Gordon Pipa

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 23

Top Venues

CoRR

Neural Comput.

Frontiers Comput. Neurosci.

Sensors

Berlin Institute of Technology (PHD)

Education History

Berlin Institute of Technology

PHD

Publications

Viviane Clay, Gordon Pipa, Kai-Uwe Kühnberger, Peter König
Development of Few-Shot Learning Capabilities in Artificial Neural Networks When Learning Through Self-Supervised Interaction. IEEE Trans. Pattern Anal. Mach. Intell. 46 (1) (2024)
Paria Samimisabet, Laura Krieger, Themis Nethar, Gordon Pipa
Introducing a New Mobile Electroencephalography System and Evaluating Its Quality in Comparison to Clinical Electroencephalography. Sensors 23 (17) (2023)
Shadi Derakhshan, Farbod Nosrat Nezami, Maximilian Alexander Wächter, Artur Czeszumski, Ashima Keshava, Hristofor Lukanov, Marc Vidal De Palol, Gordon Pipa, Peter König
Talking Cars, Doubtful Users - A Population Study in Virtual Reality. IEEE Trans. Hum. Mach. Syst. 52 (4) (2022)
Faisal Khalil, Gordon Pipa
Transforming the generative pretrained transformer into augmented business text writer. J. Big Data 9 (1) (2022)
Hendrik Berkemeyer, Riccardo Franceschini, Tuan Tran, Lin Che, Gordon Pipa
Feasible and Adaptive Multimodal Trajectory Prediction with Semantic Maneuver Fusion. ICRA (2021)
Viviane Clay, Peter König, Gordon Pipa, Kai-Uwe Kühnberger
Fast Concept Mapping: The Emergence of Human Abilities in Artificial Neural Networks when Learning Embodied and Self-Supervised. CoRR (2021)
Hristofor Lukanov, Peter König, Gordon Pipa
Biologically Inspired Deep Learning Model for Efficient Foveal-Peripheral Vision. Frontiers Comput. Neurosci. 15 (2021)
Farbod N. Nezami, Maximilian Alexander Wächter, Nora Maleki, Philipp Spaniol, Lea M. Kühne, Anke Haas, Johannes M. Pingel, Linus Tiemann, Frederik Nienhaus, Lynn Keller, Sabine U. König, Peter König, Gordon Pipa
Westdrive X LoopAR: An Open-Access Virtual Reality Project in Unity for Evaluating User Interaction Methods during Takeover Requests. Sensors 21 (5) (2021)
Viviane Clay, Peter König, Kai-Uwe Kühnberger, Gordon Pipa
Learning sparse and meaningful representations through embodiment. Neural Networks 134 (2021)
Leon René Sütfeld, Flemming Brieger, Holger Finger, Sonja Füllhase, Gordon Pipa
Adaptive Blending Units: Trainable Activation Functions for Deep Neural Networks. SAI (3) (2020)
Farbod N. Nezami, Maximilian Alexander Wächter, Nora Maleki, Philipp Spaniol, Lea M. Kühne, Anke Haas, Johannes M. Pingel, Linus Tiemann, Frederik Nienhaus, Lynn Keller, Sabine U. König, Peter König, Gordon Pipa
WestDrive X LoopAR: An open-access virtual reality project in Unity for evaluating user interaction methods during TOR. CoRR (2020)
Jona Carmon, Jil Heege, Joe H. Necus, Thomas W. Owen, Gordon Pipa, Marcus Kaiser, Peter N. Taylor, Yujiang Wang
Reliability and comparability of human brain structural covariance networks. NeuroImage 220 (2020)
Farbod N. Nezami, Maximilian Alexander Wächter, Gordon Pipa, Peter König
Project Westdrive: Unity City With Self-Driving Cars and Pedestrians for Virtual Reality Studies. Frontiers ICT 7 (2020)
Felix Meyer zu Driehausen, Rüdiger Busche, Johannes Leugering, Gordon Pipa
Bistable Perception in Conceptor Networks. ICANN (Workshop) (2019)
Renato Garita Figueiredo, Kai-Uwe Kühnberger, Gordon Pipa, Tobias Thelen
Combining Deep Learning and (Structural) Feature-Based Classification Methods for Copyright-Protected PDF Documents. ICANN (4) (2019)
Anja K. Faulhaber, Anke Dittmer, Felix Blind, Maximilian Alexander Wächter, Silja Timm, Leon René Sütfeld, Achim Stephan, Gordon Pipa, Peter König
