JuLib | Articles & more

1

Poster

Neuronal extraction of statistical patterns embedded in time series

Nestler, Sandra
2023

2

Talk (non-conference)

Neural networks learning structure in temporal signals

Nestler, Sandra
2023

3

Book
Dissertation / PhD Thesis

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

Bouhadjar, Younes
2023

OpenAccess

4

Poster

Concepts for reproducible network connectivity

Senk, Johanna
2023

5

Journal Article

System model of neuromorphic sequence learning on a memristive crossbar array

Siegel, Sebastian
2023

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

OpenAccess OpenAccess OpenAccess

6

Journal Article

Coherent noise enables probabilistic sequence replay in spiking neuronal networks

Bouhadjar, Younes
2023

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

OpenAccess

7

Talk (non-conference)

A statistical perspective on learning of time series in neural networks

Nestler, Sandra
2023

8

News

HBP scientists propose guidelines for describing network connectivity

Mendes Lima, Helen
2023

9

Journal Article

Sequence learning in a spiking neuronal network with memristive synapses

Bouhadjar, Younes
2023

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

OpenAccess

10

Conference Presentation

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

Bouhadjar, Younes
2023

OpenAccess

11

Talk (non-conference)

Brain Matters #15 - Connectivity concepts in neuronal network modeling

Senk, Johanna
2023

12

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

OpenAccess

13

Journal Article

Statistical temporal pattern extraction by neuronal architecture

Nestler, Sandra
2023

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

Get full text OpenAccess

14

Poster

Unfolding recurrence by Green's functions for optimized reservoir computing

Nestler, Sandra
2022

OpenAccess

15

Preprint

Phase Space Analysis of Chaotic Neural Networks

Stubenrauch, Jakob
2022

Get full text OpenAccess

16

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

OpenAccess

17

Poster

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

Trensch, Guido
2022

OpenAccess

18

Journal Article

Connectivity concepts in neuronal network modeling

Senk, Johanna
2022

PLoS Computational Biology, 18 (2022) 9, S. e1010086

Get full text OpenAccess

19

Preprint

Sequence learning in a spiking neuronal network with memristive synapses

Bouhadjar, Younes
2022

OpenAccess

20

Journal Article

Characteristic columnar connectivity caters to cortical computation: Replication, simulation, and evaluation of a microcircuit model

Schulte to Brinke, Tobias
2022

Frontiers in integrative neuroscience, 16 (2022) S. 923468

OpenAccess

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