Peer reviewed articles

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Learning Interacting Theories from Data
Physical review / X 13(4), 041033 () [10.1103/PhysRevX.13.041033] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Eightwise switching mechanism in memristive SrTiO 3 devices and its implications on the device performance
Physica status solidi / A 1, pssa.202300483 () [10.1002/pssa.202300483]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Sequence learning in a spiking neuronal network with memristive synapses
Neuromorphic computing and engineering 3, 034014 () [10.1088/2634-4386/acf1c4] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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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 () [10.1038/s41598-023-37604-0] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Statistical temporal pattern extraction by neuronal architecture
Physical review research 5(3), 033177 () [10.1103/PhysRevResearch.5.033177] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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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 () [10.3389/fncom.2023.1144143] DBCoverage BibTeX | EndNote: XML, Text | RIS

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Coherent noise enables probabilistic sequence replay in spiking neuronal networks
PLoS Computational Biology 19(5), 5 () [10.1371/journal.pcbi.1010989] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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System model of neuromorphic sequence learning on a memristive crossbar array
Neuromorphic computing and engineering 3, 024002 () [10.1088/2634-4386/acca45] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Tailor-made synaptic dynamics based on memristive devices
Frontiers in electronic materials 3, 1061269 () [10.3389/femat.2023.1061269] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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The operating system of the neuromorphic BrainScaleS-1 system
Neurocomputing 501, 790 - 810 () [10.1016/j.neucom.2022.05.081] BibTeX | EndNote: XML, Text | RIS

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Characteristic columnar connectivity caters to cortical computation: Replication, simulation, and evaluation of a microcircuit model
Frontiers in integrative neuroscience 16, 923468 () [10.3389/fnint.2022.923468] special issue: "Reproducability in Neuroscience" OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Unified field theoretical approach to deep and recurrent neuronal networks
Journal of statistical mechanics: theory and experiment 2022(10), 103401 () [10.1088/1742-5468/ac8e57] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Decomposing neural networks as mappings of correlation functions
Physical review research 4(4), 043143 () [10.1103/PhysRevResearch.4.043143] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Learning and replaying spatiotemporal sequences: A replication study
Frontiers in integrative neuroscience 16, 113 () [10.3389/fnint.2022.974177] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Effect of electron conduction on the read noise characteristics in ReRAM devices
APL materials 10(10), 101114 - () [10.1063/5.0109787] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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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 - () [10.1002/aelm.202200182] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Strategies to Control the Relaxation Kinetics of Ag‐Based Diffusive Memristors and Implications for Device Operation
Advanced electronic materials 8(11), 2200549 - () [10.1002/aelm.202200549] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Verification of a neuromorphic computing network simulator using experimental traffic data
Frontiers in neuroscience 16, 958343 () [10.3389/fnins.2022.958343] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Mixed-mode chimera states in pendula networks
Chaos 32(10), 103118 - () [10.1063/5.0103071] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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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 () [10.1103/PhysRevMaterials.6.095002] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Filamentary TaO x /HfO 2 ReRAM Devices for Neural Networks Training with Analog In‐Memory Computing
Advanced electronic materials 8(10), 2200448 - () [10.1002/aelm.202200448] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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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 () [10.3389/fninf.2022.884033] special issue: "Neuroscience, Computing, Performance, and Benchmarks: Why It Matters to Neuroscience How Fast We Can Compute" OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Fast Simulation of a Multi-Area Spiking Network Model of Macaque Cortex on an MPI-GPU Cluster
Frontiers in neuroinformatics 16, 883333 () [10.3389/fninf.2022.883333] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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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 - () [10.1016/j.parco.2022.102952] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Sequence learning, prediction, and replay in networks of spiking neurons
PLoS Computational Biology 18, e1010233 () [10.1371/journal.pcbi.1010233] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware
Frontiers in neuroscience 16, 884128 () [10.3389/fnins.2022.884128] DBCoverage BibTeX | EndNote: XML, Text | RIS

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Sub-realtime simulation of a neuronal network of natural density
Neuromorphic computing and engineering 2(2), 021001 () [10.1088/2634-4386/ac55fc] special issue: "Focus Issue on Energy Efficient Neuromorphic Devices, Systems and Algorithms" OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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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 - () [10.3390/jlpea12020023] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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The BrainScaleS-2 Accelerated Neuromorphic System With Hybrid Plasticity
Frontiers in neuroscience 16, 795876 () [10.3389/fnins.2022.795876] DBCoverage BibTeX | EndNote: XML, Text | RIS

