LevinaLab

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6 repositories

neuromodRNNs
Public
Python
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BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Nov 27, 2024Nov 27, 2024
NetBurstDynamics
Public
Fitting a simplified population bursting model to neural data. Code for Vinogradov et al. 2024.
Jupyter Notebook
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Apache License 2.0
•0•0•0•0•Updated Sep 26, 2024Sep 26, 2024
spatial-branching-network
Public
Codes for a branching network with spatial connectivity
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•1•0•0•0•Updated Jul 3, 2024Jul 3, 2024
rnn_timescale_public
Public
Codes for training and analyzing RNNs to perform long-memory tasks with different curricula.
curriculum memory recurrent-neural-network timescale
Jupyter Notebook
•1•0•0•0•Updated Mar 25, 2024Mar 25, 2024
PNAS-2021
Public
Code for for Sukenik et al., 2021
Python
•0•3•1•0•Updated Jan 30, 2023Jan 30, 2023
evolution_dynamical_regime
Public
Which dynamical regime is beneficial for biological systems in the context of the criticality hypothesis? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability of agents with respect to their dynamical regime. Paper: https://arxiv.org/abs/2103.12184
artificial-intelligence artificial-neural-networks artificial-life agent-based-modeling ising-model complex-systems evolutionary-algorithm evolutionary-strategy self-organized-criticality criticality
Python
•0•3•0•0•Updated May 6, 2021May 6, 2021