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

1

Journal Article

A modular and adaptable analysis pipeline to compare slow cerebral rhythms across heterogeneous datasets

Gutzen, Robin
2024

Cell reports / Methods, 4 (2024) 1, S. 100681

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

2

Journal Article

Evaluating the statistical similarity of neural network activity and connectivity via eigenvector angles

Gutzen, Robin
2023

Biosystems, 223 (2023) S. 104813

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

3

Journal Article

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

4

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

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

5

Journal Article

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...”
Get full text OpenAccess

6

Journal Article

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...”
Get full text OpenAccess

7

Journal Article

Toward reproducible models of sequence learning: replication and analysis of a modular spiking network with reward-based learning

Zajzon, Barna
2023

Frontiers in integrative neuroscience, 17 (2023) S. 935177

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

8

Journal Article

Runtime Construction of Large-Scale Spiking Neuronal Network Models on GPU Devices

Golosio, Bruno
2023

Applied Sciences, 13 (2023) 17, S. 9598, 29 pages

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

9

Preprint

Runtime Construction of Large-Scale Spiking Neuronal Network Models on GPU Devices

Golosio, Bruno
2023

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

10

Poster

Linking Network and Neuron Level Correlations via Renormalized Field Theory

Dick, Michael
2023

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

11

Conference Presentation

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

Bouhadjar, Younes
2023

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

12

Poster

Anatomical Network Model with Embedded Synfire Chains is Consistent with Cortical Spatio-Temporal Spike Patterns

Kleinjohann, Alexander
2023

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

13

Book
Dissertation / PhD Thesis

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...”
OpenAccess

14

Journal Article

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...”
OpenAccess

15

Journal Article

Cortical oscillations support sampling-based computations in spiking neural networks

Korcsak-Gorzo, Agnes
2022

PLoS Computational Biology, 18 (2022) S. 3, 1-41

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

16

Journal Article

Connectivity concepts in neuronal network modeling

Senk, Johanna
2022

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

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

17

Journal Article

NNMT: Mean-Field Based Analysis Tools for Neuronal Network Models

Layer, Moritz
2022

Frontiers in neuroinformatics, 16 (2022) S. 835657

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

18

Journal Article

A Modular Workflow for Performance Benchmarking of Neuronal Network Simulations

Albers, Jasper
2022

Frontiers in neuroinformatics, 16 (2022) S. 837549

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

19

Journal Article

Latency shortening with enhanced sparseness and responsiveness in V1 during active visual sensing

Ito, Junji
2022

Scientific reports, 12 (2022) 1, S. 6021

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

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

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