Essays about: "Ciwan Ceylan"

Found 2 essays containing the words Ciwan Ceylan.

1. 1. Conditional Noise-Contrastive Estimation : With Application to Natural Image Statistics

   University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

   Author : Ciwan Ceylan; [2017]
   Keywords : noise-contrastive estimation; NCE; unnormalised models; statistical estimation; natural image statistics; unsupervised learning; neural network;

   Abstract : Unnormalised parametric models are an important class of probabilistic models which are difficult to estimate. The models are important since they occur in many different areas of application, e.g. in modelling of natural images, natural language and associative memory. READ MORE

3. 2. Weight Matrix Adaptation for increased Memory Storage Capacity in a Spiking Hopfield Network

   University essay from KTH/Skolan för teknikvetenskap (SCI)

   Author : Ciwan Ceylan; Albin Sunesson; [2015]
   Keywords : ;

   Abstract : Lagringskapaciteten i ett litet spiking Hopfieldnätverk undersöks med hjälp av två parametrar som styr resistansen och inhibitionen hos de synaptiska kopplingarna. Det är motiverat av möjligheten att skapa större associativa nätverk från små nätverkskluster. READ MORE