brainpy.simulation module
This module provides APIs for brain simulations.
- Brain Objects
- brainpy.simulation.brainobjects.BrainArea
- brainpy.simulation.brainobjects.DynamicalSystem
- brainpy.simulation.brainobjects.Container
- brainpy.simulation.brainobjects.Delay
- brainpy.simulation.brainobjects.ConstantDelay
- brainpy.simulation.brainobjects.SpikeTimeInput
- brainpy.simulation.brainobjects.PoissonInput
- brainpy.simulation.brainobjects.Molecular
- brainpy.simulation.brainobjects.Network
- brainpy.simulation.brainobjects.NeuGroup
- brainpy.simulation.brainobjects.Channel
- brainpy.simulation.brainobjects.Soma
- brainpy.simulation.brainobjects.Dendrite
- brainpy.simulation.brainobjects.TwoEndConn
- DNN Layers
- brainpy.simulation.layers.Module
- brainpy.simulation.layers.Sequential
- brainpy.simulation.layers.Activation
- brainpy.simulation.layers.Conv2D
- brainpy.simulation.layers.Dense
- brainpy.simulation.layers.Dropout
- brainpy.simulation.layers.LinearReadout
- brainpy.simulation.layers.RNNCore
- brainpy.simulation.layers.VanillaRNN
- brainpy.simulation.layers.GRU
- brainpy.simulation.layers.LSTM
- Synaptic Connectivity
- Base Class
- Custom Connections
- Random Connections
- brainpy.simulation.connect.FixedProb
- brainpy.simulation.connect.FixedPreNum
- brainpy.simulation.connect.FixedPostNum
- brainpy.simulation.connect.GaussianProb
- brainpy.simulation.connect.SmallWorld
- brainpy.simulation.connect.ScaleFreeBA
- brainpy.simulation.connect.ScaleFreeBADual
- brainpy.simulation.connect.PowerLaw
- Regular Connections
- Formatter Functions
- Weight Initialization
- Base Class
- Regular Initializers
- Random Initializers
- brainpy.simulation.initialize.Normal
- brainpy.simulation.initialize.Uniform
- brainpy.simulation.initialize.VarianceScaling
- brainpy.simulation.initialize.KaimingUniform
- brainpy.simulation.initialize.KaimingNormal
- brainpy.simulation.initialize.XavierUniform
- brainpy.simulation.initialize.XavierNormal
- brainpy.simulation.initialize.LecunUniform
- brainpy.simulation.initialize.LecunNormal
- brainpy.simulation.initialize.Orthogonal
- brainpy.simulation.initialize.DeltaOrthogonal
- Decay Initializers
- Current Inputs
- Measurements
- Monitors