neuroscience-inspired-ai

There are 1 repository under neuroscience-inspired-ai topic.

MinghuiChen43 / awesome-deep-phenomena
A curated list of papers of interesting empirical study and insight on deep learning. Continually updating...
empirical-research awesome-list deep-learning-theory double-descent information-bottleneck-theory lottery-ticket-hypothesis neural-collapse neural-tangent-kernel neuroscience-inspired-ai non-convex-optimization emergence grokking phase-transitions
216
htm-community / htm.core
Actively developed Hierarchical Temporal Memory (HTM) community fork (continuation) of NuPIC. Implementation for C++ and Python
nupic cpp htm ai hierarchical-temporal-memory neuromorphic-computing neural-networks anomaly-detection prediction cortical-learning sparse-distributed-memory neuroscience neuroscience-inspired-ai reproducible-research
Language:C++ 145
SelfishGene / neuron_as_deep_net
Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021
deep-learning convolutional-neural-networks biological-modeling neuroscience-inspired-ai neuroscience-data
Language:Python 135
mentalRL
doerlbh / mentalRL
Code for our AAMAS 2020 paper: "A Story of Two Streams: Reinforcement Learning Models from Human Behavior and Neuropsychiatry".
aamas aamas2020 double-q-learning neuroscience-inspired-ai psychiatry pytorch q-learning reinforcement-learning
Language:Jupyter Notebook 24
neuroailab / convrnns
ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks
imagenet recurrent-neural-networks computational-neuroscience computer-vision convolutional-neural-networks neuroscience-inspired-ai vision neuroscience
Language:Python 22
Pervasive-AI-Lab / sparse-dynamic-synapses
"The Unreasonable Effectiveness of Sparse Dynamic Synapses for Continual Learning" paper project.
continual-learning artificial-intelligence sparsity deep-learning lifelong-learning neuroscience-inspired-ai
Language:Python 11
RoozbehRazavi / BIMRL
Implementation of BIMRL: Brain Inspired Meta Reinforcement Learning - Roozbeh Razavi et al. (IROS 2022)
meta-learning neuroscience-inspired-ai meta-rl pytorch reinforcement-learning
Language:Python 10
SelfishGene / filter_and_fire_neuron
Code behind the work "Multiple Synaptic Contacts Combined with Dendritic Filtering Enhance Spatio-Temporal Pattern Recognition of Single Neurons", bioRxiv 2022
neuroscience neuroscience-inspired-ai pattern-recognition biological-modeling biological-neural-networks
Language:Python 8
BKHMSI / alchemist
Official Repository of the "How to Learn and Represent Abstractions: An Investigation using Symbolic Alchemy" Paper
deepmind-alchemy symbolic-alchemy abstraction transformers neuroscience-inspired-ai
Language:Python 3
neuroailab / mouse-vision
Models of Mouse Vision: Self-supervised pre-trained networks and training code (PyTorch)
computational-neuroscience computer-vision convolutional-neural-networks feedforward-neural-networks imagenet neuroscience neuroscience-inspired-ai vision mouse-vision pytorch
Language:Python 3
neurogadgets / Syntheta
Artificial Biological Intelligence
artificial-general-intelligence computational-neuroscience artificial-intelligence ai computational-biology neuroscience neuroscience-inspired-ai robotics-programming robotics emotional-intelligence emotions virtual-reality vnc language-learning natural-language-understanding virtual-robots neural-networks sensory-coding openscenegraph cpp20
Language:C++ 3
LiveBacteria / QNNF-Theory-Integration
Quantum neural network research implementing multi-dimensional neuron representations. Explores theoretical integration of quantum computing principles into neural systems to investigate emergent cognition and consciousness.
high-dimensionality ml neural-machine-translation neural-network neuroscience-inspired-ai quantum-machine-learning
Language:JavaScript 1
antodima / compneuro
Computational Neuroscience models
ai artificial-intelligence neuroscience-inspired-ai neuroscience machine-learning izhikevich-model hebbian-learning echo-state-networks rnn idnn
Language:MATLAB 0
personx000 / ktree
Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”
neuroscience-inspired-ai
Language:Jupyter Notebook