Sina Khajehabdollahi

18 papers A* 1C 3Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Expedition & Expansion: Leveraging Semantic Representations for Goal-Directed Exploration in Continuous Cellular Automata.
CoRR
Sina Khajehabdollahi, Gautier Hamon, Marko Cvjetko, Pierre-Yves Oudeyer, Clément Moulin-Frier, Cédric Colas
2025 — —
Exploring Self-Organization in Complex Biological Systems: From Neural Networks to Evolutionary Dynamics.
Sina Khajehabdollahi
2024 A* conf
Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks.
ICLR
Sina Khajehabdollahi, Roxana Zeraati, Emmanouil Giannakakis, Tim Jakob Schäfer, Georg Martius, Anna Levina
2024 J jnl
Modular Growth of Hierarchical Networks: Efficient, General, and Robust Curriculum Learning.
CoRR
Mani Hamidi, Sina Khajehabdollahi, Emmanouil Giannakakis, Tim Jakob Schäfer, Anna Levina, Charley M. Wu
2024 J jnl
Network bottlenecks and task structure control the evolution of interpretable learning rules in a foraging agent.
CoRR
Emmanouil Giannakakis, Sina Khajehabdollahi, Anna Levina
2023 J jnl
Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks.
CoRR
Sina Khajehabdollahi, Roxana Zeraati, Emmanouil Giannakakis, Tim Jakob Schäfer, Georg Martius, Anna Levina
2023 J jnl
Locally adaptive cellular automata for goal-oriented self-organization.
CoRR
Sina Khajehabdollahi, Emmanouil Giannakakis, Victor Buendia, Georg Martius, Anna Levina
2023 J jnl
When to be critical? Performance and evolvability in different regimes of neural Ising agents.
CoRR
Sina Khajehabdollahi, Jan Prosi, Georg Martius, Anna Levina
2022 J jnl
When to Be Critical? Performance and Evolvability in Different Regimes of Neural Ising Agents.
Artif. Life
Sina Khajehabdollahi, Jan Prosi, Emmanouil Giannakakis, Georg Martius, Anna Levina
2021 J jnl
Assessing aesthetics of generated abstract images using correlation structure.
CoRR
Sina Khajehabdollahi, Georg Martius, Anna Levina
2021 C conf
Reservoir computing with self-organizing neural oscillators.
ALIFE
Sina Khajehabdollahi, Emmanouil Giannakakis, Jan Prosi, Anna Levina
2021 C conf
The dynamical regime and its importance for evolvability, task performance and generalization.
ALIFE
Jan Prosi, Sina Khajehabdollahi, Emmanouil Giannakakis, Georg Martius, Anna Levina
2021 J jnl
The dynamical regime and its importance for evolvability, task performance and generalization.
CoRR
Jan Prosi, Sina Khajehabdollahi, Emmanouil Giannakakis, Georg Martius, Anna Levina
2020 J jnl
Evolution Towards Criticality in Ising Neural Agents.
Artif. Life
Sina Khajehabdollahi, Olaf Witkowski
2020 J jnl
The Emergence of Integrated Information, Complexity, and 'Consciousness' at Criticality.
Entropy
Nicholas J. M. Popiel, Sina Khajehabdollahi, Pubuditha M. Abeyasinghe, Francesco Riganello, Emily S. Nichols, Adrian M. Owen, Andrea Soddu
2019 — conf
Assessing Aesthetics of Generated Abstract Images Using Correlation Structure.
SSCI
Sina Khajehabdollahi, Georg Martius, Anna Levina
2018 C conf
Critical Learning vs. Evolution: Evolutionary Simulation of a Population of Ising-Embodied Neural Networks.
ALIFE
Sina Khajehabdollahi, Olaf Witkowski
2018 J jnl
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.
Brain Connect.
Pubuditha M. Abeyasinghe, Demetrius Ribeiro de Paula, Sina Khajehabdollahi, Sree Ram Valluri, Adrian M. Owen, Andrea Soddu