109 citations · 131 across the 5 of their papers we have counts for
3 papers · 1 filter
Robust and scalable Bayesian analysis of spatial neural tuning function data
Kamiar Rahnama Rad, Timothy A. Machado, Liam Paninski
A common analytical problem in neuroscience is the interpretation of neural activity with respect to sensory input or behavioral output. This is typically achieved by regressing me…
Bayesian methods for event analysis of intracellular currents
Josh Merel, Ben Shababo, Alex Naka +2
Investigation of neural circuit functioning often requires statistical interpretation of events in subthreshold electrophysiological recordings. This problem is non-trivial because…
Partition Functions from Rao-Blackwellized Tempered Sampling
David Carlson, Patrick Stinson, Ari Pakman +1
Partition functions of probability distributions are important quantities for model evaluation and comparisons. We present a new method to compute partition functions of complex an…