Alper Yegenoglu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 10

Top Topics

Formal Concept Analysis

Parameter Space

Top Venues

Frontiers Comput. Neurosci.

Publications

Cristian Jimenez-Romero, Alper Yegenoglu, Aarón Pérez Martín, Sandra Diaz-Pier, Abigail Morrison
Emergent communication enhances foraging behavior in evolved swarms controlled by spiking neural networks. Swarm Intell. 18 (1) (2024)
Elena Pastorelli, Alper Yegenoglu, Nicole Kolodziej, Willem Wybo, Francesco Simula, Sandra Diaz, Johan Frederik Storm, Pier Stanislao Paolucci
Two-compartment neuronal spiking model expressing brain-state specific apical-amplification, -isolation and -drive regimes. CoRR (2023)
Cristian Jimenez-Romero, Alper Yegenoglu, Aarón Pérez Martín, Sandra Diaz-Pier, Abigail Morrison
Emergent communication enhances foraging behaviour in evolved swarms controlled by Spiking Neural Networks. CoRR (2022)
Alper Yegenoglu, Anand Subramoney, Thorsten Hater, Cristian Jimenez-Romero, Wouter Klijn, Aaron Perez Martin, Michiel van der Vlag, Michael Herty, Abigail Morrison, Sandra Diaz-Pier
Exploring hyper-parameter spaces of neuroscience models on high performance computers with Learning to Learn. CoRR (2022)
Alper Yegenoglu, Anand Subramoney, Thorsten Hater, Cristian Jimenez-Romero, Wouter Klijn, Aaron Perez Martin, Michiel van der Vlag, Michael Herty, Abigail Morrison, Sandra Diaz-Pier
Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn. Frontiers Comput. Neurosci. 16 (2022)
Alper Yegenoglu, Kai Krajsek, Sandra Díaz-Pier, Michael Herty
Ensemble Kalman Filter Optimizing Deep Neural Networks: An Alternative Approach to Non-performing Gradient Descent. LOD (2) (2020)
Mehmet Süzen, Alper Yegenoglu
Generalised learning of time-series: Ornstein-Uhlenbeck processes. CoRR (2019)
Pietro Quaglio, Alper Yegenoglu, Emiliano Torre, Dominik Endres, Sonja Grün
Detection and Evaluation of Spatio-Temporal Spike Patterns in Massively Parallel Spike Train Data with SPADE. Frontiers Comput. Neurosci. 11 (2017)
Johanna Senk, Alper Yegenoglu, Olivier Amblet, Yury Brukau, Andrew P. Davison, David Roland Lester, Anna Lührs, Pietro Quaglio, Vahid Rostami, Andrew Rowley, Bernd Schuller, Alan Barry Stokes, Sacha Jennifer van Albada, Daniel Zielasko, Markus Diesmann, Benjamin Weyers, Michael Denker, Sonja Grün
A Collaborative Simulation-Analysis Workflow for Computational Neuroscience Using HPC. JHPCS (2016)
Alper Yegenoglu, Pietro Quaglio, Emiliano Torre, Sonja Grün, Dominik Endres
Exploring the Usefulness of Formal Concept Analysis for Robust Detection of Spatio-temporal Spike Patterns in Massively Parallel Spike Trains. ICCS (2016)