Search for dissertations about: "Matthias Hennig"
Found 3 swedish dissertations containing the words Matthias Hennig.
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1. Sequence learning in the Bayesian Confidence Propagation Neural Network
Abstract : This thesis examines sequence learning in the Bayesian Confidence PropagationNeural Network (BCPNN). The methodology utilized throughout this work is com-putational and analytical in nature and the contributions here presented can beunderstood along the following four major themes: 1) this work starts by revisitingthe properties of the BCPNN as an attractor neural network and then provides anovel formalization of some of those properties. READ MORE
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2. Functional Relevance of Homeostatic Intrinsic Plasticity in Neurons and Networks
Abstract : Maintaining the intrinsic excitability of neurons is crucial for stable brain activity. This can be achieved by the homeostatic regulation of membrane ion channel conductances, although it is not well understood how these processes influence broader aspects of neuron and network function. READ MORE
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3. Spike-Based Bayesian-Hebbian Learning in Cortical and Subcortical Microcircuits
Abstract : Cortical and subcortical microcircuits are continuously modified throughout life. Despite ongoing changes these networks stubbornly maintain their functions, which persist although destabilizing synaptic and nonsynaptic mechanisms should ostensibly propel them towards runaway excitation or quiescence. READ MORE