memming
Group Leader at Champalimaud Centre for the Unknown. Visiting Associate Professor of Neurobiology and Behavior at Stony Brook University.
Champalimaud Centre for the UnknownNew York, USA; Lisbon, Portugal
Pinned Repositories
vlgp
Dimensionality reduction of spikes trains
cmt
Fast implementations of several probabilistic models.
EM_FA
Factor Analysis via Expectation Maximization
linear-algebra-and-dynamics-lectures
Teaching material for Linear Dynamical System for Neuroscience
neuroGLM
Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).
pyglm
Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and network priors.
spiketrainlib
Automatically exported from code.google.com/p/spiketrainlib
temporal-neural-data-lectures
Teaching material for "Introduction to temporal neural data analysis"
PYMentropy
Discrete entropy estimator using the Pitman-Yor mixture (PYM) prior
memming's Repositories
memming/EM_FA
Factor Analysis via Expectation Maximization
memming/temporal-neural-data-lectures
Teaching material for "Introduction to temporal neural data analysis"
memming/linear-algebra-and-dynamics-lectures
Teaching material for Linear Dynamical System for Neuroscience
memming/pyglm
Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and network priors.
memming/spiketrainlib
Automatically exported from code.google.com/p/spiketrainlib
memming/cmt
Fast implementations of several probabilistic models.
memming/neuroGLM
Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).
memming/erc-latex-template
LaTeX template for ERC proposals
memming/GLA
memming/GLM_and_Izhikevich
This repository contains code for (1) generating example neural responses from an Izhikevich model, and (2) fitting a GLM to neural responses.
memming/GLMtutorial
simple spiking GLM with spike history and coupling filters
memming/gpao
Gaussian process active optimization
memming/iocane
Automatically exported from code.google.com/p/iocane
memming/matlab-bench
Some utilities for exploring Matlab's behavior
memming/mtlipglm
Analysis code for Yates et al. (2017)
memming/nupic
memming/ownYourLife
Life log tool for events, measurements, and time series
memming/pdstools
matlab code for analyzing spike data collected with pldaps
memming/slimux
SLIME inspired tmux integration plugin for Vim
memming/Stat240
Stat 240 final project code