Accurately decoding external variables from observations of neural activity is a major
challenge in systems neuroscience. Bayesian decoders, which provide probabilistic …

The firing rate is a prevalent concept used to describe neural computations, but estimating
dynamically changing firing rates from irregular spikes is challenging. An inhomogeneous …

Modern recording techniques enable neuroscientists to simultaneously study neural activity
across large populations of neurons, with capturing predictor-dependent correlations being …

Studies of human behavior often do not consider underlying physiological processes which
can reveal pertinent information about internal cognitive and emotional states. Assessments …

Neuroscience is now entering an exciting new age. Modern recording technologies, such as
high-density silicon probes and large-scale calcium imaging methods, allow us to measure …

Modern recording techniques enable neuroscientists to simultaneously study neural activity
across large populations of neurons, with capturing predictor-dependent correlations being …