Matthijspals
PhD student in the Macke lab, University of Tübingen. Working on machine learning for (neuro)science.
Pinned Repositories
BCI-Friendship-Lamps
TUM Project for the br41n Hackaton
Exact_FP_Lorenz
Clone from Durstewitz CNS tutorial - illustrating exact fixed point solution
jaxley_fork
Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.
LRU-pytorch
Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch
neuromorphic-EEG
Code accompanying ...
phase-limit-cycle-RNNs
Code for "Trained recurrent neural networks develop phase-locked limit cycles in a working memory task" - Matthijs Pals (@matthijspals) , Jakob Macke and Omri Barak.
python-meegkit
🔧🧠 MEEGkit: M/EEG processing toolkit in Python 🧠🔧
sbi
Simulation-based inference toolkit
smc_rnns
Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals
STSP
A Nengo Implementation of Short-term Synaptic Plasticity (STSP) as proposed by Mongillo, Barak and Tsodyks (2008)
Matthijspals's Repositories
Matthijspals/STSP
A Nengo Implementation of Short-term Synaptic Plasticity (STSP) as proposed by Mongillo, Barak and Tsodyks (2008)
Matthijspals/neuromorphic-EEG
Code accompanying ...
Matthijspals/BCI-Friendship-Lamps
TUM Project for the br41n Hackaton
Matthijspals/smc_rnns
Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals
Matthijspals/Exact_FP_Lorenz
Clone from Durstewitz CNS tutorial - illustrating exact fixed point solution
Matthijspals/jaxley_fork
Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.
Matthijspals/LRU-pytorch
Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch
Matthijspals/phase-limit-cycle-RNNs
Code for "Trained recurrent neural networks develop phase-locked limit cycles in a working memory task" - Matthijs Pals (@matthijspals) , Jakob Macke and Omri Barak.
Matthijspals/python-meegkit
🔧🧠 MEEGkit: M/EEG processing toolkit in Python 🧠🔧
Matthijspals/sbi
Simulation-based inference toolkit
Matthijspals/timeflux_rasr
Implementation of rASR filtering.