Redwood Center for Theoretical Neuroscience's repositories
sparsecoding
Reference sparse coding implementations for efficient learning and inference.
DeepBoltzmannRN
Deep Boltzmann Machines in R^N dimensions
ComputationalWorkshops
Computational Workshops held at Redwood in Spring 2017
DeepLearningReadingGroup
Repository based on the UC Berkeley Deep Learning Reading Group. A place to implement code pertaining to the book "Deep Learning" by Goodfellow et. al. and personal projects related to the topics discussed.
HMC_reducedflip
Hamiltonian Markov Chain sampling with reduced flipping alternatives.
pseudocerebellum
Information about the cerebellum as an associative memory
RCTN-neuro-bootcamp
Repo for the RCTN section of the HWNI Neuroscience Boot Camp
CapacityOptimization
This is a public repository for code related to the IEDM 2014 conference paper: Engel et al., "Capacity Optimization of Emerging Memory Systems: A Shannon-Inspired Approach to Device Characterization".
cortex-cluster-examples
Collection of test scripts to use the Redwood Cluster
DNN_Tutorial
A quick tutorial on deep networks using Keras.
infer-moto3D
Internal model of 3D that includes tactile/haptic, motor and sensory systems.
Mime-Networks
Implements SFO, and reproduces figures from paper.
scene-sparse
Exploring scene specific sparse coded dictionaries
shape-basis-3d
3D Shape basis.