Essays about: "Neuromorfiska hårdvara"

Found 4 essays containing the words Neuromorfiska hårdvara.

  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. Neuromorphic Medical Image Analysis at the Edge : On-Edge training with the Akida Brainchip

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

    Author : Ebba Bråtman; Lucas Dow; [2023]
    Keywords : ;

    Abstract : Computed Tomography (CT) scans play a crucial role in medical imaging, allowing neuroscientists to identify intracranial pathologies such as haemorrhages and malignant tumours in the brain. This thesis explores the potential of deep learning models as an aid in intracranial pathology detection through medical imaging. READ MORE

  4. 3. 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

  5. 4. 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