Human Decisions in Moral Dilemmas are Largely Described by Utilitarianism: Virtual Car Driving Study Provides Guidelines for Autonomous Driving Vehicles. Sci. Eng. Ethics 25 (2) (2019)
Johannes Leugering, Gordon Pipa
A Unifying Framework of Synaptic and Intrinsic Plasticity in Neural Populations. Neural Comput. 30 (4) (2018)
Leon René Sütfeld, Flemming Brieger, Holger Finger, Sonja Füllhase, Gordon Pipa
Adaptive Blending Units: Trainable Activation Functions for Deep Neural Networks. CoRR (2018)
Pattreeya Tanisaro, Constantin Lehman, Leon René Sütfeld, Gordon Pipa, Gunther Heidemann
Classifying Bio-Inspired Model of Point-Light Human Motion Using Echo State Networks. ICANN (1) (2017)
Clemens Korndörfer, Ekkehard Ullner, Jordi García-Ojalvo, Gordon Pipa
Cortical Spike Synchrony as a Measure of Input Familiarity. Neural Comput. 29 (9) (2017)
Maximilian Alexander Wächter, Anja K. Faulhaber, Felix Blind, Silja Timm, Anke Dittmer, Leon René Sütfeld, Achim Stephan, Gordon Pipa, Peter König
Human decisions in moral dilemmas are largely described by Utilitarianism: virtual car driving study provides guidelines for ADVs. CoRR (2017)
Pascal Nieters, Johannes Leugering, Gordon Pipa
Neuromorphic computation in multi-delay coupled models. IBM J. Res. Dev. 61 (2/3) (2017)
Mina Shahi, Carl van Vreeswijk, Gordon Pipa
Serial Spike Time Correlations Affect Probability Distribution of Joint Spike Events. Frontiers Comput. Neurosci. 10 (2016)
Witali Aswolinskiy, Gordon Pipa
RM-SORN: A Reward-Modulated Self-Organizing Recurrent Neural Network. Frontiers Comput. Neurosci. 9 (2015)
Germán Gómez-Herrero, Wei Wu, Kalle Rutanen, Miguel C. Soriano, Gordon Pipa, Raul Vicente
Assessing Coupling Dynamics from an Ensemble of Time Series. Entropy 17 (4) (2015)
Hazem Toutounji, Johannes Schumacher, Gordon Pipa
Homeostatic Plasticity for Single Node Delay-Coupled Reservoir Computing. Neural Comput. 27 (6) (2015)
Johannes Schumacher, Thomas Wunderle, Pascal Fries, Frank Jäkel, Gordon Pipa
A Statistical Framework to Infer Delay and Direction of Information Flow from Measurements of Complex Systems. Neural Comput. 27 (8) (2015)
Hazem Toutounji, Gordon Pipa
Spatiotemporal Computations of an Excitable and Plastic Brain: Neuronal Plasticity Leads to Noise-Robust and Noise-Constructive Computations. PLoS Comput. Biol. 10 (3) (2014)
Sarah Katharina Schmitz, Philipp P. Hasselbach, Boris Ebisch, Anja Klein, Gordon Pipa, Ralf A. W. Galuske
Application of Parallel Factor Analysis (PARAFAC) to electrophysiological data. Frontiers Neuroinformatics 8 (2014)
Robert Haslinger, Gordon Pipa, Laura D. Lewis, Danko Nikolic, Ziv Williams, Emery N. Brown
Encoding Through Patterns: Regression Tree-Based Neuronal Population Models. Neural Comput. 25 (8) (2013)
Marta Castellano, Gordon Pipa
Memory Trace in Spiking Neural Networks. ICANN (2013)
Gordon Pipa, Sonja Grün, Carl van Vreeswijk
Impact of Spike Train Autostructure on Probability Distribution of Joint Spike Events. Neural Comput. 25 (5) (2013)
Johannes Schumacher, Hazem Toutounji, Gordon Pipa
An Analytical Approach to Single Node Delay-Coupled Reservoir Computing. ICANN (2013)
Robert Haslinger, Demba E. Ba, Ralf Galuske, Ziv Williams, Gordon Pipa
Missing mass approximations for the partition function of stimulus driven Ising models. Frontiers Comput. Neurosci. 7 (2013)
Gordon Pipa, Zhe Chen, Sergio Neuenschwander, Bruss Lima, Emery N. Brown
Mapping of Visual Receptive Fields by Tomographic Reconstruction. Neural Comput. 24 (10) (2012)
Bertram Scheller, Marta Castellano, Raul Vicente, Gordon Pipa
Spike Train Auto-Structure Impacts Post-Synaptic Firing and Timing-Based Plasticity. Frontiers Comput. Neurosci. 5 (2011)
Gordon Pipa, Matthias H. J. Munk
