davidzoltowski / ssmdm
Recurrent state-space models for decision making
☆30Updated 2 years ago
Alternatives and similar repositories for ssmdm:
Users that are interested in ssmdm are comparing it to the libraries listed below
- Code for Galgali et al, 2023☆13Updated 2 years ago
- Inverse optimal control for continuous psychophysics☆27Updated 2 weeks ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Updated 7 years ago
- Recurrent Switching Linear Dynamical Systems☆106Updated last year
- ☆23Updated last year
- The COntextual INference (COIN) model☆21Updated 7 months ago
- ☆11Updated 2 years ago
- ☆14Updated 5 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆20Updated last year
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆17Updated last month
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆64Updated last year
- Inverse binomial sampling for efficient log-likelihood estimation of simulator models in MATLAB☆32Updated last year
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆34Updated 6 years ago
- Recordings of 10k neurons during spontaneous behaviors☆50Updated 11 months ago
- Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)☆20Updated 4 years ago
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆47Updated 5 months ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆13Updated 2 years ago
- Code accompanying the paper: Mattar, M. G., & Daw, N. D. (2018). Prioritized memory access explains planning and hippocampal replay. bioR…☆28Updated 6 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆49Updated 3 years ago
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- latent manifold tuning model / P-GPLVM☆13Updated 5 years ago
- code to fit GLMs, HMMs, and GLM-HMMs (aka IO-HMMs)☆29Updated 7 months ago
- Gaussian Process Factor Analysis☆30Updated 9 years ago
- sequential learning in orthogonal subspaces☆13Updated 4 years ago
- PyHGF: A neural network library for predictive coding☆67Updated this week
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- ☆48Updated 2 years ago
- Dynamic Causal Modelling for MNE and the nipy ecosystem☆19Updated 7 years ago
- Analysis of hippocampal activity in the towers task☆19Updated 3 years ago
- Preferential Subspace Identification Algorithm☆52Updated 4 months ago