adityagilra / FOLLOW
Feedback-based Online Local Learning Of Weights (FOLLOW)
☆11Updated 6 years ago
Related projects: ⓘ
- Analysis code for the OpenScope Credit Assignment project.☆11Updated 2 months ago
- Implementation of fixed point analysis for Recurrent Neural Network.☆19Updated 4 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆84Updated last month
- ☆9Updated 4 years ago
- CorBinian: A toolbox for modelling and simulating high-dimensional binary and count-data with correlations☆19Updated 3 years ago
- ☆11Updated 8 years ago
- ☆13Updated 2 years ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆30Updated 6 years ago
- Code for fitting neural spike trains with nonparametric hidden Markov and semi-Markov models built upon mattjj's PyHSMM framework.☆13Updated 6 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 2 years ago
- Tools for spike data analysis and visualization☆104Updated last year
- Dimensionality reduction of spikes trains☆48Updated 2 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 2 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆47Updated 6 years ago
- SpikeForest -- spike sorting analysis for website☆16Updated 4 years ago
- Auryn: A fast simulator for spiking neural networks with synaptic plasticity☆98Updated 8 months ago
- ☆25Updated 2 months ago
- Neural Spike Train Analysis Toolbox for Matlab☆33Updated 6 years ago
- Recordings of 10k neurons during spontaneous behaviors☆49Updated 5 months ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆35Updated 5 years ago
- ☆13Updated 5 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆46Updated 8 years ago
- ☆34Updated 4 years ago
- code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research☆25Updated 8 years ago
- Python code for estimation of linear-nonlinear model parameters☆21Updated 3 years ago
- ☆67Updated 2 years ago
- Codepack accompanying "Learning by neural reassociation," Nature Neuroscience, 2018.☆22Updated 6 years ago
- Model fitting toolbox for the Brian 2 simulator☆14Updated 11 months ago
- Preprint classes for biological journals☆31Updated 3 years ago
- Python tools for analysis of neurophysiology data☆35Updated 11 months ago