Critical Learning vs. Evolution: Evolutionary Simulation of a Population of Ising-Embodied Neural Networks. - Sina Khajehabdollahi; Olaf Witkowski (ALIFE, 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)

Assessing Aesthetics of Generated Abstract Images Using Correlation Structure. - Sina Khajehabdollahi; Georg Martius; Anna Levina (SSCI, 2019)

Evolution Towards Criticality in Ising Neural Agents. - Sina Khajehabdollahi; Olaf Witkowski (Artif. Life, 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)

Reservoir computing with self-organizing neural oscillators. - Sina Khajehabdollahi; Emmanouil Giannakakis; Jan Prosi; Anna Levina (ALIFE, 2021)

The dynamical regime and its importance for evolvability, task performance and generalization. - Jan Prosi; Sina Khajehabdollahi; Emmanouil Giannakakis; Georg Martius; Anna Levina (ALIFE, 2021)

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)

When to be critical? Performance and evolvability in different regimes of neural Ising agents. - Sina Khajehabdollahi; Jan Prosi; Georg Martius; Anna Levina (CoRR, 2023)

Locally adaptive cellular automata for goal-oriented self-organization. - Sina Khajehabdollahi; Emmanouil Giannakakis; Victor Buendia; Georg Martius; Anna Levina (CoRR, 2023)

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 (ICLR, 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)

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)