briandepasquale
Assistant Professor of Biomedical Engineering at Boston University. Theoretical neuroscience and machine learning.
Boston UniversityBoston, MA, USA
Pinned Repositories
AdvancedMH.jl
A Julia library for random-walk Metropolis-Hastings algorithms
briandepasquale.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
DePasquale_Brian-CV
factor-based-spiking-nets
full-FORCE-demos
Simulations illustrating the results of full-FORCE.
spytorch-flux.jl
Translation of surrogate gradient methods for spiking networks using Flux.jl
supervised_learning_recurrent_spiking_networks
Demonstrations of supervised learning using RLS in recurrent spiking networks
VAE
Some experiments with VAEs and tensorflow in Julia
PulseInputDDM.jl
A Julia library for fitting DDMs to pulse-based evidence accumulations task data
StateSpaceDynamics.jl
Julia library for fitting and analyzing state space models. Provides efficient implementations of various SSMs including the canonical Gaussian LDS (Kalman Filter/Smoother), Poisson LDS, HMMs, etc.
briandepasquale's Repositories
briandepasquale/full-FORCE-demos
Simulations illustrating the results of full-FORCE.
briandepasquale/factor-based-spiking-nets
briandepasquale/supervised_learning_recurrent_spiking_networks
Demonstrations of supervised learning using RLS in recurrent spiking networks
briandepasquale/VAE
Some experiments with VAEs and tensorflow in Julia
briandepasquale/spytorch-flux.jl
Translation of surrogate gradient methods for spiking networks using Flux.jl
briandepasquale/AdvancedMH.jl
A Julia library for random-walk Metropolis-Hastings algorithms
briandepasquale/briandepasquale.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
briandepasquale/DePasquale_Brian-CV
briandepasquale/ForwardDiff.jl
Forward Mode Automatic Differentiation for Julia
briandepasquale/neu314
briandepasquale/EK121
briandepasquale/variational_spiking_networks
briandepasquale/vind
Tensorflow Implementation of VIND