Stefan Mihalas
Orcid: 0000-0002-2629-7100
According to our database1,
Stefan Mihalas
authored at least 40 papers
between 2009 and 2023.
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Bibliography
2023
A biologically inspired architecture with switching units can learn to generalize across backgrounds.
Neural Networks, November, 2023
Heterogeneity in Neuronal Dynamics Is Learned by Gradient Descent for Temporal Processing Tasks.
Neural Comput., 2023
CoRR, 2023
Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Efficient approximation of neural population structure and correlations with probabilistic circuits.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
PLoS Comput. Biol., November, 2022
MouseNet: A biologically constrained convolutional neural network model for the mouse visual cortex.
PLoS Comput. Biol., September, 2022
Single Circuit in V1 Capable of Switching Contexts During Movement Using an Inhibitory Population as a Switch.
Neural Comput., 2022
Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 2022
2021
PLoS Comput. Biol., 2021
Autoencoder networks extract latent variables and encode these variables in their connectomes.
Neural Networks, 2021
2020
Brain Modeling ToolKit: An open source software suite for multiscale modeling of brain circuits.
PLoS Comput. Biol., 2020
Frontiers Comput. Neurosci., 2020
2019
PLoS Comput. Biol., 2019
2018
PLoS Comput. Biol., 2018
2017
A Computational Analysis of the Function of Three Inhibitory Cell Types in Contextual Visual Processing.
Frontiers Comput. Neurosci., 2017
2016
PLoS Comput. Biol., 2016
Analytical Calculation of Errors in Time and Value Perception Due to a Subjective Time Accumulator: A Mechanistic Model and the Generation of Weber's Law.
Neural Comput., 2016
High resolution neural connectivity from incomplete tracing data using nonnegative spline regression.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
2013
SIAM J. Appl. Dyn. Syst., 2013
PLoS Comput. Biol., 2013
Proceedings of the 2013 IEEE Biomedical Circuits and Systems Conference (BioCAS), Rotterdam, The Netherlands, October 31, 2013
2012
IEEE Trans. Biomed. Circuits Syst., 2012
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012
2011
Estimating Parameters of Generalized Integrate-and-Fire Neurons from the Maximum Likelihood of Spike Trains.
Neural Comput., 2011
Improved Integral Equation Solution for the First Passage Time of Leaky Integrate-and-Fire Neurons.
Neural Comput., 2011
Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011
Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011
Proceedings of the Biologically Inspired Cognitive Architectures 2011, 2011
2010
IEEE Trans. Neural Networks, 2010
A Dynamic Model of Interactions of Ca<sup>2+</sup>, Calmodulin, and Catalytic Subunits of Ca<sup>2+</sup>/Calmodulin-Dependent Protein Kinase II.
PLoS Comput. Biol., 2010
Calcium Messenger Heterogeneity: A Possible Signal for Spike Timing-Dependent Plasticity.
Frontiers Comput. Neurosci., 2010
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010
2009
A Generalized Linear Integrate-and-Fire Neural Model Produces Diverse Spiking Behaviors.
Neural Comput., 2009
A Switched Capacitor Implementation of the Generalized Linear Integrate-and-fire Neuron.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009