of operations on a VGA image. The goal of the project is not only to have this state-of-the-art deep network running on a low-power embe [[Category:Available]]
  4 KB (593 words) - 14:57, 30 November 2016
• Design of State Retentive Flip-Flops
  ...ting is a well-established method to save power in circuit parts currently not in use in a system on chip (SoC). In contrast to clock gating, where the cl ...rator with no relevant information to be retained between two calls, it is not acceptable for an entire processor core idling, for example while waiting f
  2 KB (364 words) - 09:34, 25 July 2017
• Standard Cell Compatible Memory Array Design
  ...hat this project can deliver the most efficient ''small memory'' generator available to us, and beat the performance of what we can achieve with standard SRAM g * Familiarity with transistor level design is a plus, but is not necessary (i.e AIC)
  5 KB (769 words) - 15:54, 23 May 2018
• Learning Image Decompression with Convolutional Networks
  ...ce aspect of this application is that the usually limited training data is not an issue, since randomly acquired images our the internet can be used to tr ===Status: {Available, Reserved, In Progress, Completed}===
  2 KB (285 words) - 18:16, 29 August 2016
• Internet of Things Network Synchronizer
  ...vel lies above the noise level (10 dB SNR or higher). Lower SNR ranges are not interesting for normal communication. With the introduction of EC-GSM-IoT, ...um time to synchronize (successfully decode EC-SCH data) is 2 s. This does not mean that requirements R1a and R1b need to be met after 2 s, it only means
  4 KB (582 words) - 20:00, 26 September 2017
• Covariant Feature Detector on Parallel Ultra Low Power Architecture
  ...]] [[Category:Software]] [[Category:Digital]] [[Category:PULP]] [[Category:Available]] [[Category:Semester Thesis]] [[Category:Dpalossi]] The goal of the project is not only to achieve good performance in term of execution time, but also to fin
  4 KB (628 words) - 16:16, 20 February 2018
• Bateryless Heart Rate Monitoring
  ...city. In some cases, due to very restrictive form factors, batteries might not even be a design option. In these scenarios, small energy harvesters can be ===Status: Available ===
  3 KB (413 words) - 15:21, 28 January 2016
• Change-based Evaluation of Convolutional Neural Networks
  * project report (in digital form; a hard copy also welcome, but not necessary) * two not-yet-published papers by our group on acceleration of ConvNets
  5 KB (747 words) - 18:04, 29 August 2016
• Rethinking our Convolutional Network Accelerator Architecture
  ===Status: Not Available=== [[Category:Digital]] [[Category:FPGA]] [[Category:ASIC]] [[Category:Not available]] [[Category:Semester Thesis]] [[Category:Master Thesis]]
  9 KB (1,263 words) - 18:52, 12 December 2016
• Design of a VLIW processor architecture based on RISC-V
  ...e cores are based on an in-order, 4 stage 32b pipeline. However, RISC-V is not only proposing 32b instructions, but also 16b(so-called compressed instruct
  3 KB (377 words) - 10:25, 5 November 2019
• Minimal Cost RISC-V core
  A simple micro-controller on the other hand, does not need the full support of all the extensions. Instead minimal hardware costs
  3 KB (384 words) - 17:24, 21 August 2019
• Matthias Korb
  ==Available Projects== category = Available
  698 bytes (85 words) - 14:17, 5 April 2022
• Fast Wakeup From Deep Sleep State
  Most of the applications do not need an always-on system and often implement aggressive duty cycling to min ===Status: Available ===
  2 KB (236 words) - 08:35, 20 January 2021
• Implementation of a NB-IoT Positioning System
  ...mpletely fails. Furthermore, GNSS receivers are very power-hungry which is not suitable for most of IoT applications. The 3GPP consortium responds to this ...orithm. The next task will be the integration of the UE algorithm into the available NB-IoT-baseband implementation. This step includes a hardware-software co-d
  4 KB (555 words) - 16:36, 23 May 2018
• Design of a Fused Multiply Add Floating Point Unit
  ...gy efficient implementation because ''floating point'' (FP)-operations are not always used which means they remain idle for lots of cycles. Sharing FPUs ===Status: Available ===
  2 KB (346 words) - 10:26, 5 November 2019
• PULPonFPGA: Lightweight Virtual Memory Support - Page Table Walker
  : Experience with Linux kernel-level driver development is of advantage, but not strictly required. [[Category:Available]]
  5 KB (712 words) - 17:57, 7 November 2017
• PULPonFPGA: Lightweight Virtual Memory Support - Physically Contiguous Memory
  ===Status: Not Available === ...development and GNU Compiler Collection (GCC) hacking is of advantage, but not strictly required.
  6 KB (866 words) - 13:43, 29 November 2019
• Self-Learning Drones based on Neural Networks
  * project report (in digital form; a hard copy also welcome, but not necessary)
  6 KB (828 words) - 16:26, 20 February 2018
• Towards The Integration of E-skin into Prosthetic Devices
  ===Status: Available === (''not all need to be met'' by the single candidate)
  4 KB (631 words) - 11:39, 21 July 2017
• A Wearable System To Control Phone And Electronic Device Without Hands
  ===Status: Available === (''not all need to be met'' by the single candidate)
  5 KB (669 words) - 17:22, 31 January 2018
• Passive and Self Sustaining Receivers For On and Intra Body Communication For Wearable Sensors Networks
  ...devices are using today a Bluetooth interface to communicate, but this is not the optimal solution as also the new generation of low energy bluetooth are ===Status: Available ===
  4 KB (576 words) - 16:58, 28 July 2017
• LightProbe - Frontend Firmware and Control Side Channel
  ...orms, which are later emitted into the tissue for imaging. The special ADC not only converts the received echos from the analog domain into the digital do Configuring and controlling such a frontend properly is not a trivial task.
