Modern Bayesian experimental design
Bayesian experimental design (BED) provides a powerful and general framework for
optimizing the design of experiments. However, its deployment often poses substantial …
optimizing the design of experiments. However, its deployment often poses substantial …
Vestibular precision at the level of perception, eye movements, posture, and neurons
A Diaz-Artiles, F Karmali - Neuroscience, 2021 - Elsevier
Precision and accuracy are two fundamental properties of any system, including the nervous
system. Reduced precision (ie, imprecision) results from the presence of neural noise at …
system. Reduced precision (ie, imprecision) results from the presence of neural noise at …
[图书][B] Building experiments in PsychoPy
PsychoPy is an open-source software package for creating rich, dynamic experiments in
psychology, neuroscience and linguistics. Written by its creator, this book walks you through …
psychology, neuroscience and linguistics. Written by its creator, this book walks you through …
Implicit deep adaptive design: Policy-based experimental design without likelihoods
Abstract We introduce implicit Deep Adaptive Design (iDAD), a new method for performing
adaptive experiments in real-time with implicit models. iDAD amortizes the cost of Bayesian …
adaptive experiments in real-time with implicit models. iDAD amortizes the cost of Bayesian …
A unified stochastic gradient approach to designing bayesian-optimal experiments
We introduce a fully stochastic gradient based approach to Bayesian optimal experimental
design (BOED). Our approach utilizes variational lower bounds on the expected information …
design (BOED). Our approach utilizes variational lower bounds on the expected information …
Glaucoma home monitoring using a tablet-based visual field test (Eyecatcher): an assessment of accuracy and adherence over 6 months
Purpose To assess accuracy and adherence of visual field (VF) home monitoring in a pilot
sample of patients with glaucoma. Design Prospective longitudinal feasibility and reliability …
sample of patients with glaucoma. Design Prospective longitudinal feasibility and reliability …
[HTML][HTML] The Filter Detection Task for measurement of breathing-related interoception and metacognition
OK Harrison, SN Garfinkel, L Marlow, SL Finnegan… - Biological …, 2021 - Elsevier
The study of the brain's processing of sensory inputs from within the body ('interoception')
has been gaining rapid popularity in neuroscience, where interoceptive disturbances are …
has been gaining rapid popularity in neuroscience, where interoceptive disturbances are …
[HTML][HTML] Efficiently searching through large tACS parameter spaces using closed-loop Bayesian optimization
Background Selecting optimal stimulation parameters from numerous possibilities is a major
obstacle for assessing the efficacy of non-invasive brain stimulation. Objective We …
obstacle for assessing the efficacy of non-invasive brain stimulation. Objective We …
From mouse to human: Accessing the biochemistry of vision in vivo by two-photon excitation
G Palczewska, M Wojtkowski, K Palczewski - Progress in retinal and eye …, 2023 - Elsevier
The eye is an ideal organ for imaging by a multi-photon excitation approach, because ocular
tissues such as the sclera, cornea, lens and neurosensory retina, are highly transparent to …
tissues such as the sclera, cornea, lens and neurosensory retina, are highly transparent to …
Spontaneous alpha-band oscillations bias subjective contrast perception
E Balestrieri, NA Busch - Journal of Neuroscience, 2022 - Soc Neuroscience
Perceptual decisions depend both on the features of the incoming stimulus and on the
ongoing brain activity at the moment the stimulus is received. Specifically, trial-to-trial …
ongoing brain activity at the moment the stimulus is received. Specifically, trial-to-trial …