Essays about: "Hebbiansk inlärning"

Found 4 essays containing the words Hebbiansk inlärning.

  1. 1. Comparison of Hebbian Learning and Backpropagation for Image Classification in Convolutional Neural Networks

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

    Author : Teodor Morfeldt Gadler; [2023]
    Keywords : ;

    Abstract : Current commonly used image recognition convolutional neural networks share some similarities with the human brain. However, the differences are many and the well established backpropagation learning algorithm is not biologically plausible. READ MORE

  3. 2. Comparison of Hebbian Learning and Backpropagation for Image Classification in Convolutional Neural Networks

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

    Author : Axel Kierkegaard; Teodor Morfeldt Gadler; [2023]
    Keywords : ;

    Abstract : Current commonly used image recognition convolutional neural networks sharesome similarities with the human brain. However, the differences are many and the wellestablished backpropagation learning algorithm is not biologically plausible. READ MORE

  4. 3. Exploring Column Update Elimination Optimization for Spike-Timing-Dependent Plasticity Learning Rule

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

    Author : Ojasvi Singh; [2022]
    Keywords : Spike-Timing Dependent Plasticity; neuromorphic computing; Hebbian Learning; Spiking Neural Networks; memory optimization.; Spike-Timing Beroende Plasticitet; neuromorfisk beräkning; Hebbiansk inlärning; Spiking Neural Networks; Minnes optimering;

    Abstract : Hebbian learning based neural network learning rules when implemented on hardware, store their synaptic weights in the form of a two-dimensional matrix. The storage of synaptic weights demands large memory bandwidth and storage. READ MORE

  5. 4. Whole-Cell Patch Clamp Investigations on Rapid Synaptic Scaling of Mouse CA1 Pyramidal Neurons under Optogenetic Stimulation

    University essay from Lunds universitet/Tillämpad biokemi; Lunds universitet/Beräkningskemi

    Author : Leonard Groth; [2021]
    Keywords : Patch clamp; Electrophysiology; Optogenetics; Epilepsy; Voltage clamp; Current clamp; Neuroscience; Applied Biochemistry; Tillämpad biokemi; Technology and Engineering;

    Abstract : The brain consists of billions of neurons forming intricate contiguous networks. The connective strength in these networks change throughout life in response to experience and environmental stimuli. READ MORE