  3 KB (458 words) - 20:51, 12 November 2020
• Learning Image Compression with Convolutional Networks
  ...ce aspect of this application is that the usually limited training data is not an issue, since randomly acquired images our the internet can be used to tr ===Status: {Available, Reserved, In Progress, Completed}===
  3 KB (362 words) - 16:25, 30 October 2020
• Bringing XNOR-nets (ConvNets) to Silicon
  * project report (in digital form; a hard copy also welcome, but not necessary) [[Category:Available]]
  10 KB (1,357 words) - 16:25, 30 October 2020
• Linux Driver for fine-grain and low overhead access to on-chip performance counters
  [[Category:Software]] [[Category:Available]] [[Category:Hot]] [[Category:Semester Thesis]] [[Category:2016]] [[Categor ...ethods. However, this is only used to interface with external monitors and not with the internal per-core architectural performance counters.
  3 KB (417 words) - 15:55, 9 September 2016
• Ultra Low-Power Oscillator
  ...often achieved by heavy duty-cycling of operation, i.e. everything that is not needed for a particular operating state is switched off. This puts a big pr ===Status: Available ===
  2 KB (368 words) - 18:58, 19 December 2016
• High performance continous-time Delta-Sigma ADC for biomedical applications
  ...ome small and wearable with the requirement of low power consumption while not degrading performance. As the frequency range of physiological signals is l [[Category:Available]]
  3 KB (375 words) - 17:46, 2 May 2017
• High performance continuous-time Delta-Sigma ADC for magnetic resonance imaging
  ...nuous-time, RC based structures, because they offer implicit filtering, do not need as much buffering in front and can be realized with less power consump [[Category:Available]]
  3 KB (358 words) - 11:40, 20 August 2021
• Radio Signal Direction Detection For Smart Glasses For Augmented Reality Applications
  is resource intensive and may not work indoor. An innovative approach theoretically, does not necessitate of the same amount of data and
  4 KB (609 words) - 11:38, 21 July 2017
• High Power Efficient Digitally Controlled Oscillator Design for Cellular IOT
  ...wer) is getting stronger than ever. Locating at the heart of PLL, VCO does not only determine the phase noise performance of PLL (especially far out part) [[Category:Available]]
  3 KB (428 words) - 11:45, 20 August 2021
• Nanoscale Hybrid III-V Plasmonic Laser for Low-Power Photonic ICs
  ..., optics and numerical simulation. Knowledge with plasmonics is a plus but not required. [[Category:Available]]
  2 KB (323 words) - 17:09, 16 September 2021
• Interfacing PULP with a Brain-Inspired Ultra-Low Power Spiking Cochlea
  ...l have to be interfaced with the PULP interface subsystem using one of the available sensor interfaces, e.g. SPI or I2S. The bulk of the project will therefore If you want to work on this project, but you think that you do not match some the required skills, we can give you some preliminary exercise t
  9 KB (1,427 words) - 18:36, 5 September 2019
• LightProbe - Implementation of compressed-sensing algorithms
  ...important diagnostic procedures in modern medicine. Being non-invasive and not emitting any potentially harmful radiation (like X-Rays), ===Status: Available ===
  4 KB (521 words) - 10:37, 26 October 2021
• LightProbe - Thermal-Power aware on-head Beamforming
  ...ct with human skin. Thus it must be able to throttle it's performance when not needed, e.g. , a 30 fps image is sufficient to find the right placement of ===Status: Available ===
  3 KB (374 words) - 20:50, 12 November 2020
• Deep Learning Projects
  ...data contexts than, for instance, support vector machines (SVMs). DNNs do not use branching instructions, making them predictable programs and allowing t ...nimize the number of effective arithmetic operations (i.e., the operations not involving zero-valued operands, which must be actually executed). '''Hardwa
  18 KB (2,473 words) - 19:29, 19 February 2024
• Deep-Learning Based Phoneme Recognition from a Ultra-Low Power Spiking Cochlea
  If you want to work on this project, but you think that you do not match some the required skills, we can give you some preliminary exercise t ===Status: Available ===
  6 KB (920 words) - 16:33, 3 October 2019
• Single-Bit-Synapse Spiking Neural System-on-Chip
  If you want to work on this project, but you think that you do not match some the required skills, we can give you some preliminary exercise t ===Status: Available ===
  7 KB (1,000 words) - 12:22, 13 January 2017
• Tiny CNNs for Ultra-Efficient Object Detection on PULP
  ...NNs with object detection accuracy results in the order of the best models available have recently been proposed [Iandola2016] that would be a good match for th ...[[http://asic.ethz.ch/2015/Fulmine.html]]) board and an attached camera is available. The project will consist of several subtasks:
  5 KB (794 words) - 13:19, 13 January 2017

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