GitHub topics: biological-neural-networks
NACLab/ngc-learn
NGC-Learn: Neurobiological Systems Design and Simulation in Python
Language: Python - Size: 79.9 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 152 - Forks: 30
nest-desktop/nest-desktop
NEST Desktop is a web-based GUI for NEST Simulator and other simulators of spiking networks.
Language: TypeScript - Size: 58.7 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 20 - Forks: 10
NikhilMukraj/spiking-neural-networks
Implementations of various simulations for integrate and fire models, as well as conductance based models with synaptic neurotransmission
Language: Rust - Size: 33 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 10 - Forks: 0
Najmuddin557/Predictive_Neural_Network
Research and develop artificial neural networks capable of making accurate predictions about future events based on past data patterns.
Size: 5.86 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
ajayarunachalam/pynmsnn
NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch
Language: Jupyter Notebook - Size: 1.65 MB - Last synced at: 27 days ago - Pushed at: over 2 years ago - Stars: 30 - Forks: 7
takyamamoto/BNN-ANN-papers
Papers : Biological and Artificial Neural Networks
Size: 476 KB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 72 - Forks: 6
Neuroblox/NeurobloxDocsHost
Open documentation hosting for the Neuroblox project
Size: 67.1 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0
ago109/predictive-forward-forward
Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.
Language: Python - Size: 91 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 45 - Forks: 4
AnkurMali/ContinualPTNCN
We introduce Local recurrent Predictive coding model termed as Parallel temporal Neural Coding Network. Unlike classical RNNs, our model is pure local and doesn't require computing gradients backward in time; thus computationally more efficient compared to BPTT and can be used for online learning
Language: Python - Size: 4.68 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 2
johnlime/UnitNeurons
C++ neuron-based neural network library
Language: C++ - Size: 2.57 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 1
cristinaa211/Biological_Neural_Network
Biological Neural Network based on Izhikevich Neuron Model
Language: Python - Size: 1.31 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
moorugi98/hetero_delay_network
computational efficacy of a modular spiking neural network as a function of heterogeneity of delay in the network
Language: Jupyter Notebook - Size: 442 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0
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
Language: Python - Size: 3.45 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 1
MarkusAI/rA9
JAX-based Spiking Neural Network framework
Language: Python - Size: 12.6 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 60 - Forks: 11
caglarcakan/stimulus_neural_populations
A framework for simulating mean-field neural mass models of spiking neurons, comparing them to large network simulations, and predicting electrical stimulation responses of neural populations.
Language: Jupyter Notebook - Size: 20.3 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 14 - Forks: 5
