Robert Rosenbaum

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 11

Top Topics

Biologically Plausible

Neuronal Networks

Synaptic Plasticity

Top Venues

J. Comput. Neurosci.

PLoS Comput. Biol.

Frontiers Comput. Neurosci.

Publications

Vicky Zhu, Robert Rosenbaum
Learning fixed points of recurrent neural networks by reparameterizing the network model. CoRR (2023)
Navid Shervani-Tabar, Robert Rosenbaum
Meta-Learning Biologically Plausible Plasticity Rules with Random Feedback Pathways. CoRR (2022)
Vicky Zhu, Robert Rosenbaum
Evaluating the extent to which homeostatic plasticity learns to compute prediction errors in unstructured neuronal networks. J. Comput. Neurosci. 50 (3) (2022)
Robert Rosenbaum
On the relationship between predictive coding and backpropagation. CoRR (2021)
Alan Eric Akil, Robert Rosenbaum, Kresimir Josic
Balanced networks under spike-time dependent plasticity. PLoS Comput. Biol. 17 (5) (2021)
Cody Baker, Emmanouil Froudarakis, Dimitri Yatsenko, Andreas S. Tolias, Robert Rosenbaum
Inference of synaptic connectivity and external variability in neural microcircuits. J. Comput. Neurosci. 48 (2) (2020)
Cody Baker, Vicky Zhu, Robert Rosenbaum
Nonlinear stimulus representations in neural circuits with approximate excitatory-inhibitory balance. PLoS Comput. Biol. 16 (9) (2020)
Ryan Pyle, Robert Rosenbaum
A Reservoir Computing Model of Reward-Modulated Motor Learning and Automaticity. Neural Comput. 31 (7) (2019)
Ryan Pyle, Robert Rosenbaum
A model of reward-modulated motor learning with parallelcortical and basal ganglia pathways. CoRR (2018)
Christopher Ebsch, Robert Rosenbaum
Imbalanced amplification: A mechanism of amplification and suppression from local imbalance of excitation and inhibition in cortical circuits. PLoS Comput. Biol. 14 (3) (2018)
Robert Rosenbaum
A Diffusion Approximation and Numerical Methods for Adaptive Neuron Models with Stochastic Inputs. Frontiers Comput. Neurosci. 10 (2016)
Robert Rosenbaum, Tatjana Tchumatchenko, Rubén Moreno-Bote
Correlated neuronal activity and its relationship to coding, dynamics and network architecture. Frontiers Comput. Neurosci. 8 (2014)
Steven Reich, Robert Rosenbaum
The impact of short term synaptic depression and stochastic vesicle dynamics on neuronal variability. J. Comput. Neurosci. 35 (1) (2013)
Robert Rosenbaum, Jonathan E. Rubin, Brent Doiron
Short Term Synaptic Depression Imposes a Frequency Dependent Filter on Synaptic Information Transfer. PLoS Comput. Biol. 8 (6) (2012)
Robert Rosenbaum, Kresimir Josic
Mechanisms That Modulate the Transfer of Spiking Correlations. Neural Comput. 23 (5) (2011)
Robert Rosenbaum, James Trousdale, Kresimir Josic
Pooling and correlated neural activity. Frontiers Comput. Neurosci. 4 (2010)
Kresimir Josic, Robert Rosenbaum
Unstable Solutions of Nonautonomous Linear Differential Equations. SIAM Rev. 50 (3) (2008)
Miguel Guerrero, Edward Pizzi, Robert Rosenbaum, Kedar N. Swadi, Walid Taha
Implementing DSLs in metaOCaml. OOPSLA Companion (2004)
Robert Rosenbaum
The Future of Wireless Communications. Inf. Secur. J. A Glob. Perspect. 11 (3) (2002)