Abigail Morrison

79 papers A* 3A 1B 4Journal 62Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Brain-OF: An Omnifunctional Foundation Model for fMRI, EEG and MEG. CoRR Hanning Guo, Farah Abdellatif, Hanwen Bi, Andrei Galbenus, Nadim Joni Shah, Abigail Morrison, Jürgen Dammers
2026	A*	`conf`	Self-Supervised Learning Based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation. AAAI Qin Wang, Alessio Quercia, Benjamin Bruns, Abigail Morrison, Hanno Scharr, Kai Krajsek
2025	J	`jnl`	1LoRA: Summation Compression for Very Low-Rank Adaptation. CoRR Alessio Quercia, Zhuo Cao, Arya Bangun, Richard D. Paul, Abigail Morrison, Ira Assent, Hanno Scharr
2025	—	`conf`	Complexity and Criticality in Neuro-Inspired Reservoirs. ICANN (1) Michiel van der Vlag, Alper Yegenoglu, Cristian Jimenez-Romero, Abigail Morrison, Sandra Diaz-Pier
2025	J	`jnl`	Efficient Epistemic Uncertainty Estimation in Cerebrovascular Segmentation. CoRR Omini Rathore, Richard Paul, Abigail Morrison, Hanno Scharr, Elisabeth Pfaehler
2025	A	`conf`	Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks. WACV Alessio Quercia, Erenus Yildiz, Zhuo Cao, Kai Krajsek, Abigail Morrison, Ira Assent, Hanno Scharr
2025	J	`jnl`	Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks. CoRR Alessio Quercia, Erenus Yildiz, Zhuo Cao, Kai Krajsek, Abigail Morrison, Ira Assent, Hanno Scharr
2025	J	`jnl`	Focal Sampling: SGD biased towards early important samples for efficient image classification with augmentation selection. Knowl. Inf. Syst. Alessio Quercia, Fernanda Nader, Abigail Morrison, Hanno Scharr, Ira Assent
2025	J	`jnl`	NESTML: a generic modeling language and code generation tool for the simulation of spiking neural networks with advanced plasticity rules. Frontiers Neuroinformatics Charl A. P. Linssen, Pooja N. Babu, Jochen M. Eppler, Luca Koll, Bernhard Rumpe, Abigail Morrison
2025	J	`jnl`	Scalable Construction of Spiking Neural Networks using up to thousands of GPUs. CoRR Bruno Golosio, Gianmarco Tiddia, Jose Villamar, Luca Pontisso, Luca Sergi, Francesco Simula, Pooja N. Babu, Elena Pastorelli, Abigail Morrison, Markus Diesmann, Alessandro Lonardo, Pier Stanislao Paolucci, Johanna Senk
2025	J	`jnl`	SymSeqBench: a unified framework for the generation and analysis of rule-based symbolic sequences and datasets. CoRR Barna Zajzon, Younes Bouhadjar, Maxime Fabre, Felix Schmidt, Noah Ostendorf, Emre Neftci, Abigail Morrison, Renato C. Duarte
2025	A*	`conf`	XAIguiFormer: explainable artificial intelligence guided transformer for brain disorder identification. ICLR Hanning Guo, Farah Abdellatif, Yu Fu, N. Jon Shah, Abigail Morrison, Jürgen Dammers
2024	J	`jnl`	Emergent communication enhances foraging behavior in evolved swarms controlled by spiking neural networks. Swarm Intell. Cristian Jimenez-Romero, Alper Yegenoglu, Aarón Pérez Martín, Sandra Diaz-Pier, Abigail Morrison
2024	—	`conf`	Empirical Comparison Between Cross-Validation and Mutation-Validation in Model Selection. IDA (2) Jinyang Yu, Sami Hamdan, Leonard Sasse, Abigail Morrison, Kaustubh R. Patil
2024	J	`jnl`	Machine learning inspired models for Hall effects in non-collinear magnets. Mach. Learn. Sci. Technol. Jonathan Kipp, Fabian R. Lux, Thorben Pürling, Abigail Morrison, Stefan Blügel, Daniele Pinna, Yuriy Mokrousov
