Essays about: "William Lundgren"

Found 3 essays containing the words William Lundgren.

  1. 1. Quantum Algorithms for Feature Selection and Compressed Feature Representation of Data

    University essay from KTH/Fysik

    Author : William Laius Lundgren; [2023]
    Keywords : Feature selection; autoencoders; quantum machine learning; quantum circuits; quantum annealing; Funktionsval; datakompression; kvantmaskininlärning; kvantalgoritmer; kvantkretsar;

    Abstract : Quantum computing has emerged as a new field that may have the potential to revolutionize the landscape of information processing and computational power, although physically constructing quantum hardware has proven difficult,and quantum computers in the current Noisy Intermediate Scale Quantum (NISQ) era are error prone and limited in the number of qubits they contain.A sub-field within quantum algorithms research which holds potential for the NISQ era, and which has seen increasing activity in recent years, is quantum machine learning, where researchers apply approaches from classical machine learning to quantum computing algorithms and explore the interplay between the two. READ MORE

  3. 2. Effects of Network Size in a Recurrent Bayesian Confidence Propagating Neural Network With two Synaptic Traces

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

    Author : William Laius Lundgren; Ludwig Karlsson; [2021]
    Keywords : BCPNN; computational brain modelling; shortterm memory; sequential learning; hypercolumns;

    Abstract : A modular Recurrent Bayesian Confidence PropagatingNeural Networks (BCPNN) with two synaptic time tracesis a computational neural network that can serve as a modelof biological short term memory. The units in the network aregrouped into modules called hypercolumns within which there isa competitive winner-takes-all mechanism. READ MORE

  4. 3. Asset Allocation and a Low Interest Rate Environment

    University essay from Handelshögskolan i Stockholm/Institutionen för finansiell ekonomi

    Author : Filip Holmström; William Lundgren; [2015]
    Keywords : Aggregated mutual fund flows; Risk-shifting; Search for yield; Monetary policy; Risk-taking channel;

    Abstract : This study analyses the effect of an expansionary monetary policy on risk-taking of investors in Sweden. By studying net money flows to mutual funds in Sweden we aim to provide an explanation to what variables affect investors' asset allocation decisions and how asset allocation changes in a low interest rate environment. READ MORE