Higher Order Spike Synchrony in Prefrontal Cortex during Visual Memory. Frontiers Comput. Neurosci. 5 (2011)
Felipe Gerhard, Robert Haslinger, Gordon Pipa
Applying the Multivariate Time-Rescaling Theorem to Neural Population Models. Neural Comput. 23 (6) (2011)
Andreea Lazar, Gordon Pipa, Jochen Triesch
Emerging Bayesian Priors in a Self-Organizing Recurrent Network. ICANN (2) (2011)
Felipe Gerhard, Gordon Pipa, Bruss Lima, Sergio Neuenschwander, Wulfram Gerstner
Extraction of Network Topology From Multi-Electrode Recordings: Is there a Small-World Effect? Frontiers Comput. Neurosci. 5 (2011)
Raul Vicente, Michael Wibral, Michael Lindner, Gordon Pipa
Transfer entropy - a model-free measure of effective connectivity for the neurosciences. J. Comput. Neurosci. 30 (1) (2011)
Wei Wu, Diek W. Wheeler, Gordon Pipa
Bivariate and Multivariate NeuroXidence: A Robust and Reliable Method to Detect Modulations of Spike-Spike Synchronization Across Experimental Conditions. Frontiers Neuroinformatics 5 (2011)
Robert Haslinger, Gordon Pipa, Emery N. Brown
Discrete Time Rescaling Theorem: Determining Goodness of Fit for Discrete Time Statistical Models of Neural Spiking. Neural Comput. 22 (10) (2010)
Germán Gómez-Herrero, Wei Wu, Kalle Rutanen, Miguel C. Soriano, Gordon Pipa, Raul Vicente
Assessing coupling dynamics from an ensemble of time series CoRR (2010)
Andreea Lazar, Gordon Pipa, Jochen Triesch
SORN: a self-organizing recurrent neural network. Frontiers Comput. Neurosci. 3 (2009)
Vasile V. Moca, Bertram Scheller, Raul Cristian Muresan, Michael Daunderer, Gordon Pipa
EEG under anesthesia - Feature extraction with TESPAR. Comput. Methods Programs Biomed. 95 (3) (2009)
Gordon Pipa, Raul Vicente, Alexander Tikhonov
Auto-structure of Presynaptic Activity Defines Postsynaptic Firing Statistics and Can Modulate STDP-Based Structure Formation and Learning. ICANN (2) (2008)
Andreea Lazar, Gordon Pipa, Jochen Triesch
Predictive Coding in Cortical Microcircuits. ICANN (2) (2008)
Ekkehard Ullner, Raul Vicente, Gordon Pipa, Jordi García-Ojalvo
Contour Integration and Synchronization in Neuronal Networks of the Visual Cortex. ICANN (2) (2008)
Gordon Pipa, Diek W. Wheeler, Wolf Singer, Danko Nikolic
NeuroXidence: reliable and efficient analysis of an excess or deficiency of joint-spike events. J. Comput. Neurosci. 25 (1) (2008)
Andreea Lazar, Gordon Pipa, Jochen Triesch
Fading memory and time series prediction in recurrent networks with different forms of plasticity. Neural Networks 20 (3) (2007)
Andreea Lazar, Raul Cristian Muresan, Ellen Städtler, Matthias H. J. Munk, Gordon Pipa
Importance of electrophysiological signal features assessed by classification trees. Neurocomputing 70 (10-12) (2007)
Raul Vicente, Gordon Pipa, Ingo Fischer, Claudio R. Mirasso
Zero-Lag Long Range Synchronization of Neurons Is Enhanced by Dynamical Relaying. ICANN (1) (2007)
Gordon Pipa, Alexa Riehle, Sonja Grün
Validation of task-related excess of spike coincidences based on NeuroXidence. Neurocomputing 70 (10-12) (2007)
Andreea Lazar, Gordon Pipa, Jochen Triesch
The combination of STDP and intrinsic plasticity yields complex dynamics in recurrent spiking networks. ESANN (2006)
Raul Cristian Muresan, Gordon Pipa, Diek W. Wheeler
Single-Unit Recordings Revisited: Activity in Recurrent Microcircuits. ICANN (1) (2005)
Gordon Pipa, Sonja Grün
Non-parametric significance estimation of joint-spike events by shuffling and resampling. Neurocomputing (2003)
Gordon Pipa, Markus Diesmann, Sonja Grün
Significance of joint-spike events based on trial-shuffling by efficient combinatorial methods. Complex. 8 (4) (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gordon Pipa