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ORCIDSina Khajehabdollahi
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2020 – today
- 2024
[c5]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- [i7]Emmanouil Giannakakis, Sina Khajehabdollahi, Anna Levina:
Network bottlenecks and task structure control the evolution of interpretable learning rules in a foraging agent. CoRR abs/2403.13649 (2024) - [i6]Mani Hamidi, Sina Khajehabdollahi, Emmanouil Giannakakis, Tim Jakob Schäfer, Anna Levina, Charley M. Wu:
Modular Growth of Hierarchical Networks: Efficient, General, and Robust Curriculum Learning. CoRR abs/2406.06262 (2024) - 2023
- [i5]Sina Khajehabdollahi, Jan Prosi, Georg Martius, Anna Levina:
When to be critical? Performance and evolvability in different regimes of neural Ising agents. CoRR abs/2303.16195 (2023) - [i4]Sina Khajehabdollahi, Emmanouil Giannakakis, Victor Buendia, Georg Martius, Anna Levina:
Locally adaptive cellular automata for goal-oriented self-organization. CoRR abs/2306.07067 (2023) - [i3]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 abs/2309.12927 (2023) - 2022
- [j4]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): 458-478 (2022) - 2021
- [c4]Sina Khajehabdollahi, Emmanouil Giannakakis, Jan Prosi, Anna Levina:
Reservoir computing with self-organizing neural oscillators. ALIFE 2021: 78 - [c3]Jan Prosi, Sina Khajehabdollahi, Emmanouil Giannakakis, Georg Martius, Anna Levina:
The dynamical regime and its importance for evolvability, task performance and generalization. ALIFE 2021: 79 - [i2]Jan Prosi, Sina Khajehabdollahi, Emmanouil Giannakakis, Georg Martius, Anna Levina:
The dynamical regime and its importance for evolvability, task performance and generalization. CoRR abs/2103.12184 (2021) - [i1]Sina Khajehabdollahi, Georg Martius, Anna Levina:
Assessing aesthetics of generated abstract images using correlation structure. CoRR abs/2105.08635 (2021) - 2020
- [j3]Sina Khajehabdollahi, Olaf Witkowski:
Evolution Towards Criticality in Ising Neural Agents. Artif. Life 26(1): 112-129 (2020) - [j2]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): 339 (2020)
2010 – 2019
- 2019
- [c2]Sina Khajehabdollahi, Georg Martius, Anna Levina:
Assessing Aesthetics of Generated Abstract Images Using Correlation Structure. SSCI 2019: 306-313 - 2018
- [j1]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): 444-455 (2018) - [c1]Sina Khajehabdollahi, Olaf Witkowski:
Critical Learning vs. Evolution: Evolutionary Simulation of a Population of Ising-Embodied Neural Networks. ALIFE 2018: 47-54
Coauthor Index
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last updated on 2024-10-07 21:24 CEST by the dblp team
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