100 citations · 266 across the 9 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
q-bio.NC2014★ 5 cited
Automatic discovery of cell types and microcircuitry from neural connectomics
Eric Jonas, Konrad Kording
Neural connectomics has begun producing massive amounts of data, necessitating new analysis methods to discover the biological and computational structure. It has long been assumed…
stat.ML2014★ 7 cited
Scaling Nonparametric Bayesian Inference via Subsample-Annealing
Fritz Obermeyer, Jonathan Glidden, Eric Jonas
We describe an adaptation of the simulated annealing algorithm to nonparametric clustering and related probabilistic models. This new algorithm learns nonparametric latent structur…
cs.AI2014★ 13 cited
Building fast Bayesian computing machines out of intentionally stochastic, digital parts
Vikash Mansinghka, Eric Jonas
The brain interprets ambiguous sensory information faster and more reliably than modern computers, using neurons that are slower and less reliable than logic gates. But Bayesian in…