Sina Khajehabdollahi

According to our database, Sina Khajehabdollahi authored at least 13 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Modular Growth of Hierarchical Networks: Efficient, General, and Robust Curriculum Learning.

Mani Hamidi, Sina Khajehabdollahi, Emmanouil Giannakakis, Tim Jakob Schäfer, Anna Levina, Charley M. Wu

CoRR, 2024

Network bottlenecks and task structure control the evolution of interpretable learning rules in a foraging agent.

Emmanouil Giannakakis, Sina Khajehabdollahi, Anna Levina

CoRR, 2024

Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks.

Sina Khajehabdollahi, Roxana Zeraati, Emmanouil Giannakakis, Tim Jakob Schäfer, Georg Martius, Anna Levina

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Locally adaptive cellular automata for goal-oriented self-organization.

Sina Khajehabdollahi, Emmanouil Giannakakis, Victor Buendia, Georg Martius, Anna Levina

CoRR, 2023

When to be critical? Performance and evolvability in different regimes of neural Ising agents.

Sina Khajehabdollahi, Jan Prosi, Georg Martius, Anna Levina

CoRR, 2023

2022

When to Be Critical? Performance and Evolvability in Different Regimes of Neural Ising Agents.

Sina Khajehabdollahi, Jan Prosi, Emmanouil Giannakakis, Georg Martius, Anna Levina

Artif. Life, 2022

2021

The dynamical regime and its importance for evolvability, task performance and generalization.

Jan Prosi, Sina Khajehabdollahi, Emmanouil Giannakakis, Georg Martius, Anna Levina

Proceedings of the 2021 Conference on Artificial Life, 2021

Reservoir computing with self-organizing neural oscillators.

Sina Khajehabdollahi, Emmanouil Giannakakis, Jan Prosi, Anna Levina

Proceedings of the 2021 Conference on Artificial Life, 2021

2020

The Emergence of Integrated Information, Complexity, and 'Consciousness' at Criticality.

Nicholas J. M. Popiel, Sina Khajehabdollahi, Pubuditha M. Abeyasinghe, Francesco Riganello, Emily S. Nichols, Adrian M. Owen, Andrea Soddu

Entropy, 2020

Evolution Towards Criticality in Ising Neural Agents.

Sina Khajehabdollahi, Olaf Witkowski

Artif. Life, 2020

2019

Assessing Aesthetics of Generated Abstract Images Using Correlation Structure.

Sina Khajehabdollahi, Georg Martius, Anna Levina

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

2018

Role of Dimensionality in Predicting the Spontaneous Behavior of the Brain Using the Classical Ising Model and the Ising Model Implemented on a Structural Connectome.

Pubuditha M. Abeyasinghe, Demetrius Ribeiro de Paula, Sina Khajehabdollahi, Sree Ram Valluri, Adrian M. Owen, Andrea Soddu

Brain Connect., 2018

Critical Learning vs. Evolution: Evolutionary Simulation of a Population of Ising-Embodied Neural Networks.

Sina Khajehabdollahi, Olaf Witkowski

Proceedings of the 2018 Conference on Artificial Life, 2018