JuLib | Articles & more - {"Computational and Systems Neuroscience; INM-6"}

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Dissertation / PhD Thesis

Statistical temporal pattern extraction by neuronal architecture

Nestler, Sandra
2023

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

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”
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2

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

Bouhadjar, Younes
2023

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”
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3

Coherent noise enables probabilistic sequence replay in spiking neuronal networks

Bouhadjar, Younes
2023

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

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”
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4

Neuronal extraction of statistical patterns embedded in time series

Nestler, Sandra
2023

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

5

A statistical perspective on learning of time series in neural networks

Nestler, Sandra
2023

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

6

Neural networks learning structure in temporal signals

Nestler, Sandra
2023

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

7

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

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”
OpenAccess

8

Sequence learning in a spiking neuronal network with memristive synapses

Bouhadjar, Younes
2023

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

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”
OpenAccess

9

Preprint

Optimal signal propagation in ResNets through residual scaling

Fischer, Kirsten
2023

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”
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10

Optimal signal propagation in ResNets through residual scaling

Fischer, Kirsten
2023

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

11

Statistical Mechanics of Neural Networks

Fischer, Kirsten
2023

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

12

Residual scaling enables optimal signal propagation in ResNets

Fischer, Kirsten
2023

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

13

Information transfer between correlation functions in neural networks

Fischer, Kirsten
2023

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

14

Dynamics and function of heterogeneous neural networks

Dahmen, David
2023

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”

15

Learning Interacting Theories from Data

Merger, Claudia
2023

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

“...Computational and Systems Neuroscience; INM-6 Computational and Systems Neuroscience...”
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