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classicalv1

cppn_for_invariances

Official implementation of the paper "Learning Invariance Manifolds of Visual Sensory Neurons".

csng_invariances

Repository for finding invariances in visual sensory coding in V1 visual cortex. Based on Kovacs 2021, Finding invariances in sensory coding through gradient methods as well as Lurz et al. 2020, Generalization in data-driven models of primary visual cortex.

dnn_blocks

featurevis_mod

Visualize features cells are responsive to via gradient ascent.

feedforwardnn

mozaik

High-level spiking model definition and workflow framework

mozaik-models

This repository contains models implemented in the Mozaik framework, that were published by the Computational Systems Neuroscience Group at Faculty of Mathematics and Physics, Charles University.

msc-neuro

Set of scripts, experiments, ... developed as part of my Msc. thesis.

ndn3

Upgraded NDN for Python3

neuralpredictors

Machine Learning Utils of Sinzlab

nnvision

Envisioning the biological visual system with deep neural networks.

predict_neural_responses

rbm

RBM class with implemented training function based on CD-k.

recnn_visual_prosthesis

Rotation-equivariant convolutional neural network for design of visual prosthetic stimulation protocol

stimulation_protocol