2024	J	`jnl`	Multiscale co-simulation design pattern for neuroscience applications. Frontiers Neuroinformatics Lionel Kusch, Sandra Diaz-Pier, Wouter Klijn, Kim Sontheimer, Christophe Bernard, Abigail Morrison, Viktor K. Jirsa
2023	J	`jnl`	Empirical Comparison between Cross-Validation and Mutation-Validation in Model Selection. CoRR Jinyang Yu, Sami Hamdan, Leonard Sasse, Abigail Morrison, Kaustubh R. Patil
2023	J	`jnl`	Runtime Construction of Large-Scale Spiking Neuronal Network Models on GPU Devices. CoRR Bruno Golosio, Jose Villamar, Gianmarco Tiddia, Elena Pastorelli, Jonas Stapmanns, Viviana Fanti, Pier Stanislao Paolucci, Abigail Morrison, Johanna Senk
2023	A*	`conf`	SGD Biased towards Early Important Samples for Efficient Training. ICDM Alessio Quercia, Abigail Morrison, Hanno Scharr, Ira Assent
2022	J	`jnl`	A System-on-Chip Based Hybrid Neuromorphic Compute Node Architecture for Reproducible Hyper-Real-Time Simulations of Spiking Neural Networks. Frontiers Neuroinformatics Guido Trensch, Abigail Morrison
2022	J	`jnl`	Brain signal predictions from multi-scale networks using a linearized framework. PLoS Comput. Biol. Espen Hagen, Steinn H. Magnusson, Torbjørn V. Ness, Geir Halnes, Pooja N. Babu, Charl A. P. Linssen, Abigail Morrison, Gaute T. Einevoll
2022	J	`jnl`	Deploying and Optimizing Embodied Simulations of Large-Scale Spiking Neural Networks on HPC Infrastructure. Frontiers Neuroinformatics 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
2022	J	`jnl`	Emergent communication enhances foraging behaviour in evolved swarms controlled by Spiking Neural Networks. CoRR Cristian Jimenez-Romero, Alper Yegenoglu, Aarón Pérez Martín, Sandra Diaz-Pier, Abigail Morrison
2022	J	`jnl`	Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn. Frontiers Comput. Neurosci. 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
2022	J	`jnl`	Exploring hyper-parameter spaces of neuroscience models on high performance computers with Learning to Learn. CoRR 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
2022	J	`jnl`	Phenomenological modeling of diverse and heterogeneous synaptic dynamics at natural density. CoRR Agnes Korcsak-Gorzo, Charl A. P. Linssen, Jasper Albers, Stefan Dasbach, Renato C. Duarte, Susanne Kunkel, Abigail Morrison, Johanna Senk, Jonas Stapmanns, Tom Tetzlaff, Markus Diesmann, Sacha J. van Albada
2021	J	`jnl`	ConGen - A Simulator-Agnostic Visual Language for Definition and Generation of Connectivity in Large and Multiscale Neural Networks. Frontiers Neuroinformatics Patrick Herbers, Iago Calvo, Sandra Diaz-Pier, Óscar D. Robles, Susana Mata, Pablo Toharia, Luis Pastor, Alexander Peyser, Abigail Morrison, Wouter Klijn
2021	J	`jnl`	Unsupervised Learning and Clustered Connectivity Enhance Reinforcement Learning in Spiking Neural Networks. Frontiers Comput. Neurosci. Philipp Weidel, Renato C. Duarte, Abigail Morrison
2020	J	`jnl`	Firing rate homeostasis counteracts changes in stability of recurrent neural networks caused by synapse loss in Alzheimer's disease. PLoS Comput. Biol. Claudia Bachmann, Tom Tetzlaff, Renato C. Duarte, Abigail Morrison