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Connectivity concepts in neuronal network modeling
PLoS Computational Biology 18(9), e1010086 () [10.1371/journal.pcbi.1010086] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Toward Simplified Physics-Based Memristor Modeling of Valence Change Mechanism Devices
IEEE transactions on circuits and systems / 2 69(5), 2473 - 2477 () [10.1109/TCSII.2022.3160304] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Cortical oscillations support sampling-based computations in spiking neural networks
PLoS Computational Biology 18, 3, 1-41 () [10.1371/journal.pcbi.1009753] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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A Modular Workflow for Performance Benchmarking of Neuronal Network Simulations
Frontiers in neuroinformatics 16, 837549 () [10.3389/fninf.2022.837549] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Routing Brain Traffic Through the Von Neumann Bottleneck: Parallel Sorting and Refactoring
Frontiers in neuroinformatics 15, 785068 () [10.3389/fninf.2021.785068] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Simulating the Cortical Microcircuit Significantly Faster Than Real Time on the IBM INC-3000 Neural Supercomputer
Frontiers in neuroscience 15, 728460 () [10.3389/fnins.2021.728460] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Chemical Structure of Conductive Filaments in Tantalum Oxide Memristive Devices and Its Implications for the Formation Mechanism
Advanced electronic materials 8(8), 2100936 - () [10.1002/aelm.202100936] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Effect of the Threshold Kinetics on the Filament Relaxation Behavior of Ag‐Based Diffusive Memristors
Advanced functional materials 32(15), 2111242 - () [10.1002/adfm.202111242] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Dynamical Characteristics of Recurrent Neuronal Networks Are Robust Against Low Synaptic Weight Resolution
Frontiers in neuroscience 15, 757790 () [10.3389/fnins.2021.757790] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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NEST Desktop - An educational application for neuroscience
eNeuro 8(6), ENEURO.0274-21.2021 - () [10.1523/ENEURO.0274-21.2021] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Exploring Area-Dependent Pr0.7Ca0.3MnO3-Based Memristive Devices as Synapses in Spiking and Artificial Neural Networks
Frontiers in neuroscience 15, 661261 () [10.3389/fnins.2021.661261] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Event-Based Update of Synapses in Voltage-Based Learning Rules
Frontiers in neuroinformatics 15, 609147 () [10.3389/fninf.2021.609147] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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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 () [10.3389/fnins.2021.661856] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Trade-off between variability and retention of memristive epitaxial SrTiO 3 devices
APL materials 9(2), 021110 - () [10.1063/5.0035707] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Trade‐Off Between Data Retention and Switching Speed in Resistive Switching ReRAM Devices
Advanced electronic materials 7(1), 2000815 () [10.1002/aelm.202000815] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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HRS Instability in Oxide-Based Bipolar Resistive Switching Cells
IEEE transactions on electron devices 67(10), 4208 - 4215 () [10.1109/TED.2020.3018096]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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In‐Memory Binary Vector–Matrix Multiplication Based on Complementary Resistive Switches
Advanced intelligent systems 2(10), 2070100 - () [10.1002/aisy.202070100] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Minimal chimera states in phase-lag coupled mechanical oscillators
European physical journal special topics 229(12-13), 2205 - 2214 () [10.1140/epjst/e2020-900270-4] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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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 () [10.1109/TCSI.2020.3018502] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Comprehensive model for the electronic transport in Pt/SrTi O 3 analog memristive devices
Physical review / B 102(3), 035307 () [10.1103/PhysRevB.102.035307] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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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 - () [10.1371/journal.pcbi.1007790] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Efficient Communication in Distributed Simulations of Spiking Neuronal Networks With Gap Junctions
Frontiers in neuroinformatics 14, 12 () [10.3389/fninf.2020.00012] OpenAccess  Download fulltext Files  Download fulltextFulltext Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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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 - () [10.1098/rsta.2019.0160] BibTeX | EndNote: XML, Text | RIS

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Deterministic networks for probabilistic computing
Scientific reports 9(1), 18303 () [10.1038/s41598-019-54137-7] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Exploiting the switching dynamics of HfO2/TiOx-based ReRAM devices for reliable analogue memristive behaviour
APL materials 7, 091105 () [10.1063/1.5108654] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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The Scientific Case for Brain Simulations
Neuron 102(4), 735 - 744 () [10.1016/j.neuron.2019.03.027] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Last Modified: 08.06.2022