Abigail Morrison

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 35

Top Topics

Interactive Visual

Parameter Space

Biologically Plausible

Top Venues

Frontiers Neuroinformatics

Frontiers Comput. Neurosci.

PLoS Comput. Biol.

Publications

Cristian Jimenez-Romero, Alper Yegenoglu, Aarón Pérez Martín, Sandra Diaz-Pier, Abigail Morrison
Emergent communication enhances foraging behavior in evolved swarms controlled by spiking neural networks. Swarm Intell. 18 (1) (2024)
Jinyang Yu, Sami Hamdan, Leonard Sasse, Abigail Morrison, Kaustubh R. Patil
Empirical Comparison Between Cross-Validation and Mutation-Validation in Model Selection. IDA (2) (2024)
Jinyang Yu, Sami Hamdan, Leonard Sasse, Abigail Morrison, Kaustubh R. Patil
Empirical Comparison between Cross-Validation and Mutation-Validation in Model Selection. CoRR (2023)
Bruno Golosio, Jose Villamar, Gianmarco Tiddia, Elena Pastorelli, Jonas Stapmanns, Viviana Fanti, Pier Stanislao Paolucci, Abigail Morrison, Johanna Senk
Runtime Construction of Large-Scale Spiking Neuronal Network Models on GPU Devices. CoRR (2023)
Alessio Quercia, Abigail Morrison, Hanno Scharr, Ira Assent
SGD Biased towards Early Important Samples for Efficient Training. ICDM (2023)
Guido Trensch, Abigail Morrison
A System-on-Chip Based Hybrid Neuromorphic Compute Node Architecture for Reproducible Hyper-Real-Time Simulations of Spiking Neural Networks. Frontiers Neuroinformatics 16 (2022)
Benedikt Feldotto, Jochen Martin Eppler, Cristian Jimenez-Romero, Christopher Bignamini, Carlos Enrique Gutierrez, Ugo Albanese, Eloy Retamino, Viktor Vorobev, Vahid Zolfaghari, Alex Upton, Zhe Sun, Hiroshi Yamaura, Morteza Heidarinejad, Wouter Klijn, Abigail Morrison, Felipe Cruz, Colin McMurtrie, Alois C. Knoll, Jun Igarashi, Tadashi Yamazaki, Kenji Doya, Fabrice O. Morin
Deploying and Optimizing Embodied Simulations of Large-Scale Spiking Neural Networks on HPC Infrastructure. Frontiers Neuroinformatics 16 (2022)
Cristian Jimenez-Romero, Alper Yegenoglu, Aarón Pérez Martín, Sandra Diaz-Pier, Abigail Morrison
Emergent communication enhances foraging behaviour in evolved swarms controlled by Spiking Neural Networks. CoRR (2022)
Alper Yegenoglu, Anand Subramoney, Thorsten Hater, Cristian Jimenez-Romero, Wouter Klijn, Aaron Perez Martin, Michiel van der Vlag, Michael Herty, Abigail Morrison, Sandra Diaz-Pier
Exploring hyper-parameter spaces of neuroscience models on high performance computers with Learning to Learn. CoRR (2022)
Agnes Korcsak-Gorzo, Charl Linssen, Jasper Albers, Stefan Dasbach, Renato C. Duarte, Susanne Kunkel, Abigail Morrison, Johanna Senk, Jonas Stapmanns, Tom Tetzlaff, Markus Diesmann, Sacha J. van Albada
Phenomenological modeling of diverse and heterogeneous synaptic dynamics at natural density. CoRR (2022)
Alper Yegenoglu, Anand Subramoney, Thorsten Hater, Cristian Jimenez-Romero, Wouter Klijn, Aaron Perez Martin, Michiel van der Vlag, Michael Herty, Abigail Morrison, Sandra Diaz-Pier
Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn. Frontiers Comput. Neurosci. 16 (2022)
Espen Hagen, Steinn H. Magnusson, Torbjørn V. Ness, Geir Halnes, Pooja N. Babu, Charl Linssen, Abigail Morrison, Gaute T. Einevoll
Brain signal predictions from multi-scale networks using a linearized framework. PLoS Comput. Biol. 18 (8) (2022)
Patrick Herbers, Iago Calvo, Sandra Diaz-Pier, Óscar D. Robles, Susana Mata, Pablo Toharia, Luis Pastor, Alexander Peyser, Abigail Morrison, Wouter Klijn
