Essays about: "Arkitektur Modell"

Showing result 1 - 5 of 71 essays containing the words Arkitektur Modell.

  1. 1. A lightweight deep learning architecture for text embedding : Comparison between the usage of Transformers and Mixers for textual embedding

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

    Author : Corentin Royer; [2023]
    Keywords : Deep Learning; Entity Retrieval; Mixer; Transformer;

    Abstract : Text embedding is a widely used method for comparing pieces of text together by mapping them to a compact vector space. One such application is deduplication which consists in finding textual records that refer to the same underlying idea in order to merge them or delete one of them. READ MORE

  3. 2. Complexity Analysis and Structural Optimization for Architecture Models of Mechatronic Systems

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Yuanyang Zhang; [2023]
    Keywords : Mechatronic System Design; Architecture Model; DSM; Structural Complexity; Partitioning Optimization Design; Mekatronisk Systemdesign; Arkitektur Modell; DSM; Strukturell Komplexitet; Partitionering Optimering Design;

    Abstract : The design and development of mechatronic system are becoming an increasingly complex task due to the numerous disciplines involved, rapidly increasing scales, and the integration issues of different domains and technologies. The structural complexity of the architecture model design decides the quality of system design in many aspects: the scalability of the system design; usage of allocated resources which influences the computational overhead, etc. READ MORE

  4. 3. 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

  5. 4. Regression with Bayesian Confidence Propagating Neural Networks

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

    Author : Raghav Rajendran Bongole; [2023]
    Keywords : Machine Learning; Neural Networks; Brain-like computing; Bayesian Confidence Propagating Neural Networks; Maskininlärning; neurala nätverk; hjärnliknande datorer; Bayesian Förtroendespridande neurala nätverk;

    Abstract : Bayesian Confidence Propagating Neural Networks (BCPNNs) are biologically inspired artificial neural networks. These networks have been modeled to account for brain-like aspects such as modular architecture, divisive normalization, sparse connectivity, and Hebbian learning. READ MORE

  6. 5. The CPTED principles in physical planning in Vivalla : An analysis of how safety and security can be improved through the design of urban environments in a particularly vulnerable area in Sweden

    University essay from KTH/Skolan för arkitektur och samhällsbyggnad (ABE)

    Author : Massara Sameer; Mathilda Brolin; [2023]
    Keywords : Broken Window; CPTED; Crime; Safety; Security; Situational Crime Prevention; Social sustainability; Rutin activity; Vivalla; Broken Window; Brott; CPTED; Rutinaktivitetsteorin; Situationell brottsprevention; Social hållbarhet; Säkerhet; Trygghet; Vivalla;

    Abstract : This study aims to investigate how physical planning can prevent crime and increase safety in an urban environment, with the theoretical starting point in Crime prevention through environmental design, CPTED, and the Vivalla area. Vivalla is located in Örebro and was chosen because it is a particularly vulnerable area. READ MORE