| Publication | Date of Publication | Type |
|---|
| Statistical mechanical analysis of learning dynamics of two-layer perceptron with multiple output units | 2022-12-06 | Paper |
| Hyperparameter estimation using a resolution matrix for Bayesian sensing | 2022-12-02 | Paper |
| Dynamics of Learning in MLP: Natural Gradient and Singularity Revisited | 2021-10-12 | Paper |
| Data-dependence of plateau phenomenon in learning with neural network—statistical mechanical analysis * | 2021-04-01 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5134905 | 2020-11-17 | Paper |
| Sparse approximation based on a random overcomplete basis | 2020-08-11 | Paper |
| Dynamical analysis of contrastive divergence learning: restricted Boltzmann machines with Gaussian visible units | 2019-06-03 | Paper |
| Optimal node perturbation in linear perceptrons with uncertain eligibility trace | 2018-09-27 | Paper |
| Macroscopic neural mass model constructed from a current-based network model of spiking neurons | 2018-04-04 | Paper |
| Generating Functional Analysis for Iterative CDMA Multiuser Detectors | 2017-05-16 | Paper |
| Distribution estimation of hyperparameters in Markov random field models | 2014-03-28 | Paper |
| Divergence measures and a general framework for local variational approximation | 2013-06-14 | Paper |
| Statistical Mechanics of Reward-Modulated Learning in Decision-Making Networks | 2012-10-02 | Paper |
| Node perturbation learning without noiseless baseline | 2011-07-26 | Paper |
| Detection of Hidden Structures in Nonstationary Spike Trains | 2011-07-13 | Paper |
| Neuronal Population Decoding Explains the Change in Signal Detection Sensitivity Caused by Task-Irrelevant Perceptual Bias | 2010-11-24 | Paper |
| Extracting State Transition Dynamics from Multiple Spike Trains Using Hidden Markov Models with Correlated Poisson Distribution | 2010-10-27 | Paper |
| Approximate Belief Propagation, Density Evolution, and Statistical Neurodynamics for CDMA Multiuser Detection | 2008-12-21 | Paper |
| Selectivity and Stability via Dendritic Nonlinearity | 2008-04-14 | Paper |
| Filtering of Spatial Bias and Noise Inputs by Spatially Structured Neural Networks | 2008-04-14 | Paper |
| Variable Timescales of Repeated Spike Patterns in Synfire Chain with Mexican-Hat Connectivity | 2008-02-05 | Paper |
| LDPC Decoding Dynamics from a PCA Viewpoint | 2007-09-03 | Paper |
| Study on Quantum Annealing Using the Density Matrix Renormalization Group | 2007-09-03 | Paper |
| Stochastic resonance of localized activity driven by common noise | 2007-06-13 | Paper |
| Tutorial series on brain-inspired computing. III: Brain science, information science and associative memory model | 2007-02-15 | Paper |
| Estimating Spiking Irregularities Under Changing Environments | 2007-01-29 | Paper |
| Theory of Recurrent Neural Network with Common Synaptic Inputs | 2006-02-21 | Paper |
| Ensemble Learning of Linear Perceptrons: On-Line Learning Theory | 2006-02-21 | Paper |
| Generating functional analysis of CDMA detection dynamics | 2005-12-16 | Paper |
| Correlated Firing in a Feedforward Network with Mexican-Hat-Type Connectivity | 2005-11-21 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5703598 | 2005-11-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5703599 | 2005-11-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5703600 | 2005-11-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5703603 | 2005-11-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5703604 | 2005-11-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5703610 | 2005-11-08 | Paper |
| Correlation of Firing in Layered Associative Neural Networks | 2005-10-31 | Paper |
| Non-monotonic behaviour in relaxation dynamics of image restoration | 2005-10-18 | Paper |
| One step RSB scheme for the rate distortion function | 2005-10-18 | Paper |
| Analysis of Bidirectional Associative Memory using Self-consistent Signal to Noise Analysis and Statistical Neurodynamics | 2005-04-15 | Paper |
| Coexistence of memory patterns and mixed states in a sparsely encoded associative memory model storing ultrametric patterns | 2005-03-21 | Paper |
| Accuracy of the Bethe approximation for hyperparameter estimation in probabilistic image processing | 2005-03-04 | Paper |
| The path-integral analysis of an associative memory model storing an infinite number of finite limit cycles | 2005-01-19 | Paper |
| Retrieval Properties of Hopfield and Correlated Attractors in an Associative Memory Model | 2004-11-26 | Paper |
| Associative memory by recurrent neural networks with delay elements | 2004-11-23 | Paper |
| Mixed states on neural network with structural learning | 2004-11-23 | Paper |
| Impact of deviation from precise balance of spike-timing-dependent plasticity | 2004-11-18 | Paper |
| Investigation of Possible Neural Architectures Underlying Information-Geometric Measures | 2004-10-05 | Paper |
| A Network Model of Perceptual Suppression Induced by Transcranial Magnetic Stimulation | 2004-10-05 | Paper |
| On-line learning through simple perceptron learning with a margin | 2004-08-19 | Paper |
| Self-Regulation Mechanism of Temporally Asymmetric Hebbian Plasticity | 2004-08-19 | Paper |
| Dynamically Coupled Oscillators: Cooperative Behavior via Dynamical Interaction | 2004-08-17 | Paper |
| Transient dynamics for sequence processing neural networks | 2004-06-09 | Paper |
| Online learning dynamics of multilayer perceptrons with unidentifiable parameters | 2004-05-27 | Paper |
| Application of two-parameter dynamical replica theory to retrieval dynamics of associative memory with non-monotonic neurons | 2001-08-14 | Paper |
| Bistability of mixed states in a neural network storing hierarchical patterns | 2000-10-08 | Paper |
| Coexistence of uncorrelated and correlated attractors in a nonmonotonic neural network | 2000-04-25 | Paper |
| Notions of associative memory and sparse coding | 1998-06-08 | Paper |
