Essays about: "Spinnaker"

Found 5 essays containing the word Spinnaker.

1. 1. Applicability of neuromorphic hardware in disease spread simulations : A comparison of a SpiNNaker board and a GPU

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

   Author : Adam Ekelöf; Eric Sandberg; [2023]
   Keywords : ;

   Abstract : This research paper investigates whether neuromorphic hardware can outperform the traditional GPU in simulating disease spread. As the era of Moore’s Law draws to a close, researchers are seeking alternative solutions to enhance computational power. READ MORE

3. 2. Development and Evaluation of a Road Marking Recognition Algorithm implemented on Neuromorphic Hardware

   University essay from KTH/Datavetenskap

   Author : Santiago Bou Betran; [2022]
   Keywords : SpiNNaker; Neuromorphic Hardware; Spiking Neural Network; Computer vision system; Lane recognition; Autonomous driving; Line Recognition; Neuromorphic Vision Sensors; Third Generation Neural Networks; Algorithm Evaluation.; SpiNNaker; Neuromorfiska hårdvara; neuromorfiska pulserande neuronnät; Datorseende system; läser av körbanans; självkörande bilar; läser av linjer; dynamiska synsensorer; Tredje generation neuronnät; utvärdering av algoritmen.; Hardware Neuromórfico; Sistemas de visión por computador; Reconocimiento de Carril; Conducción autónoma; Sensores de visión neuromórfica; Redes neuronales de Impulsos; Redes Neuronales de Tercera Generación; Evaluación de Algoritmos.;

   Abstract : Driving is one of the most common and preferred forms of transport used in our actual society. However, according to studies, it is also one of the most dangerous. One solution to increase safety on the road is applying technology to automate and prevent avoidable human errors. READ MORE

4. 3. Integrating a SpiNNaker 2 prototype on an embedded platform : Hardware design and firmware modification

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

   Author : Mikael Hessel; [2021]
   Keywords : SpiNNaker 2; Embedded software; Printed circuit board design; Power supplies; Firmware development.; SpiNNaker 2; Inbyggda system; Kretskortsdesign; Strömförsörjning; Inbyggd mjukvara;

   Abstract : The field of neuromorphic computing concerns simulating the information processing of a brain in software or hardware on a computing platform. One neuromorphic platform that uses specialized hardware is SpiNNaker. It is an integrated circuit consisting of multiple general purpose processing cores that can run simulations of neurons. READ MORE

5. 4. Evaluation and Improvement of Application Deployment in Hybrid Edge Cloud Environment : Using OpenStack, Kubernetes, and Spinnaker

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

   Author : Khaled Jendi; [2020]
   Keywords : Openstack; Kubernetes; Spinnaker; cloud deployment; docker container orchestration;

   Abstract : Traditional mechanisms of deployment of deferent applications can be costly in terms of time and resources, especially when the application requires a specific environment to run upon and has a different kind of dependencies so to set up such an application, it would need an expert to find out all required dependencies. In addition, it is difficult to deploy applications with efficient usage of resources available in the distributed environment of the cloud. READ MORE

6. 5. Scaling Properties of Spiking Neural Networks on the Digital Neuromorphic Hardware SpiNNaker : An analysis of how increasing the number of neurons and the number of connections between them affects the performance of spiking neural networks on the SpiNNaker architecture

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

   Author : Lukas Widén; Gustaf Blomqvist; [2020]
   Keywords : ;

   Abstract : SpiNNaker is a neuromorphic hardware devised to simulate SNNs effectively.This paper examines how the performance of an SNN simulated on SpiNNaker is affected by its ratio of number of neurons to number of connections between neurons, as the SNN grows in size. The scope of this paper is limited to the SpiNNaker system SpiNN-3. READ MORE