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

Optimal signal propagation in ResNets through residual scaling

Fischer, Kirsten
2023

“...Advanced Computing Architectures...”

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Statistical Mechanics of Neural Networks

Fischer, Kirsten
2023

“...Advanced Computing Architectures...”

4

Statistical temporal pattern extraction by neuronal architecture

Nestler, Sandra
2023

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

“...Advanced Computing Architectures...”
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5

Neural networks learning structure in temporal signals

Nestler, Sandra
2023

“...Advanced Computing Architectures...”

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Neuronal extraction of statistical patterns embedded in time series

Nestler, Sandra
2023

“...Advanced Computing Architectures...”

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Concepts for reproducible network connectivity

Senk, Johanna
2023

“...Advanced Computing Architectures...”

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Residual scaling enables optimal signal propagation in ResNets

Fischer, Kirsten
2023

“...Advanced Computing Architectures...”

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A statistical perspective on learning of time series in neural networks

Nestler, Sandra
2023

“...Advanced Computing Architectures...”

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Information transfer between correlation functions in neural networks

Fischer, Kirsten
2023

“...Advanced Computing Architectures...”

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Routing brain traffic through the von Neumann bottleneck: Optimization strategies for efficient spike delivery in large-scale network simulations on conventional hardware

Pronold, Jari
2023

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Conference Presentation

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

Bouhadjar, Younes
2023

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OpenAccess

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Fast Simulation of a Multi-Area Spiking Network Model of Macaque Cortex on an MPI-GPU Cluster

Tiddia, Gianmarco
2022

Frontiers in neuroinformatics, 16 (2022) S. 883333

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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

Pronold, J.
2022

Parallel computing, 113 (2022) S. 102952 -

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Conference Presentation

A Neuromorphic Compute Node Architecture for Reproducible Hyper-Real-Time Simulations of Spiking Neural Networks

Trensch, Guido
2022

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OpenAccess

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A System-on-Chip Based Hybrid Neuromorphic Compute Node Architecture for Reproducible Hyper-Real-Time Simulations of Spiking Neural Networks

Trensch, Guido
2022

Frontiers in neuroinformatics, 16 (2022) S. 884033

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OpenAccess

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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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Decomposing neural networks as mappings of correlation functions

Fischer, Kirsten
2022

“...Advanced Computing Architectures...”

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Verification of a neuromorphic computing network simulator using experimental traffic data

Kleijnen, Robert
2022

Frontiers in neuroscience, 16 (2022) S. 958343

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OpenAccess

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