Essays about: "Emil Wärnberg"

Found 2 essays containing the words Emil Wärnberg.

1. 1. Modelling Low Dimensional Neural Activity

   University essay from KTH/Beräkningsvetenskap och beräkningsteknik (CST); KTH/Beräkningsbiologi, CB

   Author : Emil Wärnberg; [2016]
   Keywords : neural networks; low dimensional; neural; activity; neural engineering framework; NEF; nef; artificial neural network; ann; dimensionality; log-normal; log; normal; distribution; synaptic; geometric; connectivity;

   Abstract : A number of recent studies have shown that the dimensionality of the neural activity in the cortex is low. However, what network structures are capable of producing such activity is not theoretically well understood. READ MORE

3. 2. Implementation and Robustness of Hopfield Networks with Spiking Neurons

   University essay from KTH/Skolan för teknikvetenskap (SCI)

   Author : Emil Wärnberg; [2014]
   Keywords : ;

   Abstract : Computational models of neural activity and neural networks have been an active area of research as long as there have been computers, and have led several important discoveries in the eld of machine learning. One kind of articial network proposed by John J. Hopeld in 1982 has been among the more successful ones, and is still in active use today. READ MORE