DanAkarca
Computational neuro & AI @ Imperial College London & Cambridge. Prev. Medical Doctor. Building at the intersection of brains & machines.
University of CambridgeLondon, England
Pinned Repositories
AdaptiveStochasticity
Code repository for Carozza, Akarca & Astle. (2023). The adaptive stochasticity hypothesis: modelling equifinality, multifinality, and adaptation to adversity.
CBIG
Computational-models-of-cognition
A collection of computational models & replicating published works
entropy_RNNs
Spatial embedding promotes a specific form of modularity with low entropy and heterogeneous spectral dynamics
generativenetworkmodel
Akarca, D. et al. 2021. A generative network model of neurodevelopmental diversity in structural brain organization.
Hidden-Markov-Modelling-MEG
Hawkins, E. & Akarca, D. et al. 2020. Functional network dynamics in a neurodevelopmental disorder of known genetic origin.
MEA_generative_models
Akarca, D. & Dunn, A. et al. 2022. Homophilic wiring principles underpin neuronal network topology in vitro.
RNN_playground
Demonstration at Lab meeting
seRNNs
Achterberg & Akarca, et al. 2022. Spatially-embedded recurrent neural networks reveal widespread links between structural and functional neuroscience findings.
weighted_generative_models
Code for Akarca, et al. 2023. A weighted generative model of the human connectome.
DanAkarca's Repositories
DanAkarca/generativenetworkmodel
Akarca, D. et al. 2021. A generative network model of neurodevelopmental diversity in structural brain organization.
DanAkarca/entropy_RNNs
Spatial embedding promotes a specific form of modularity with low entropy and heterogeneous spectral dynamics
DanAkarca/Hidden-Markov-Modelling-MEG
Hawkins, E. & Akarca, D. et al. 2020. Functional network dynamics in a neurodevelopmental disorder of known genetic origin.
DanAkarca/AdaptiveStochasticity
Code repository for Carozza, Akarca & Astle. (2023). The adaptive stochasticity hypothesis: modelling equifinality, multifinality, and adaptation to adversity.
DanAkarca/MEA_generative_models
Akarca, D. & Dunn, A. et al. 2022. Homophilic wiring principles underpin neuronal network topology in vitro.
DanAkarca/weighted_generative_models
Code for Akarca, et al. 2023. A weighted generative model of the human connectome.
DanAkarca/CBIG
DanAkarca/Computational-models-of-cognition
A collection of computational models & replicating published works
DanAkarca/RNN_playground
Demonstration at Lab meeting
DanAkarca/seRNNs
Achterberg & Akarca, et al. 2022. Spatially-embedded recurrent neural networks reveal widespread links between structural and functional neuroscience findings.
DanAkarca/degenerative_modelling
A simple toolbox to run degenerative network models
DanAkarca/modular_experts
DanAkarca/neurolib
Easy whole-brain modeling for computational neuroscientists 👩🏿🔬💻🧠
DanAkarca/Tic-Tac-Toe
Testing out package generation