Alper Yegenoglu

Orcid: 0000-0001-8869-215X

According to our database1, Alper Yegenoglu authored at least 11 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Emergent communication enhances foraging behavior in evolved swarms controlled by spiking neural networks.
Swarm Intell., March, 2024

2023
Gradient-free optimization of artificial and biological networks using learning to learn.
PhD thesis, 2023

Two-compartment neuronal spiking model expressing brain-state specific apical-amplification, -isolation and -drive regimes.
CoRR, 2023

2022
Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn.
Frontiers Comput. Neurosci., 2022

Emergent communication enhances foraging behaviour in evolved swarms controlled by Spiking Neural Networks.
CoRR, 2022

Exploring hyper-parameter spaces of neuroscience models on high performance computers with Learning to Learn.
CoRR, 2022

2020
Ensemble Kalman Filter Optimizing Deep Neural Networks: An Alternative Approach to Non-performing Gradient Descent.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020

2019
Generalised learning of time-series: Ornstein-Uhlenbeck processes.
CoRR, 2019

2017
Detection and Evaluation of Spatio-Temporal Spike Patterns in Massively Parallel Spike Train Data with SPADE.
Frontiers Comput. Neurosci., 2017

2016
A Collaborative Simulation-Analysis Workflow for Computational Neuroscience Using HPC.
Proceedings of the High-Performance Scientific Computing, 2016

Exploring the Usefulness of Formal Concept Analysis for Robust Detection of Spatio-temporal Spike Patterns in Massively Parallel Spike Trains.
Proceedings of the Graph-Based Representation and Reasoning, 2016


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