Peer reviewed articles
Journal Article
Learning Interacting Theories from Data
Physical review / X 13(4), 041033 (2023) [10.1103/PhysRevX.13.041033]
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Journal Article - Online First
Eightwise switching mechanism in memristive SrTiO 3 devices and its implications on the device performance
Physica status solidi / A 1, pssa.202300483 (2023) [10.1002/pssa.202300483]
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Journal Article
Sequence learning in a spiking neuronal network with memristive synapses
Neuromorphic computing and engineering 3, 034014 (2023) [10.1088/2634-4386/acf1c4]
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Journal Article
A refined information processing capacity metric allows an in-depth analysis of memory and nonlinearity trade-offs in neurocomputational systems
Scientific reports 13(1), 10517 (2023) [10.1038/s41598-023-37604-0]
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Journal Article
Statistical temporal pattern extraction by neuronal architecture
Physical review research 5(3), 033177 (2023) [10.1103/PhysRevResearch.5.033177]
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Journal Article
neuroAIx-Framework: design of future neuroscience simulation systems exhibiting execution of the cortical microcircuit model 20× faster than biological real-time
Frontiers in computational neuroscience 17, 1144143 (2023) [10.3389/fncom.2023.1144143]
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Journal Article
Coherent noise enables probabilistic sequence replay in spiking neuronal networks
PLoS Computational Biology 19(5), 5 (2023) [10.1371/journal.pcbi.1010989]
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Journal Article
System model of neuromorphic sequence learning on a memristive crossbar array
Neuromorphic computing and engineering 3, 024002 (2023) [10.1088/2634-4386/acca45]
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Journal Article
Tailor-made synaptic dynamics based on memristive devices
Frontiers in electronic materials 3, 1061269 (2023) [10.3389/femat.2023.1061269]
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Journal Article
The operating system of the neuromorphic BrainScaleS-1 system
Neurocomputing 501, 790 - 810 (2022) [10.1016/j.neucom.2022.05.081]
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Journal Article
Characteristic columnar connectivity caters to cortical computation: Replication, simulation, and evaluation of a microcircuit model
Frontiers in integrative neuroscience 16, 923468 (2022) [10.3389/fnint.2022.923468] special issue: "Reproducability in Neuroscience"
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Journal Article
Unified field theoretical approach to deep and recurrent neuronal networks
Journal of statistical mechanics: theory and experiment 2022(10), 103401 (2022) [10.1088/1742-5468/ac8e57]
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Journal Article
Decomposing neural networks as mappings of correlation functions
Physical review research 4(4), 043143 (2022) [10.1103/PhysRevResearch.4.043143]
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Journal Article
Learning and replaying spatiotemporal sequences: A replication study
Frontiers in integrative neuroscience 16, 113 (2022) [10.3389/fnint.2022.974177]
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Journal Article
Effect of electron conduction on the read noise characteristics in ReRAM devices
APL materials 10(10), 101114 - (2022) [10.1063/5.0109787]
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Journal Article
A Deep Study of Resistance Switching Phenomena in TaO x ReRAM Cells: System‐Theoretic Dynamic Route Map Analysis and Experimental Verification
Advanced electronic materials 8(8), 2200182 - (2022) [10.1002/aelm.202200182]
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Journal Article
Strategies to Control the Relaxation Kinetics of Ag‐Based Diffusive Memristors and Implications for Device Operation
Advanced electronic materials 8(11), 2200549 - (2022) [10.1002/aelm.202200549]
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Journal Article
Verification of a neuromorphic computing network simulator using experimental traffic data
Frontiers in neuroscience 16, 958343 (2022) [10.3389/fnins.2022.958343]
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Journal Article
Mixed-mode chimera states in pendula networks
Chaos 32(10), 103118 - (2022) [10.1063/5.0103071]
