JuLib | Articles & more - {"Advanced Computing Architectures"}

1

Journal Article

Sequence learning in a spiking neuronal network with memristive synapses

Bouhadjar, Younes
2023

Neuromorphic computing and engineering, 3 (2023) S. 034014

“...Advanced Computing Architectures...”
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2

Journal Article

Learning Interacting Theories from Data

Merger, Claudia
2023

Physical review / X, 13 (2023) 4, S. 041033

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3

Conference Presentation

Bio-inspired sequence learning mechanisms and their implementation in a memristive neuromorphic hardware

Bouhadjar, Younes
2023

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OpenAccess

4

Journal Article

Tailor-made synaptic dynamics based on memristive devices

Bengel, Christopher
2023

Frontiers in electronic materials, 3 (2023) S. 1061269

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5

Journal Article

A refined information processing capacity metric allows an in-depth analysis of memory and nonlinearity trade-offs in neurocomputational systems

Schulte to Brinke, Tobias
2023

Scientific reports, 13 (2023) 1, S. 10517

“...Advanced Computing Architectures...”
OpenAccess

6

Journal Article

Statistical temporal pattern extraction by neuronal architecture

Nestler, Sandra
2023

Physical review research, 5 (2023) 3, S. 033177

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7

Preprint

Optimal signal propagation in ResNets through residual scaling

Fischer, Kirsten
2023

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8

Journal Article

Coherent noise enables probabilistic sequence replay in spiking neuronal networks

Bouhadjar, Younes
2023

PLoS Computational Biology, 19 (2023) 5, S. 5

“...Advanced Computing Architectures...”
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9

Book
Dissertation / PhD Thesis

A brain inspired sequence learning algorithm and foundations of a memristive hardware implementation

Bouhadjar, Younes
2023

“...Advanced Computing Architectures...”
OpenAccess

10

Journal Article

System model of neuromorphic sequence learning on a memristive crossbar array

Siegel, Sebastian
2023

Neuromorphic computing and engineering, 3 (2023) S. 024002

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11

Journal Article

Unified field theoretical approach to deep and recurrent neuronal networks

Segadlo, Kai
2022

Journal of statistical mechanics: theory and experiment, 2022 (2022) 10, S. 103401

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12

Journal Article

Simulating the Cortical Microcircuit Significantly Faster Than Real Time on the IBM INC-3000 Neural Supercomputer

Heittmann, Arne
2022

Frontiers in neuroscience, 15 (2022) S. 728460

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13

Journal Article

Chemical Structure of Conductive Filaments in Tantalum Oxide Memristive Devices and Its Implications for the Formation Mechanism

Heisig, Thomas
2022

Advanced electronic materials, 8 (2022) 8, S. 2100936 -

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14

Preprint

Phase Space Analysis of Chaotic Neural Networks

Stubenrauch, Jakob
2022

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15

Journal Article

Mixed-mode chimera states in pendula networks

Ebrahimzadeh, P.
2022

Chaos, 32 (2022) 10, S. 103118 -

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16

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

Gutsche, Alexander
2022

Physical review materials, 6 (2022) 9, S. 095002

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17

Journal Article

Decomposing neural networks as mappings of correlation functions

Fischer, Kirsten
2022

Physical review research, 4 (2022) 4, S. 043143

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18

Preprint

Decomposing neural networks as mappings of correlation functions

Fischer, Kirsten
2022

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19

Journal Article

Sub-realtime simulation of a neuronal network of natural density

Kurth, Anno C
2022

Neuromorphic computing and engineering, 2 (2022) 2, S. 021001

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20

Journal Article

A Network Simulator for the Estimation of Bandwidth Load and Latency Created by Heterogeneous Spiking Neural Networks on Neuromorphic Computing Communication Networks

Kleijnen, Robert
2022

Journal of Low Power Electronics and Applications, 12 (2022) 2, S. 23 -

“...Advanced Computing Architectures...”
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