Essays about: "embedded project"

Showing result 11 - 15 of 419 essays containing the words embedded project.

1. 11. Exploration and Evaluation of RNN Models on Low-Resource Embedded Devices for Human Activity Recognition

   University essay from KTH/Mekatronik och inbyggda styrsystem

   Author : Helgi Hrafn Björnsson; Jón Kaldal; [2023]
   Keywords : Recurrent Neural Networks; Long Short-Term Memory Networks; Embedded Systems; Human Activity Recognition; Edge AI; TensorFlow Lite Micro; Recurrent Neural Networks; Long Short-Term Memory Networks; Innbyggda systyem; Mänsklig aktivitetsigenkänning; Edge AI; TensorFlow Lite Micro;

   Abstract : Human activity data is typically represented as time series data, and RNNs, often with LSTM cells, are commonly used for recognition in this field. However, RNNs and LSTM-RNNs are often too resource-intensive for real-time applications on resource constrained devices, making them unsuitable. READ MORE

3. 12. Training Neural Networks on Embedded Devices

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Prasanth Thomas Shaji; [2023]
   Keywords : ;

   Abstract : There is great potential in enabling neural network applications in embedded devices and an important step in that is to allow for these devices to perform the training of the neural network on board the device. Neural network inference is a popular and well-supported functionality on these platforms however neural network training still has ways to go. READ MORE

4. 13. PARAMETRIC STUDY FOR WALL-TO-WALL CONNECTION IN MIXED STEEL CONCRETE STRUCTURES

   University essay from KTH/Bro- och stålbyggnad

   Author : Simone De Troia; [2023]
   Keywords : ;

   Abstract : The objective of this thesis work is to study the connection between two Steel Concrete Structures (SCS) wall modules using embedded connection bars. The SCSs under investigation consist of two steel faceplates held together by tie bars, concrete is cast inside, and stress transmission between the concrete and the steel plates is provided by shear connectors as headed studs. READ MORE

5. 14. RocksDB Read Optimization Strategies for Streaming Applications

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Björkman Fredrik; [2023]
   Keywords : RocksDB; Data streams; Micro-batching; Data stream processing; read operation benchmark; Data stream workload simulation; RocksDB; Dataströmmar; Mikro-batching; Dataströmsprocessering; Läsoperationsmätresultat; Dataströmsarbetsbelastningssimulation;

   Abstract : Modern stream processors rely on embedded key-value stores to manage state that accumulates over long-running computations and exceeds the available memory size. One of these key-value stores is RocksDB, which is widely used in many applications requiring high-performing storage with low latency. READ MORE

6. 15. Micro Crops & The Iterative Wave

   University essay from Göteborgs universitet/HDK-Valand - Högskolan för konst och design

   Author : Brianna Butler; Andrea Bindar; [2023]
   Keywords : Design; Aesthetic objects; system; Microplastics; Wicked problems; MFA in Design with specialisation in Embedded Design;

   Abstract : The current approach to facilitation has numerous benefits but lacks sufficient challenge in raising awareness about wicked problems. This paper discusses the authors’ master thesis project, conducted in collaboration with the organizational context of a plastic-free store in the Gothenburg area. READ MORE