100 citations · 130 across the 5 of their papers we have counts for
5 papers
Projection Filtering with Observed State Increments with Applications in Continuous-Time Circular Filtering
Anna Kutschireiter, Luke Rast, Jan Drugowitsch
Angular path integration is the ability of a system to estimate its own heading direction from potentially noisy angular velocity (or increment) observations. Non-probabilistic alg…
Adaptation Properties Allow Identification of Optimized Neural Codes
Luke Rast, Jan Drugowitsch
The adaptation of neural codes to the statistics of their environment is well captured by efficient coding approaches. Here we solve an inverse problem: characterizing the objectiv…
Family of closed-form solutions for two-dimensional correlated diffusion processes
Haozhe Shan, Rubén Moreno-Bote, Jan Drugowitsch
Diffusion processes with boundaries are models of transport phenomena with wide applicability across many fields. These processes are described by their probability density functio…
Multiplicative and additive modulation of neuronal tuning with population activity affects encoded information
Iñigo Arandia-Romero, Seiji Tanabe, Jan Drugowitsch +2
Numerous studies have shown that neuronal responses are modulated by stimulus properties, and also by the state of the local network. However, little is known about how activity fl…
Variational Bayesian inference for linear and logistic regression
Jan Drugowitsch
The article describe the model, derivation, and implementation of variational Bayesian inference for linear and logistic regression, both with and without automatic relevance deter…