ConGen - A Simulator-Agnostic Visual Language for Definition and Generation of Connectivity in Large and Multiscale Neural Networks. Frontiers Neuroinformatics 15 (2021)
Philipp Weidel, Renato C. Duarte, Abigail Morrison
Unsupervised Learning and Clustered Connectivity Enhance Reinforcement Learning in Spiking Neural Networks. Frontiers Comput. Neurosci. 15 (2021)
Claudia Bachmann, Tom Tetzlaff, Renato C. Duarte, Abigail Morrison
Firing rate homeostasis counteracts changes in stability of recurrent neural networks caused by synapse loss in Alzheimer's disease. PLoS Comput. Biol. 16 (8) (2020)
Renato C. Duarte, Abigail Morrison
Leveraging heterogeneity for neural computation with fading memory in layer 2/3 cortical microcircuits. PLoS Comput. Biol. 15 (4) (2019)
Jakob Jordan, Philipp Weidel, Abigail Morrison
A Closed-Loop Toolchain for Neural Network Simulations of Learning Autonomous Agents. Frontiers Comput. Neurosci. 13 (2019)
Barna Zajzon, Sepehr Mahmoudian, Abigail Morrison, Renato Carlos Farinha Duarte
Passing the Message: Representation Transfer in Modular Balanced Networks. Frontiers Comput. Neurosci. 13 (2019)
Wouter Klijn, Sandra Diaz-Pier, Abigail Morrison, Alexander Peyser
Staged deployment of interactive multi-application HPC workflows. HPCS (2019)
Wouter Klijn, Sandra Diaz-Pier, Abigail Morrison, Alexander Peyser
Staged deployment of interactive multi-application HPC workflows. CoRR (2019)
Inga Blundell, Dimitri Plotnikov, Jochen M. Eppler, Abigail Morrison
Automatically Selecting a Suitable Integration Scheme for Systems of Differential Equations in Neuron Models. Frontiers Neuroinformatics 12 (2018)
Guido Trensch, Robin Gutzen, Inga Blundell, Michael Denker, Abigail Morrison
Rigorous Neural Network Simulations: A Model Substantiation Methodology for Increasing the Correctness of Simulation Results in the Absence of Experimental Validation Data. Frontiers Neuroinformatics 12 (2018)
Robin Pauli, Philipp Weidel, Susanne Kunkel, Abigail Morrison
Reproducing Polychronization: A Guide to Maximizing the Reproducibility of Spiking Network Models. Frontiers Neuroinformatics 12 (2018)
Barna Zajzon, Renato C. Duarte, Abigail Morrison
Transferring State Representations in Hierarchical Spiking Neural Networks. IJCNN (2018)
Renato C. Duarte, Marvin Uhlmann, Dick den van Broek, Hartmut Fitz, Karl Magnus Petersson, Abigail Morrison
Encoding symbolic sequences with spiking neural reservoirs. IJCNN (2018)
Inga Blundell, Romain Brette, Thomas A. Cleland, Thomas G. Close, Daniel Coca, Andrew P. Davison, Sandra Diaz-Pier, Carlos Fernandez Musoles, Padraig Gleeson, Dan F. M. Goodman, Michael L. Hines, Michael W. Hopkins, Pramod S. Kumbhar, David R. Lester, Bóris Marin, Abigail Morrison, Eric Müller, Thomas Nowotny, Alexander Peyser, Dimitri Plotnikov, Paul Richmond, Andrew Rowley, Bernhard Rumpe, Marcel Stimberg, Alan B. Stokes, Adam R. Tomkins, Guido Trensch, Michael Marmaduke Woodman, Jochen Martin Eppler
Code Generation in Computational Neuroscience: A Review of Tools and Techniques. Frontiers Neuroinformatics 12 (2018)
Christian Nowke, Sandra Diaz-Pier, Benjamin Weyers, Bernd Hentschel, Abigail Morrison, Torsten W. Kuhlen, Alexander Peyser
Toward Rigorous Parameterization of Underconstrained Neural Network Models Through Interactive Visualization and Steering of Connectivity Generation. Frontiers Neuroinformatics 12 (2018)
Jyotika Bahuguna, Tom Tetzlaff, Arvind Kumar, Jeanette Hellgren Kotaleski, Abigail Morrison
