Matthias H. Hennig

25 papers A* 4Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2024 A* conf
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos.
NeurIPS
Polina Turishcheva, Paul G. Fahey, Michaela Vystrcilová, Laura Hansel, Rachel Froebe, Kayla Ponder, Yongrong Qiu, Konstantin Willeke, Mohammad Bashiri, Ruslan Baikulov, Yu Zhu, Lei Ma, Shan Yu, Tiejun Huang, Bryan Li, Wolf De Wulf, Nina Kudryashova, Matthias H. Hennig, Nathalie Rochefort, Arno Onken, Eric Y. Wang, Zhiwei Ding, Andreas S. Tolias, Fabian H. Sinz, Alexander S. Ecker
2022 — conf
Capturing cross-session neural population variability through self-supervised identification of consistent neuron ensembles.
NeurReps
Justin Jude, Matthew G. Perich, Lee E. Miller, Matthias H. Hennig
2022 J jnl
Capturing cross-session neural population variability through self-supervised identification of consistent neuron ensembles.
CoRR
Justin Jude, Matthew G. Perich, Lee E. Miller, Matthias H. Hennig
2022 A* conf
Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation.
ICML
Justin Jude, Matthew G. Perich, Lee E. Miller, Matthias H. Hennig
2022 J jnl
Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation.
CoRR
Justin Jude, Matthew G. Perich, Lee E. Miller, Matthias H. Hennig
2021 J jnl
Building population models for large-scale neural recordings: opportunities and pitfalls.
CoRR
Cole L. Hurwitz, Nina Kudryashova, Arno Onken, Matthias H. Hennig
2021 A* conf
Targeted Neural Dynamical Modeling.
NeurIPS
Cole L. Hurwitz, Akash Srivastava, Kai Xu, Justin Jude, Matthew G. Perich, Lee E. Miller, Matthias H. Hennig
2021 J jnl
The information theory of developmental pruning: Optimizing global network architectures using local synaptic rules.
PLoS Comput. Biol.
Carolin Scholl, Michael Everett Rule, Matthias H. Hennig
2020 J jnl
Optimal Encoding in Stochastic Latent-Variable Models.
Entropy
Michael Everett Rule, Martino Sorbaro, Matthias H. Hennig
2019 J jnl
Neural field models for latent state inference: Application to large-scale neuronal recordings.
PLoS Comput. Biol.
Michael Everett Rule, David Schnoerr, Matthias H. Hennig, Guido Sanguinetti
2019 A* conf
Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference.
NeurIPS
Cole L. Hurwitz, Kai Xu, Akash Srivastava, Alessio Paolo Buccino, Matthias H. Hennig
2019 J jnl
Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference.
CoRR
Cole L. Hurwitz, Kai Xu, Akash Srivastava, Alessio Paolo Buccino, Matthias H. Hennig
2016 J jnl
Spike-Based Bayesian-Hebbian Learning of Temporal Sequences.
PLoS Comput. Biol.
Philip J. Tully, Henrik Lindén, Matthias H. Hennig, Anders Lansner
2015 J jnl
A Diffusive Homeostatic Signal Maintains Neural Heterogeneity and Responsiveness in Cortical Networks.
PLoS Comput. Biol.
Yann Sweeney, Jeanette Hellgren Kotaleski, Matthias H. Hennig
2015 J jnl
Spike Detection for Large Neural Populations Using High Density Multielectrode Arrays.
Frontiers Neuroinformatics
Jens-Oliver Muthmann, Hayder Amin, Evelyne Sernagor, Alessandro Maccione, Dagmara Panas, Luca Berdondini, Upinder S. Bhalla, Matthias H. Hennig
2014 — ch.
Ionotropic Receptors Dynamics, Conductance Models.
Encyclopedia of Computational Neuroscience
Matthias H. Hennig
2014 — ch.
Retinal Waves, Models of.
Encyclopedia of Computational Neuroscience
Matthias H. Hennig
2013 J jnl
Theoretical models of synaptic short term plasticity.
Frontiers Comput. Neurosci.
Matthias H. Hennig
2013 J jnl
Theoretical models of synaptic short term plasticity.
Frontiers Comput. Neurosci.
Matthias H. Hennig
2009 J jnl
Wide-Band Information Transmission at the Calyx of Held.
Neural Comput.
Zhijun Yang, Matthias H. Hennig, Michael Postlethwaite, Ian D. Forsythe, Bruce P. Graham
2007 J jnl
A biophysical model of short-term plasticity at the calyx of Held.
Neurocomputing
Matthias H. Hennig, Michael Postlethwaite, Ian D. Forsythe, Bruce P. Graham
2007 J jnl
Effects of fixational eye movements on retinal ganglion cell responses: a modelling study.
Frontiers Comput. Neurosci.
Matthias H. Hennig, Florentin Wörgötter
2003 — conf
Eye Micro-movements Improve Stimulus Detection Beyond the Nyquist Limit in the Peripheral Retina.
NIPS
Matthias H. Hennig, Florentin Wörgötter
2002 J jnl
Stochastic resonance in visual cortical neurons: does the eye-tremor actually improve visual acuity?
Neurocomputing
Matthias H. Hennig, Nicolas J. Kerscher, Klaus Funke, Florentin Wörgötter
2001 J jnl
A biophysically realistic simulation of the vertebrate retina.
Neurocomputing
Matthias H. Hennig, Klaus Funke