Matthias H. Hennig

Affiliations:
  • University of Edinburgh, Institute for Adaptive and Neural Computation, UK


According to our database1, Matthias H. Hennig authored at least 20 papers between 2001 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2022
Capturing cross-session neural population variability through self-supervised identification of consistent neuron ensembles.
CoRR, 2022

Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation.
Proceedings of the International Conference on Machine Learning, 2022

2021
The information theory of developmental pruning: Optimizing global network architectures using local synaptic rules.
PLoS Comput. Biol., 2021

Building population models for large-scale neural recordings: opportunities and pitfalls.
CoRR, 2021

Targeted Neural Dynamical Modeling.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Optimal Encoding in Stochastic Latent-Variable Models.
Entropy, 2020

2019
Neural field models for latent state inference: Application to large-scale neuronal recordings.
PLoS Comput. Biol., 2019

Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2016
Spike-Based Bayesian-Hebbian Learning of Temporal Sequences.
PLoS Comput. Biol., 2016

2015
A Diffusive Homeostatic Signal Maintains Neural Heterogeneity and Responsiveness in Cortical Networks.
PLoS Comput. Biol., 2015

2014
Retinal Waves, Models of.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Ionotropic Receptors Dynamics, Conductance Models.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Spike Detection for Large Neural Populations Using High Density Multielectrode Arrays.
Frontiers Neuroinformatics, 2014

2013
Theoretical models of synaptic short term plasticity.
Frontiers Comput. Neurosci., 2013

2009
Wide-Band Information Transmission at the Calyx of Held.
Neural Comput., 2009

2007
A biophysical model of short-term plasticity at the calyx of Held.
Neurocomputing, 2007

Effects of fixational eye movements on retinal ganglion cell responses: a modelling study.
Frontiers Comput. Neurosci., 2007

2003
Eye Micro-movements Improve Stimulus Detection Beyond the Nyquist Limit in the Peripheral Retina.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

2002
Stochastic resonance in visual cortical neurons: does the eye-tremor actually improve visual acuity?
Neurocomputing, 2002

2001
A biophysically realistic simulation of the vertebrate retina.
Neurocomputing, 2001


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