List of works - Jan Drugowitsch

Becoming Confident in the Statistical Nature of Human Confidence Judgments

scientific article published in May 2016

Causal Inference and Explaining Away in a Spiking Network

scientific article published on December 2015

Causal inference during closed-loop navigation: parsing of self- and object-motion

scientific article published in 2023

Computational Precision of Mental Inference as Critical Source of Human Choice Suboptimality

scientific article published on 16 November 2016

Confidence and certainty: distinct probabilistic quantities for different goals

scientific article published on February 2016

Family of closed-form solutions for two-dimensional correlated diffusion processes

scientific article published on 01 September 2019

Fast and accurate Monte Carlo sampling of first-passage times from Wiener diffusion models

scientific article

Filtering sensory information with XCSF: improving learning robustness and robot arm control performance

scientific article published on 30 October 2013

Heuristics and optimal solutions to the breadth-depth dilemma

scientific article published on 05 August 2020

Hierarchical structure is employed by humans during visual motion perception

scientific article published on 16 September 2020

Lateral orbitofrontal cortex anticipates choices and integrates prior with current information

scientific article

Learning optimal decisions with confidence

scientific article published on 15 November 2019

Meissner corpuscles and their spatially intermingled afferents underlie gentle touch perception

scientific article published on 01 June 2020

Multiplicative and Additive Modulation of Neuronal Tuning with Population Activity Affects Encoded Information

scientific article published on 24 February 2016

Neuromatch Academy: a 3-week, online summer school in computational neuroscience

scientific article published in 2022

Optimal multisensory decision-making in a reaction-time task

scientific article

Optimal policy for multi-alternative decisions

scientific article published on 05 August 2019

Optimal policy for value-based decision-making.

scientific article published on 18 August 2016

Prefrontal mechanisms combining rewards and beliefs in human decision-making

scientific article published in Nature Communications

Probabilistic vs. non-probabilistic approaches to the neurobiology of perceptual decision-making

scientific article

Quick thinking: perceiving in a tenth of a blink of an eye.

scientific article

Relation between belief and performance in perceptual decision making

scientific article

Simultaneous learning and filtering without delusions: a Bayes-optimal combination of Predictive Inference and Adaptive Filtering

scientific article

Spontaneous population activity fluctuations boost sensory tuning curves and gate information processing

scientific article published on 8 July 2013

The cost of accumulating evidence in perceptual decision making

scientific article published in March 2012

The impact of learning on perceptual decisions and its implication for speed-accuracy tradeoffs

scientific article published on 02 June 2020

Trial by trial decoding of decisions in monkey MT cortex from small neuronal populations

scientific article published on 8 July 2013

Tuning the speed-accuracy trade-off to maximize reward rate in multisensory decision-making

scientific article published on 19 June 2015

VBLinLogit: Variational Bayesian linear and logistic regression

scientific article published on 27 June 2019

List of works by Jan Drugowitsch

Becoming Confident in the Statistical Nature of Human Confidence Judgments

Causal Inference and Explaining Away in a Spiking Network

Causal inference during closed-loop navigation: parsing of self- and object-motion

Computational Precision of Mental Inference as Critical Source of Human Choice Suboptimality

Confidence and certainty: distinct probabilistic quantities for different goals

Family of closed-form solutions for two-dimensional correlated diffusion processes

Fast and accurate Monte Carlo sampling of first-passage times from Wiener diffusion models

Filtering sensory information with XCSF: improving learning robustness and robot arm control performance

Heuristics and optimal solutions to the breadth-depth dilemma

Hierarchical structure is employed by humans during visual motion perception

Lateral orbitofrontal cortex anticipates choices and integrates prior with current information

Learning optimal decisions with confidence

Meissner corpuscles and their spatially intermingled afferents underlie gentle touch perception

Multiplicative and Additive Modulation of Neuronal Tuning with Population Activity Affects Encoded Information

Neuromatch Academy: a 3-week, online summer school in computational neuroscience

Optimal multisensory decision-making in a reaction-time task

Optimal policy for multi-alternative decisions

Optimal policy for value-based decision-making.

Prefrontal mechanisms combining rewards and beliefs in human decision-making

Probabilistic vs. non-probabilistic approaches to the neurobiology of perceptual decision-making

Quick thinking: perceiving in a tenth of a blink of an eye.

Relation between belief and performance in perceptual decision making

Simultaneous learning and filtering without delusions: a Bayes-optimal combination of Predictive Inference and Adaptive Filtering

Spontaneous population activity fluctuations boost sensory tuning curves and gate information processing

The cost of accumulating evidence in perceptual decision making

The impact of learning on perceptual decisions and its implication for speed-accuracy tradeoffs

Trial by trial decoding of decisions in monkey MT cortex from small neuronal populations

Tuning the speed-accuracy trade-off to maximize reward rate in multisensory decision-making

VBLinLogit: Variational Bayesian linear and logistic regression