Martin V. Butz

58 publications

12 venues

H Index 8

Name Venue Year citations
Learning What and Where: Disentangling Location and Identity Tracking Without Supervision. ICLR 2023 0
Infering Boundary Conditions in Finite Volume Neural Networks. ICANN 2022 0
Composing Partial Differential Equations with Physics-Aware Neural Networks. ICML 2022 0
Signal Denoising with Recurrent Spiking Neural Networks and Active Tuning. ICANN 2021 0
Event-Predictive Cognition: A Root for Conceptual Human Thought. Topics in Cognitive Science 2021 12
Fostering Compositionality in Latent, Generative Encodings to Solve the Omniglot Challenge. ICANN 2021 1
Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains. NIPS/NeurIPS 2021 9
Dynamic Action Inference with Recurrent Spiking Neural Networks. ICANN 2021 3
Binding and Perspective Taking as Inference in a Generative Neural Network Model. ICANN 2021 0
Latent State Inference in a Spatiotemporal Generative Model. ICANN 2021 0
Sequence Classification using Ensembles of Recurrent Generative Expert Modules. ESANN 2020 0
Hands in Thought and Motion. Cognitive Science 2020 1
Investigating Efficient Learning and Compositionality in Generative LSTM Networks. ICANN 2020 4
Fostering Event Compression Using Gated Surprise. ICANN 2020 4
Learning Precise Spike Timings with Eligibility Traces. ICANN 2020 2
Bayesian inference in dialogue. Cognitive Science 2020 0
Inferring, Predicting, and Denoising Causal Wave Dynamics. ICANN 2020 2
A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction. ESANN 2020 0
Gradient-Based Learning of Compositional Dynamics with Modular RNNs. ICANN 2019 8
Incorporating Adaptive RNN-Based Action Inference and Sensory Perception. ICANN 2019 1
Inferring Event-Predictive Goal-Directed Object Manipulations in REPRISE. ICANN 2019 4
Unflinching Predictions: Anticipatory Crossmodal Interactions are Unaffected by the Current Hand Posture. Cognitive Science 2019 0
On the purpose of ambiguous utterances. Cognitive Science 2019 0
Integrative Collision Avoidance Within RNN-Driven Many-Joint Robot Arms. ICANN 2018 7
Symposium on Event Predictive Cognition. Cognitive Science 2018 0
Are you Sure How to Move? Expected Uncertainty Modulates Anticipatory Crossmodal Interactions. Cognitive Science 2018 0
REPRISE: A Retrospective and Prospective Inference Scheme. Cognitive Science 2018 5
A Computational Model for the Dynamical Learning of Event Taxonomies. Cognitive Science 2017 12
Reference Systems in Spatial Memory for Vertical Locations. Cognitive Science 2017 0
Lost in space: multisensory conflict yields adaptation in spatial representations across frames of reference. Cognitive Processing 2017 6
Projecting space into the future: peripersonal space remaps in anticipation of an object manipulation. Cognitive Science 2017 0
Mario Becomes Cognitive. Topics in Cognitive Science 2017 18
Game-XP: Action Games as Cognitive Science Paradigms. Cognitive Science 2017 0
Inherently Constraint-Aware Control of Many-Joint Robot Arms with Inverse Recurrent Models. ICANN 2017 8
Grasping Multisensory Integration: Proprioceptive Capture after Virtual Object Interactions. Cognitive Science 2017 0
Inferring Adaptive Goal-Directed Behavior Within Recurrent Neural Networks. ICANN 2017 20
Anticipatory Active Inference from Learned Recurrent Neural Forward Models. Cognitive Science 2017 0
Learning Temporal Generative Neural Codes for Biological Motion Perception and Inference. Cognitive Science 2017 0
Human-object interaction understanding without objects. Cognitive Science 2016 0
Learning Behavior-Grounded Event Segmentations. Cognitive Science 2016 6
Learning where to search using visual attention. IROS 2016 7
Is it Living? Insights from Modeling Event-Oriented, Self-Motivated, Acting, Learning and Conversing Game Agents. Cognitive Science 2016 0
An Automatized Heider-Simmel Story Generation Tool. Cognitive Science 2015 0
It's all in the eye: multiple orders of motor planning in gaze control. Cognitive Science 2015 0
Learning Recurrent Dynamics using Differential Evolution. ESANN 2015 1
Modeling Simultanagnosia. Cognitive Science 2014 0
Learning Spatial Transformations Using Structured Gain-Field Networks. ICANN 2014 1
Modeling Perspective-Taking by Correlating Visual and Proprioceptive Dynamics. Cognitive Science 2014 3
Modeling Continuous Representations in Visual Working Memory. Cognitive Science 2013 0
Gaze strategies in object identification and manipulation. Cognitive Science 2013 5
Modeling the temporal dynamics of visual working memory. Cognitive System Research 2013 6
Reservoir Sizes and Feedback Weights Interact Non-linearly in Echo State Networks. ICANN 2012 5
Autonomous failure detection and multimodal sensor fusion in a modular arm model. IROS 2012 2
Modeling body state-dependent multisensory integration. Cognitive Processing 2012 0
A modular, redundant, multi-frame of reference representation for kinematic chains. ICRA 2011 5
Emergent Effector-Independent Internal Spaces: Adaptation and Intermanual Learning Transfer in Humans and Neural Networks. IJCNN 2007 1
Explorations of anticipatory behavioral control (ABC): a report from the cognitive psychology unit of the University of Würzburg. Cognitive Processing 2007 48
Encoding Complete Body Models Enables Task Dependent Optimal Behavior. IJCNN 2007 14
Copyright ©2019 Universität Würzburg

Impressum | Privacy | FAQ