2019	J	`jnl`	A Closed-Loop Toolchain for Neural Network Simulations of Learning Autonomous Agents. Frontiers Comput. Neurosci. Jakob Jordan, Philipp Weidel, Abigail Morrison
2019	J	`jnl`	Leveraging heterogeneity for neural computation with fading memory in layer 2/3 cortical microcircuits. PLoS Comput. Biol. Renato C. Duarte, Abigail Morrison
2019	J	`jnl`	Passing the Message: Representation Transfer in Modular Balanced Networks. Frontiers Comput. Neurosci. Barna Zajzon, Sepehr Mahmoudian, Abigail Morrison, Renato Carlos Farinha Duarte
2019	—	`conf`	Staged deployment of interactive multi-application HPC workflows. HPCS Wouter Klijn, Sandra Diaz-Pier, Abigail Morrison, Alexander Peyser
2019	J	`jnl`	Staged deployment of interactive multi-application HPC workflows. CoRR Wouter Klijn, Sandra Diaz-Pier, Abigail Morrison, Alexander Peyser
2018	J	`jnl`	Automatically Selecting a Suitable Integration Scheme for Systems of Differential Equations in Neuron Models. Frontiers Neuroinformatics Inga Blundell, Dimitri Plotnikov, Jochen M. Eppler, Abigail Morrison
2018	J	`jnl`	Code Generation in Computational Neuroscience: A Review of Tools and Techniques. Frontiers Neuroinformatics 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
2018	B	`conf`	Encoding symbolic sequences with spiking neural reservoirs. IJCNN Renato C. Duarte, Marvin Uhlmann, Dick den van Broek, Hartmut Fitz, Karl Magnus Petersson, Abigail Morrison
2018	J	`jnl`	Reproducing Polychronization: A Guide to Maximizing the Reproducibility of Spiking Network Models. Frontiers Neuroinformatics Robin Pauli, Philipp Weidel, Susanne Kunkel, Abigail Morrison
2018	J	`jnl`	Rigorous Neural Network Simulations: A Model Substantiation Methodology for Increasing the Correctness of Simulation Results in the Absence of Experimental Validation Data. Frontiers Neuroinformatics Guido Trensch, Robin Gutzen, Inga Blundell, Michael Denker, Abigail Morrison
2018	J	`jnl`	Toward Rigorous Parameterization of Underconstrained Neural Network Models Through Interactive Visualization and Steering of Connectivity Generation. Frontiers Neuroinformatics Christian Nowke, Sandra Diaz-Pier, Benjamin Weyers, Bernd Hentschel, Abigail Morrison, Torsten W. Kuhlen, Alexander Peyser
2018	B	`conf`	Transferring State Representations in Hierarchical Spiking Neural Networks. IJCNN Barna Zajzon, Renato C. Duarte, Abigail Morrison
2017	J	`jnl`	Homologous Basal Ganglia Network Models in Physiological and Parkinsonian Conditions. Frontiers Comput. Neurosci. Jyotika Bahuguna, Tom Tetzlaff, Arvind Kumar, Jeanette Hellgren Kotaleski, Abigail Morrison
2016	J	`jnl`	Closed Loop Interactions between Spiking Neural Network and Robotic Simulators Based on MUSIC and ROS. Frontiers Neuroinformatics Philipp Weidel, Mikael Djurfeldt, Renato C. Duarte, Abigail Morrison
2016	J	`jnl`	Closed loop interactions between spiking neural network and robotic simulators based on MUSIC and ROS. CoRR Philipp Weidel, Mikael Djurfeldt, Renato Carlos Farinha Duarte, Abigail Morrison
2016	J	`jnl`	Effects of Calcium Spikes in the Layer 5 Pyramidal Neuron on Coincidence Detection and Activity Propagation. Frontiers Comput. Neurosci. Yansong Chua, Abigail Morrison