Homologous Basal Ganglia Network Models in Physiological and Parkinsonian Conditions. Frontiers Comput. Neurosci. 11 (2017)
Dimitri Plotnikov, Bernhard Rumpe, Inga Blundell, Tammo Ippen, Jochen Martin Eppler, Abigail Morrison
NESTML: a modeling language for spiking neurons. CoRR (2016)
Philipp Weidel, Mikael Djurfeldt, Renato C. Duarte, Abigail Morrison
Closed Loop Interactions between Spiking Neural Network and Robotic Simulators Based on MUSIC and ROS. Frontiers Neuroinformatics 10 (2016)
Philipp Weidel, Mikael Djurfeldt, Renato Carlos Farinha Duarte, Abigail Morrison
Closed loop interactions between spiking neural network and robotic simulators based on MUSIC and ROS. CoRR (2016)
Yansong Chua, Abigail Morrison
Effects of Calcium Spikes in the Layer 5 Pyramidal Neuron on Coincidence Detection and Activity Propagation. Frontiers Comput. Neurosci. 10 (2016)
Dimitri Plotnikov, Inga Blundell, Tammo Ippen, Jochen Martin Eppler, Abigail Morrison, Bernhard Rumpe
NESTML: a modeling language for spiking neurons. Modellierung (2016)
Yury V. Zaytsev, Abigail Morrison, Moritz Deger
Reconstruction of recurrent synaptic connectivity of thousands of neurons from simulated spiking activity. J. Comput. Neurosci. 39 (1) (2015)
Yansong Chua, Moritz Helias, Abigail Morrison
Modeling the calcium spike as a threshold triggered fixed waveform for synchronous inputs in the fluctuation regime. Frontiers Comput. Neurosci. 9 (2015)
Renato Carlos Farinha Duarte, Peggy Seriès, Abigail Morrison
Self-Organized Artificial Grammar Learning in Spiking Neural Networks. CogSci (2014)
Susanne Kunkel, Maximilian Schmidt, Jochen Martin Eppler, Hans Ekkehard Plesser, Gen Masumoto, Jun Igarashi, Shin Ishii, Tomoki Fukai, Abigail Morrison, Markus Diesmann, Moritz Helias
Spiking network simulation code for petascale computers. Frontiers Neuroinformatics 8 (2014)
Yury V. Zaytsev, Abigail Morrison
CyNEST: a maintainable Cython-based interface for the NEST simulator. Frontiers Neuroinformatics 8 (2014)
Carlos Toledo-Suárez, Renato Carlos Farinha Duarte, Abigail Morrison
Liquid computing on and off the edge of chaos with a striatal microcircuit. Frontiers Comput. Neurosci. 8 (2014)
Renato Carlos Farinha Duarte, Abigail Morrison
Dynamic stability of sequential stimulus representations in adapting neuronal networks. Frontiers Comput. Neurosci. 8 (2014)
Sacha J. van Albada, Susanne Kunkel, Abigail Morrison, Markus Diesmann
Integrating Brain Structure and Dynamics on Supercomputers. BrainComp (2013)
Moritz Helias, Susanne Kunkel, Gen Masumoto, Jun Igarashi, Jochen Martin Eppler, Shin Ishii, Tomoki Fukai, Abigail Morrison, Markus Diesmann
Supercomputers Ready for Use as Discovery Machines for Neuroscience. Frontiers Neuroinformatics 6 (2012)
Jenia Jitsev, Abigail Morrison, Marc Tittgemeyer
Learning from positive and negative rewards in a spiking neural network model of basal ganglia. IJCNN (2012)
Jenia Jitsev, Nobi Abraham, Abigail Morrison, Marc Tittgemeyer
Learning from Delayed Reward und Punishment in a Spiking Neural Network Model of Basal Ganglia with Opposing D1/D2 Plasticity. ICANN (1) (2012)
Yury V. Zaytsev, Abigail Morrison
Increasing quality and managing complexity in neuroinformatics software development with continuous integration. Frontiers Neuroinformatics 6 (2012)
Alexander Hanuschkin, Markus Diesmann, Abigail Morrison
A reafferent and feed-forward model of song syntax generation in the Bengalese finch. J. Comput. Neurosci. 31 (3) (2011)
Wiebke Potjans, Markus Diesmann, Abigail Morrison
