Stefan Mihalas

Orcid: 0000-0002-2629-7100

According to our database1, Stefan Mihalas authored at least 40 papers between 2009 and 2024.

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Bibliography

2024
How connectivity structure shapes rich and lazy learning in neural circuits.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

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

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
The geometry of representational drift in natural and artificial neural networks.
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

Geometry of inter-areal interactions in mouse visual cortex.
Proceedings of the NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 2022

2021
Adaptation supports short-term memory in a visual change detection task.
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

Contextual Integration in Cortical and Convolutional Neural Networks.
Frontiers Comput. Neurosci., 2020

2019
Synchronization dependent on spatial structures of a mesoscopic whole-brain network.
PLoS Comput. Biol., 2019

Hierarchical organization of cortical and thalamic connectivity.
Nat., 2019

2018
Visual physiology of the layer 4 cortical circuit in silico.
PLoS Comput. Biol., 2018

Convolutional neural networks with extra-classical receptive fields.
CoRR, 2018

2017
A Computational Analysis of the Function of Three Inhibitory Cell Types in Contextual Visual Processing.
Frontiers Comput. Neurosci., 2017

2016
The Computational Properties of a Simplified Cortical Column Model.
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
Locally Contractive Dynamics in Generalized Integrate-and-Fire Neurons.
SIAM J. Appl. Dyn. Syst., 2013

The Influence of Synaptic Weight Distribution on Neuronal Population Dynamics.
PLoS Comput. Biol., 2013

Proto-object based visual saliency model with a motion-sensitive channel.
Proceedings of the 2013 IEEE Biomedical Circuits and Systems Conference (BioCAS), Rotterdam, The Netherlands, October 31, 2013

2012
Parameter Estimation of a Spiking Silicon Neuron.
IEEE Trans. Biomed. Circuits Syst., 2012

Figure-ground classification based on spectral properties of boundary image patches.
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012

A network model of multiplicative attentional modulation.
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012

Medial axis generation in a model of perceptual organization.
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

Extremal edges: Evidence in natural images.
Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

Event-related simulation of neural processing in complex visual scenes.
Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

Towards a Biologically-Inspired Model for Relational Mapping Using Spiking Neurons.
Proceedings of the Biologically Inspired Cognitive Architectures 2011, 2011

2010
Optimization Methods for Spiking Neurons and Networks.
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

A log-domain implementation of the Mihalas-Niebur neuron model.
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


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