neurorishika / PSST
A Tutorial for Parallelised Scalable Simulations in TensorFlow
☆13Updated 2 years ago
Related projects: ⓘ
- Predictive principal component analysis (PredPCA)☆18Updated 2 years ago
- Neural Optimal Feedback Control☆11Updated 2 years ago
- A framework for simulating mean-field neural mass models of spiking neurons, comparing them to large network simulations, and predicting …☆16Updated 4 years ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Updated 4 years ago
- Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)☆19Updated 3 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- A general framework for interpreting wide-band neural activity☆156Updated 2 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 2 years ago
- Support material for MAT6115, Université de Montréal, Fall 2018☆24Updated 8 months ago
- Responses of 10,000 neurons to 2,800 natural images☆66Updated 5 years ago
- Preconditioned ICA for Real Data☆108Updated 9 months ago
- Seminar on Advanced Topics in Theoretical Neuroscience - Columbia University 2020☆10Updated 4 years ago
- Headless DeepLabCut (no GUI support)☆30Updated 3 years ago
- deepmeg recurrent encoder☆24Updated 2 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆27Updated 4 years ago
- ☆28Updated 2 years ago
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆27Updated 3 years ago
- Machine Learning with Echo State Networks, a scikit-learn compatible package.☆35Updated last year
- Code for Galgali et al, 2023☆10Updated last year
- Models and examples built with TensorFlow☆15Updated 3 years ago
- ☆11Updated 2 years ago
- ☆29Updated 4 months ago
- Python package for analyzing behavioral data for Brain Observatory: Visual Behavior☆22Updated this week
- The COntextual INference (COIN) model☆17Updated last month
- Analysis of hippocampal activity in the towers task☆18Updated 3 years ago
- Code for "Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations"☆9Updated 3 years ago
- ☆38Updated 7 months ago
- Coding exercises for Neural Data Science at CSHL in 2019☆28Updated 4 years ago
- Task-driven models of the dorsal visual stream☆18Updated 2 years ago
- Biophysics-based prediction of LFPs from point-neuron networks☆10Updated 7 months ago