3 citations · 8 across the 8 of their papers we have counts for
6 papers · 1 filter
Evaluation of the criticality of in vitro neuronal networks: Toward an assessment of computational capacity
Kristine Heiney, Vibeke Devold Valderhaug, Ioanna Sandvig +4
Novel computing hardwares are necessary to keep up with today's increasing demand for data storage and processing power. In this research project, we turn to the brain for inspirat…
A general representation of dynamical systems for reservoir computing
Sidney Pontes-Filho, Anis Yazidi, Jianhua Zhang +5
Dynamical systems are capable of performing computation in a reservoir computing paradigm. This paper presents a general representation of these systems as an artificial neural net…
Joint Tracking of Multiple Quantiles Through Conditional Quantiles
Hugo Lewi Hammer, Anis Yazidi, Håvard Rue
Estimation of quantiles is one of the most fundamental real-time analysis tasks. Most real-time data streams vary dynamically with time and incremental quantile estimators document…
Statistical models for short and long term forecasts of snow depth
Hugo Lewi Hammer
Forecasting of future snow depths is useful for many applications like road safety, winter sport activities, avalanche risk assessment and hydrology. Motivated by the lack of stati…
Quantile Tracking in Dynamically Varying Data Streams Using a Generalized Exponentially Weighted Average of Observations
Hugo Lewi Hammer, Anis Yazidi, Håvard Rue
The Exponentially Weighted Average (EWA) of observations is known to be state-of-art estimator for tracking expectations of dynamically varying data stream distributions. However,…
Parameter Estimation in Abruptly Changing Dynamic Environments
Hugo Lewi Hammer, Anis Yazidi
Many real-life dynamical systems change abruptly followed by almost stationary periods. In this paper, we consider streams of data with such abrupt behavior and investigate the pro…