2016	—	`conf`	NESTML: a modeling language for spiking neurons. Modellierung Dimitri Plotnikov, Inga Blundell, Tammo Ippen, Jochen Martin Eppler, Abigail Morrison, Bernhard Rumpe
2016	J	`jnl`	NESTML: a modeling language for spiking neurons. CoRR Dimitri Plotnikov, Bernhard Rumpe, Inga Blundell, Tammo Ippen, Jochen Martin Eppler, Abigail Morrison
2015	J	`jnl`	Modeling the calcium spike as a threshold triggered fixed waveform for synchronous inputs in the fluctuation regime. Frontiers Comput. Neurosci. Yansong Chua, Moritz Helias, Abigail Morrison
2015	J	`jnl`	Reconstruction of recurrent synaptic connectivity of thousands of neurons from simulated spiking activity. J. Comput. Neurosci. Yury V. Zaytsev, Abigail Morrison, Moritz Deger
2014	J	`jnl`	CyNEST: a maintainable Cython-based interface for the NEST simulator. Frontiers Neuroinformatics Yury V. Zaytsev, Abigail Morrison
2014	J	`jnl`	Dynamic stability of sequential stimulus representations in adapting neuronal networks. Frontiers Comput. Neurosci. Renato Carlos Farinha Duarte, Abigail Morrison
2014	J	`jnl`	Liquid computing on and off the edge of chaos with a striatal microcircuit. Frontiers Comput. Neurosci. Carlos Toledo-Suárez, Renato Carlos Farinha Duarte, Abigail Morrison
2014	—	`ch.`	NEST: The Neural Simulation Tool. Encyclopedia of Computational Neuroscience Hans Ekkehard Plesser, Markus Diesmann, Marc-Oliver Gewaltig, Abigail Morrison
2014	B	`conf`	Self-Organized Artificial Grammar Learning in Spiking Neural Networks. CogSci Renato Carlos Farinha Duarte, Peggy Seriès, Abigail Morrison
2014	J	`jnl`	Spiking network simulation code for petascale computers. Frontiers Neuroinformatics Susanne Kunkel, Maximilian Schmidt, Jochen Martin Eppler, Hans Ekkehard Plesser, Gen Masumoto, Jun Igarashi, Shin Ishii, Tomoki Fukai, Abigail Morrison, Markus Diesmann, Moritz Helias
2013	—	`conf`	Integrating Brain Structure and Dynamics on Supercomputers. BrainComp Sacha J. van Albada, Susanne Kunkel, Abigail Morrison, Markus Diesmann
2012	J	`jnl`	Increasing quality and managing complexity in neuroinformatics software development with continuous integration. Frontiers Neuroinformatics Yury V. Zaytsev, Abigail Morrison
2012	—	`conf`	Learning from Delayed Reward und Punishment in a Spiking Neural Network Model of Basal Ganglia with Opposing D1/D2 Plasticity. ICANN (1) Jenia Jitsev, Nobi Abraham, Abigail Morrison, Marc Tittgemeyer
2012	B	`conf`	Learning from positive and negative rewards in a spiking neural network model of basal ganglia. IJCNN Jenia Jitsev, Abigail Morrison, Marc Tittgemeyer
2012	J	`jnl`	Supercomputers Ready for Use as Discovery Machines for Neuroscience. Frontiers Neuroinformatics Moritz Helias, Susanne Kunkel, Gen Masumoto, Jun Igarashi, Jochen Martin Eppler, Shin Ishii, Tomoki Fukai, Abigail Morrison, Markus Diesmann
2011	J	`jnl`	A reafferent and feed-forward model of song syntax generation in the Bengalese finch. J. Comput. Neurosci. Alexander Hanuschkin, Markus Diesmann, Abigail Morrison
2011	J	`jnl`	An Imperfect Dopaminergic Error Signal Can Drive Temporal-Difference Learning. PLoS Comput. Biol. Wiebke Potjans, Markus Diesmann, Abigail Morrison