An Imperfect Dopaminergic Error Signal Can Drive Temporal-Difference Learning. PLoS Comput. Biol. 7 (5) (2011)
Alexander Hanuschkin, J. Michael Herrmann, Abigail Morrison, Markus Diesmann
Compositionality of arm movements can be realized by propagating synchrony. J. Comput. Neurosci. 30 (3) (2011)
Susanne Kunkel, Tobias C. Potjans, Jochen M. Eppler, Hans Ekkehard Plesser, Abigail Morrison, Markus Diesmann
Meeting the Memory Challenges of Brain-Scale Network Simulation. Frontiers Neuroinformatics 5 (2011)
Wiebke Potjans, Abigail Morrison, Markus Diesmann
Enabling Functional Neural Circuit Simulations with Distributed Computing of Neuromodulated Plasticity. Frontiers Comput. Neurosci. 4 (2010)
Denise Berger, Christian Borgelt, Sebastien Louis, Abigail Morrison, Sonja Grün
Efficient Identification of Assembly Neurons within Massively Parallel Spike Trains. Comput. Intell. Neurosci. 2010 (2010)
Sven Schrader, Markus Diesmann, Abigail Morrison
A Compositionality Machine Realized by a Hierarchic Architecture of Synfire Chains. Frontiers Comput. Neurosci. 4 (2010)
Alexander Hanuschkin, Susanne Kunkel, Moritz Helias, Abigail Morrison, Markus Diesmann
A General and Efficient Method for Incorporating Precise Spike Times in Globally Time-Driven Simulations. Frontiers Neuroinformatics 4 (2010)
Susanne Kunkel, Markus Diesmann, Abigail Morrison
Limits to the Development of Feed-Forward Structures in Large Recurrent Neuronal Networks. Frontiers Comput. Neurosci. 4 (2010)
Wiebke Potjans, Abigail Morrison, Markus Diesmann
A Spiking Neural Network Model of an Actor-Critic Learning Agent. Neural Comput. 21 (2) (2009)
Abigail Morrison, Markus Diesmann, Wulfram Gerstner
Phenomenological models of synaptic plasticity based on spike timing. Biol. Cybern. 98 (6) (2008)
Abigail Morrison, Ad Aertsen, Markus Diesmann
Spike-Timing-Dependent Plasticity in Balanced Random Networks. Neural Comput. 19 (6) (2007)
Hans E. Plesser, Jochen M. Eppler, Abigail Morrison, Markus Diesmann, Marc-Oliver Gewaltig
Efficient Parallel Simulation of Large-Scale Neuronal Networks on Clusters of Multiprocessor Computers. Euro-Par (2007)
Romain Brette, Michelle Rudolph, Ted Carnevale, Michael L. Hines, David Beeman, James M. Bower, Markus Diesmann, Abigail Morrison, Philip H. Goodman, Frederick C. Harris Jr., Milind Zirpe, Thomas Natschläger, Dejan Pecevski, Bard Ermentrout, Mikael Djurfeldt, Anders Lansner, Olivier Rochel, Thierry Viéville, Eilif Mueller, Andrew P. Davison, Sami El Boustani, Alain Destexhe
Simulation of networks of spiking neurons: A review of tools and strategies. J. Comput. Neurosci. 23 (3) (2007)
Jochen M. Eppler, Hans E. Plesser, Abigail Morrison, Markus Diesmann, Marc-Oliver Gewaltig
Multithreaded and Distributed Simulation of Large Biological Neuronal Networks. PVM/MPI (2007)
Abigail Morrison, Sirko Straube, Hans Ekkehard Plesser, Markus Diesmann
Exact Subthreshold Integration with Continuous Spike Times in Discrete-Time Neural Network Simulations. Neural Comput. 19 (1) (2007)
Ruben Guerrero-Rivera, Abigail Morrison, Markus Diesmann, Tim C. Pearce
Programmable Logic Construction Kits for Hyper-Real-Time Neuronal Modeling. Neural Comput. 18 (11) (2006)
Abigail Morrison, Carsten Mehring, Theo Geisel, Ad Aertsen, Markus Diesmann
Advancing the Boundaries of High-Connectivity Network Simulation with Distributed Computing. Neural Comput. 17 (8) (2005)
Tom Tetzlaff, Abigail Morrison, Theo Geisel, Markus Diesmann
Consequences of realistic network size on the stability of embedded synfire chains. Neurocomputing (2004)