biological-neural-networks

There are 15 repositories under biological-neural-networks topic.

  • ngc-learn

    NACLab/ngc-learn

    NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python

    Language:Python11061020

  • takyamamoto/BNN-ANN-papers

    Papers : Biological and Artificial Neural Networks

    691106
  • rA9

    MarkusAI/rA9

    JAX-based Spiking Neural Network framework

    Language:Python6172610

  • ago109/predictive-forward-forward

    Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.

    Language:Python54415

  • amassivek/signalpropagation

    Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)

    Language:Python46336

  • ajayarunachalam/pynmsnn

    NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch

    Language:Jupyter Notebook26206

  • 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 Notebook16205

  • nest-desktop/nest-desktop

    NEST Desktop is a web-based GUI application for NEST Simulator.

    Language:TypeScript1651009

  • 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:Python10303

  • 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:Python9113

  • johnlime/UnitNeurons

    C++ neuron-based neural network library

    Language:C++4211

  • NikhilMukraj/spiking-neural-networks

    Implementations of various simulations for integrate and fire models, as well as conductance based models with synaptic neurotransmission

    Language:Rust4210

  • moorugi98/hetero_delay_network

    computational efficacy of a modular spiking neural network as a function of heterogeneity of delay in the network

    Language:Jupyter Notebook2300

  • cristinaa211/Biological_Neural_Network

    Biological Neural Network based on Izhikevich Neuron Model

    Language:Python1200

  • Neuroblox/NeurobloxDocsHost

    Open documentation hosting for the Neuroblox project

    0200