2011	J	`jnl`	Compositionality of arm movements can be realized by propagating synchrony. J. Comput. Neurosci. Alexander Hanuschkin, J. Michael Herrmann, Abigail Morrison, Markus Diesmann
2011	J	`jnl`	Meeting the Memory Challenges of Brain-Scale Network Simulation. Frontiers Neuroinformatics Susanne Kunkel, Tobias C. Potjans, Jochen M. Eppler, Hans Ekkehard Plesser, Abigail Morrison, Markus Diesmann
2010	J	`jnl`	A Compositionality Machine Realized by a Hierarchic Architecture of Synfire Chains. Frontiers Comput. Neurosci. Sven Schrader, Markus Diesmann, Abigail Morrison
2010	J	`jnl`	A General and Efficient Method for Incorporating Precise Spike Times in Globally Time-Driven Simulations. Frontiers Neuroinformatics Alexander Hanuschkin, Susanne Kunkel, Moritz Helias, Abigail Morrison, Markus Diesmann
2010	J	`jnl`	Efficient Identification of Assembly Neurons within Massively Parallel Spike Trains. Comput. Intell. Neurosci. Denise Berger, Christian Borgelt, Sebastien Louis, Abigail Morrison, Sonja Grün
2010	J	`jnl`	Enabling Functional Neural Circuit Simulations with Distributed Computing of Neuromodulated Plasticity. Frontiers Comput. Neurosci. Wiebke Potjans, Abigail Morrison, Markus Diesmann
2010	J	`jnl`	Limits to the Development of Feed-Forward Structures in Large Recurrent Neuronal Networks. Frontiers Comput. Neurosci. Susanne Kunkel, Markus Diesmann, Abigail Morrison
2009	J	`jnl`	A Spiking Neural Network Model of an Actor-Critic Learning Agent. Neural Comput. Wiebke Potjans, Abigail Morrison, Markus Diesmann
2008	J	`jnl`	Phenomenological models of synaptic plasticity based on spike timing. Biol. Cybern. Abigail Morrison, Markus Diesmann, Wulfram Gerstner
2007	—	`conf`	Efficient Parallel Simulation of Large-Scale Neuronal Networks on Clusters of Multiprocessor Computers. Euro-Par Hans E. Plesser, Jochen M. Eppler, Abigail Morrison, Markus Diesmann, Marc-Oliver Gewaltig
2007	J	`jnl`	Exact Subthreshold Integration with Continuous Spike Times in Discrete-Time Neural Network Simulations. Neural Comput. Abigail Morrison, Sirko Straube, Hans Ekkehard Plesser, Markus Diesmann
2007	—	`conf`	Multithreaded and Distributed Simulation of Large Biological Neuronal Networks. PVM/MPI Jochen M. Eppler, Hans E. Plesser, Abigail Morrison, Markus Diesmann, Marc-Oliver Gewaltig
2007	J	`jnl`	Simulation of networks of spiking neurons: A review of tools and strategies. J. Comput. Neurosci. 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 B. Muller, Andrew P. Davison, Sami El Boustani, Alain Destexhe
2007	J	`jnl`	Spike-Timing-Dependent Plasticity in Balanced Random Networks. Neural Comput. Abigail Morrison, Ad Aertsen, Markus Diesmann
2006	J	`jnl`	Programmable Logic Construction Kits for Hyper-Real-Time Neuronal Modeling. Neural Comput. Ruben Guerrero-Rivera, Abigail Morrison, Markus Diesmann, Tim C. Pearce
2005	J	`jnl`	Advancing the Boundaries of High-Connectivity Network Simulation with Distributed Computing. Neural Comput. Abigail Morrison, Carsten Mehring, Theo Geisel, Ad Aertsen, Markus Diesmann
2004	J	`jnl`	Consequences of realistic network size on the stability of embedded synfire chains. Neurocomputing Tom Tetzlaff, Abigail Morrison, Theo Geisel, Markus Diesmann