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Journal Article
Disentangling ionic and electronic contributions to the switching dynamics of memristive Pr 0.7 Ca 0.3 MnO 3 / Al devices by employing a two-resistor model
Physical review materials 6(9), 095002 (2022) [10.1103/PhysRevMaterials.6.095002]
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Journal Article
Filamentary TaO x /HfO 2 ReRAM Devices for Neural Networks Training with Analog In‐Memory Computing
Advanced electronic materials 8(10), 2200448 - (2022) [10.1002/aelm.202200448]
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Journal Article
A System-on-Chip Based Hybrid Neuromorphic Compute Node Architecture for Reproducible Hyper-Real-Time Simulations of Spiking Neural Networks
Frontiers in neuroinformatics 16, 884033 (2022) [10.3389/fninf.2022.884033] special issue: "Neuroscience, Computing, Performance, and Benchmarks: Why It Matters to Neuroscience How Fast We Can Compute"
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Journal Article
Fast Simulation of a Multi-Area Spiking Network Model of Macaque Cortex on an MPI-GPU Cluster
Frontiers in neuroinformatics 16, 883333 (2022) [10.3389/fninf.2022.883333]
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Journal Article
Routing brain traffic through the von Neumann bottleneck: Efficient cache usage in spiking neural network simulation code on general purpose computers
Parallel computing 113, 102952 - (2022) [10.1016/j.parco.2022.102952]
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Journal Article
Sequence learning, prediction, and replay in networks of spiking neurons
PLoS Computational Biology 18, e1010233 (2022) [10.1371/journal.pcbi.1010233]
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Journal Article
A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware
Frontiers in neuroscience 16, 884128 (2022) [10.3389/fnins.2022.884128]
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Journal Article
Sub-realtime simulation of a neuronal network of natural density
Neuromorphic computing and engineering 2(2), 021001 (2022) [10.1088/2634-4386/ac55fc] special issue: "Focus Issue on Energy Efficient Neuromorphic Devices, Systems and Algorithms"
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Journal Article
A Network Simulator for the Estimation of Bandwidth Load and Latency Created by Heterogeneous Spiking Neural Networks on Neuromorphic Computing Communication Networks
Journal of Low Power Electronics and Applications 12(2), 23 - (2022) [10.3390/jlpea12020023]
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Journal Article
The BrainScaleS-2 Accelerated Neuromorphic System With Hybrid Plasticity
Frontiers in neuroscience 16, 795876 (2022) [10.3389/fnins.2022.795876]
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Journal Article
Connectivity concepts in neuronal network modeling
PLoS Computational Biology 18(9), e1010086 (2022) [10.1371/journal.pcbi.1010086]
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Journal Article
Toward Simplified Physics-Based Memristor Modeling of Valence Change Mechanism Devices
IEEE transactions on circuits and systems / 2 69(5), 2473 - 2477 (2022) [10.1109/TCSII.2022.3160304]
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Journal Article
Cortical oscillations support sampling-based computations in spiking neural networks
PLoS Computational Biology 18, 3, 1-41 (2022) [10.1371/journal.pcbi.1009753]
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Journal Article
A Modular Workflow for Performance Benchmarking of Neuronal Network Simulations
Frontiers in neuroinformatics 16, 837549 (2022) [10.3389/fninf.2022.837549]
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Journal Article
Routing Brain Traffic Through the Von Neumann Bottleneck: Parallel Sorting and Refactoring
Frontiers in neuroinformatics 15, 785068 (2022) [10.3389/fninf.2021.785068]
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Journal Article
Simulating the Cortical Microcircuit Significantly Faster Than Real Time on the IBM INC-3000 Neural Supercomputer
Frontiers in neuroscience 15, 728460 (2022) [10.3389/fnins.2021.728460]
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Journal Article
Chemical Structure of Conductive Filaments in Tantalum Oxide Memristive Devices and Its Implications for the Formation Mechanism
Advanced electronic materials 8(8), 2100936 - (2022) [10.1002/aelm.202100936]
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Journal Article
