Sequential optimal design of neurophysiology experiments. ∗ (2008)
Jeremy Lewi, Robert Butera, Liam Paninski
Adaptively optimizing experiments has the potential to significantly reduce the number of trials needed to build parametric statistical models of neural systems. However, application of adaptive...
Efficient active learning with generalized linear models (2007)
Jeremy Lewi, Robert Butera, Liam Paninski
Active learning can significantly reduce the amount of training data required to fit parametric statistical models for supervised learning tasks. Here we present an efficient algorithm for choosing...
Real-time adaptive information-theoretic optimization of neurophysiological experiments (2006)
Jeremy Lewi, Robert Butera, Liam Paninski
Adaptively optimizing experiments can significantly reduce the number of trials needed to characterize neural responses using parametric statistical models. However, the potential for these methods...
H. Lee, Dr. Robert Butera, Dr. Astrid Prinz
No Grateful Dead quote here, although one might be in order. I send out a heartfelt thank you to all of those whom I have crossed paths with, for better or for worse. I would like to specifically...
Real-time adaptive information-theoretic optimization of neurophysiological experiments (2006)
Jeremy Lewi, Robert Butera, Liam Paninski
Adaptively optimizing experiments can significantly reduce the number of trials needed to characterize neural responses using parametric statistical models. However, the potential for these methods...
Andrew B. Gardner, Lanterman Dr, Robert Butera, Esteller Dr, ...
To my family and friends—especially to my father, for taking the long view.
F. Simoni, Paul Hasler, Robert Butera, Bob Lee, Ronald Calabrese, Richard Nichols
iii iv For my father, who inspired me to love learning. For my mother, who inspired me to love meaning. For Tina, my wife, and for our baby in the womb, whose love inspired me to finish. v vi...