Sina Khajehabdollahi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Agent Based Simulation

Locally Adaptive

Top Venues

Publications

Emmanouil Giannakakis, Sina Khajehabdollahi, Anna Levina
Network bottlenecks and task structure control the evolution of interpretable learning rules in a foraging agent. CoRR (2024)
Sina Khajehabdollahi, Roxana Zeraati, Emmanouil Giannakakis, Tim Jakob Schäfer, Georg Martius, Anna Levina
Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks. ICLR (2024)
Mani Hamidi, Sina Khajehabdollahi, Emmanouil Giannakakis, Tim Schäfer, Anna Levina, Charley M. Wu
Modular Growth of Hierarchical Networks: Efficient, General, and Robust Curriculum Learning. CoRR (2024)
Sina Khajehabdollahi, Roxana Zeraati, Emmanouil Giannakakis, Tim Jakob Schäfer, Georg Martius, Anna Levina
Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks. CoRR (2023)
Sina Khajehabdollahi, Emmanouil Giannakakis, Victor Buendia, Georg Martius, Anna Levina
Locally adaptive cellular automata for goal-oriented self-organization. CoRR (2023)
Sina Khajehabdollahi, Jan Prosi, Georg Martius, Anna Levina
When to be critical? Performance and evolvability in different regimes of neural Ising agents. CoRR (2023)
Sina Khajehabdollahi, Jan Prosi, Emmanouil Giannakakis, Georg Martius, Anna Levina
When to Be Critical? Performance and Evolvability in Different Regimes of Neural Ising Agents. Artif. Life 28 (4) (2022)
Sina Khajehabdollahi, Emmanouil Giannakakis, Jan Prosi, Anna Levina
Reservoir computing with self-organizing neural oscillators. ALIFE (2021)
Sina Khajehabdollahi, Georg Martius, Anna Levina
Assessing aesthetics of generated abstract images using correlation structure. CoRR (2021)
Jan Prosi, Sina Khajehabdollahi, Emmanouil Giannakakis, Georg Martius, Anna Levina
The dynamical regime and its importance for evolvability, task performance and generalization. CoRR (2021)
Jan Prosi, Sina Khajehabdollahi, Emmanouil Giannakakis, Georg Martius, Anna Levina
The dynamical regime and its importance for evolvability, task performance and generalization. ALIFE (2021)
Sina Khajehabdollahi, Olaf Witkowski
Evolution Towards Criticality in Ising Neural Agents. Artif. Life 26 (1) (2020)
Nicholas J. M. Popiel, Sina Khajehabdollahi, Pubuditha M. Abeyasinghe, Francesco Riganello, Emily S. Nichols, Adrian M. Owen, Andrea Soddu
The Emergence of Integrated Information, Complexity, and 'Consciousness' at Criticality. Entropy 22 (3) (2020)
Sina Khajehabdollahi, Georg Martius, Anna Levina
Assessing Aesthetics of Generated Abstract Images Using Correlation Structure. SSCI (2019)
Pubuditha M. Abeyasinghe, Demetrius Ribeiro de Paula, Sina Khajehabdollahi, Sree Ram Valluri, Adrian M. Owen, Andrea Soddu
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. 8 (7) (2018)
Sina Khajehabdollahi, Olaf Witkowski
Critical Learning vs. Evolution: Evolutionary Simulation of a Population of Ising-Embodied Neural Networks. ALIFE (2018)