jamielohoff
I am a physicist highly interested in understanding the brain as a computational substrate and how this knowledge advances artificial intelligence.
@ForschungszentrumJuelichGermany
Pinned Repositories
alphagrad
Reinforcement Learning for AD algorithm search with AlphaZero
cremi_python
Python scripts to read and write the CREMI hdf5 file format.
graphax
Cross-Country Elimination in JAX
inferno
A utility library around PyTorch
jamielohoff.github.io
My Personal Website and Blog
NeuralPotentials
Julia code for the method of neural potentials.
Rasenna
Project that aims to use topological methods for image segmentation/boundary detection on the Cremi dataset.
synaptax
The only true E-Prop implementation.
torchneuromorphic
Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors
snnax
Spiking neural networks in JAX with equinox.
jamielohoff's Repositories
jamielohoff/graphax
Cross-Country Elimination in JAX
jamielohoff/synaptax
The only true E-Prop implementation.
jamielohoff/Rasenna
Project that aims to use topological methods for image segmentation/boundary detection on the Cremi dataset.
jamielohoff/NeuralPotentials
Julia code for the method of neural potentials.
jamielohoff/alphagrad
Reinforcement Learning for AD algorithm search with AlphaZero
jamielohoff/jamielohoff.github.io
My Personal Website and Blog
jamielohoff/torchneuromorphic
Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors
jamielohoff/cremi_python
Python scripts to read and write the CREMI hdf5 file format.
jamielohoff/inferno
A utility library around PyTorch
jamielohoff/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
jamielohoff/pathutils
Bunch of few path utils
jamielohoff/segmfriends
My fork of the segmfriends package modfied such that it can be used with a topological loss.
jamielohoff/speedrun
Research code need not be ugly. My modification of the code to also be able to log matplotlib figures.