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basicnif

A basic implementation of visual system neural information flow.

bio2art

Convert biological neuronal networks to artificial recurrent neuronal networks

biolhessrnn

brain2pix

Fully convolutional naturalistic video reconstruction from brain activity

butterchurn

Butterchurn is a WebGL implementation of the Milkdrop Visualizer

conn2res

A reservoir computing toolbox for neuroscientists

culturalattractordynamics

Agent-based model from Falandays & Smaldino (forthcoming) "The Emergence of Cultural Attractors"

drift_geometry

Supporting code for Aitken et al 2022

echotorch

A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

eligibility_propagation

entrate

Entropy rate estimators for neuroscience

forward-forward

Reimplementation of Geoffrey Hinton's Forward-Forward Algorithm

generalising-structural-knowledge

gmvpredict

Pre-trained ML model for estimating premorbid grey matter volume in the hippocampus and other ROIs

homeostasismodel

Contains Python code for the homeostasis-as-prediction model in Falandays, Nguyen, & Spivey

learning-rules-with-bmi

Distinguishing Learning Rules with BMI

leida

Leading Eigenvector Dynamics Analysis

lyapunov_hyperopt

mdgl-main

Multidigraph learning (MDGL) for training recurrent spiking neural networks

memoryencodingmodel

[Algonauts 2023] PyTorch implementation of "Memory Encoding Model"

model_output_manager

utility for managing model output

neurolib

Easy whole-brain modeling for computational neuroscientists 🧠💻👩🏿‍🔬

noisyrnn

Noisy Recurrent Neural Networks

nsd

Code and analysis of the NSD large scale fMRI dataset

nsd_gnet8x

nsddatapaper

Code related to the Natural Scenes Dataset data paper

progress-measures-paper

pupilencoder

RNN-based seq2seq neural encoding model for mouse pupilometry

pykan

Kolmogorov Arnold Networks

pytorch_forward_forward

Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation