Sökning: "Neuron"

Visar resultat 16 - 20 av 158 uppsatser innehållade ordet Neuron.

  1. 16. Distillation or loss of information? : The effects of distillation on model redundancy

    Master-uppsats, Uppsala universitet/Institutionen för lingvistik och filologi

    Författare :Eva Elzbieta Sventickaite; [2022]
    Nyckelord :distillation; distillation effects; distilbert; distilmbert; distilroberta; distilgpt-2; distilled neurons; redundancy; redundancy in neural networks; redundancy in language models; neuron reduction in language models; distilled language models;

    Sammanfattning :     The necessity for billions of parameters in large language models has lately been questioned as there are still unanswered questions regarding how information is captured in the networks. It could be argued that without this knowledge, there may be a tendency to overparametarize the models. LÄS MER

  3. 17. Dynamic synapses in neural information processing : Examining the influence of short-term synaptic plasticity on neural coding

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Oscar Spolander; [2022]
    Nyckelord :Short-term synaptic plasticity; Neural codes; Action Potential; Neuron firing rate; Rate code; Kort synaptiskt plasticitet; Neurala koder; Nervimpuls; Impulsfrekvens för nervcell; Frekvenskod;

    Sammanfattning : Short-term synaptic plasticity (STP) is a phenomenon that has been closely associated with how neurons communicate with each other. I study communication between neurons tied to synapses endowed with short-term plasticity (dynamic synapses). LÄS MER

  4. 18. QCM-baserade kemosensorer av molekyläravgjutna polymerer i nanostruktur (nanoMIPs) med förbestämd selektivitet mot ELPLYR : En biomarkör för småcellig lungcancer

    Kandidat-uppsats, Linnéuniversitetet/Institutionen för kemi och biomedicin (KOB)

    Författare :Tim Säfström; [2022]
    Nyckelord :Molecular imprinted polymers; QCM; Molekyläravgjutna polymerer; neuron-specific enolase; ELPLYR;

    Sammanfattning : .... LÄS MER

  5. 19. Optimisation of parallel k-d trees using heuristics for neuron touch detection task

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Daniel Benedí García; [2022]
    Nyckelord :;

    Sammanfattning : Neuroscience has benefited from neuronal network simulation and an important task in the simulation is finding points in space where two neurites approach each other so a synapse could be formed. The task of finding the touching points could be seen as similar to the ray collision in ray tracing in computer graphics. LÄS MER

  7. 20. Investigating the use of Semiconductor Nanowires for Neural Networks

    Master-uppsats, Lunds universitet/Synkrotronljusfysik; Lunds universitet/Fysiska institutionen

    Författare :Alfredo Serafini; [2022]
    Nyckelord :FDTD method and simulation; optical broadcasting neural network; optical communication of nanowires; sub-wavelength absorption.; Physics and Astronomy;

    Sammanfattning : In this work, we intend to employ nanowires for the realisation of an artificial neuron which can be used to design a neural network that will guide the new generation of non-von Neumann architectures such as Neuromorphic Computing. Possible applications are strongly related to Neuromorphic architectures and artificial intelligence, such as high-performance computers, robotics hardware and autonomous drones. LÄS MER