Effect of the Threshold Kinetics on the Filament Relaxation Behavior of Ag‐Based Diffusive Memristors
Advanced functional materials 32(15), 2111242 - (2022) [10.1002/adfm.202111242]
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Journal Article
Dynamical Characteristics of Recurrent Neuronal Networks Are Robust Against Low Synaptic Weight Resolution
Frontiers in neuroscience 15, 757790 (2021) [10.3389/fnins.2021.757790]
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Journal Article
NEST Desktop - An educational application for neuroscience
eNeuro 8(6), ENEURO.0274-21.2021 - (2021) [10.1523/ENEURO.0274-21.2021]
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Journal Article
Exploring Area-Dependent Pr0.7Ca0.3MnO3-Based Memristive Devices as Synapses in Spiking and Artificial Neural Networks
Frontiers in neuroscience 15, 661261 (2021) [10.3389/fnins.2021.661261]
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Journal Article
Event-Based Update of Synapses in Voltage-Based Learning Rules
Frontiers in neuroinformatics 15, 609147 (2021) [10.3389/fninf.2021.609147]
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Journal Article
Utilizing the Switching Stochasticity of HfO2/TiOx-Based ReRAM Devices and the Concept of Multiple Device Synapses for the Classification of Overlapping and Noisy Patterns
Frontiers in neuroscience 15, 661856 (2021) [10.3389/fnins.2021.661856]
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Journal Article
Trade-off between variability and retention of memristive epitaxial SrTiO 3 devices
APL materials 9(2), 021110 - (2021) [10.1063/5.0035707]
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Journal Article
Trade‐Off Between Data Retention and Switching Speed in Resistive Switching ReRAM Devices
Advanced electronic materials 7(1), 2000815 (2021) [10.1002/aelm.202000815]
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Journal Article
HRS Instability in Oxide-Based Bipolar Resistive Switching Cells
IEEE transactions on electron devices 67(10), 4208 - 4215 (2020) [10.1109/TED.2020.3018096]
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Journal Article
In‐Memory Binary Vector–Matrix Multiplication Based on Complementary Resistive Switches
Advanced intelligent systems 2(10), 2070100 - (2020) [10.1002/aisy.202070100]
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Journal Article
Minimal chimera states in phase-lag coupled mechanical oscillators
European physical journal special topics 229(12-13), 2205 - 2214 (2020) [10.1140/epjst/e2020-900270-4]
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Journal Article
Variability-Aware Modeling of Filamentary Oxide-Based Bipolar Resistive Switching Cells Using SPICE Level Compact Models
IEEE transactions on circuits and systems / 1 Regular papers 67(12), 4618 - 4630 (2020) [10.1109/TCSI.2020.3018502]
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Journal Article
Comprehensive model for the electronic transport in Pt/SrTi O 3 analog memristive devices
Physical review / B 102(3), 035307 (2020) [10.1103/PhysRevB.102.035307]
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Journal Article
Firing rate homeostasis counteracts changes in stability of recurrent neural networks caused by synapse loss in Alzheimer’s disease
PLoS Computational Biology 16(8), e1007790 - (2020) [10.1371/journal.pcbi.1007790]
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Journal Article
Efficient Communication in Distributed Simulations of Spiking Neuronal Networks With Gap Junctions
Frontiers in neuroinformatics 14, 12 (2020) [10.3389/fninf.2020.00012]
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Journal Article
Real-time cortical simulation on neuromorphic hardware
Philosophical transactions of the Royal Society of London / A Mathematical, physical and engineering sciences Series A 378(2164), 20190160 - (2020) [10.1098/rsta.2019.0160]
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Journal Article
Deterministic networks for probabilistic computing
Scientific reports 9(1), 18303 (2019) [10.1038/s41598-019-54137-7]
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Journal Article
Exploiting the switching dynamics of HfO2/TiOx-based ReRAM devices for reliable analogue memristive behaviour
APL materials 7, 091105 (2019) [10.1063/1.5108654]
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Journal Article
The Scientific Case for Brain Simulations
Neuron 102(4), 735 - 744 (2019) [10.1016/j.neuron.2019.03.027]
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