http://www.cns.nyu.edu/~eorhan/notes/lif-neuron.pdf

Properties:

• MembranePotentialThreshold: threshold of the membrane potential, above which the neuron fire (v_th)
• MembraneLeakTime: leak constant applied to the membrane potential (tau)
• MembraneRefractoryDuration: time during which a neuron is inactive after a fire
• MembraneInhibitionDuration: time during which a neuron is inactive after an incoming inhibition spike
• MembraneThresholdType: type of the threshold. Can be static (constant) or dynamic (adaptive threshold)
• AdaptiveThreshold: potential of the adaptive threshold
• AdaptiveThresholdAdd: value added at each neuron output fire
• AdaptiveThresholdLeak: leak constant applied to the adaptive threshold

http://icwww.epfl.ch/~gerstner/SPNM/node27.html

Properties:

• MembranePotentialThreshold: threshold of the membrane potential, above which the neuron fire (v_th)
• MembraneRestingPotential: resting potential of the membrane (v_rest)
• MembraneTimeConstant: time constant of the membrane
• SynapseTimeConstant: time constant of the synapses
• MembraneRefractoryDuration: time during which a neuron is inactive after a fire
• MembraneThresholdType: type of the threshold. Can be static (constant) or dynamic (adaptive threshold)

http://www.izhikevich.org/publications/spikes.htm

Properties:

• MembranePotentialThreshold: threshold of the membrane potential, above which the neuron fire (v_th). default is 30 mv

Synapse with fixed weight and delay.

Constructors:

1. w (Float): weight of the synapse
2. d (Time): post delay of the synapse

STDP model implemented from:

Synaptic Modifications in Cultured Hippocampal Neurons: Dependence on Spike Timing, Synaptic Strength, and Postsynaptic Cell Type Guo-qiang Bi and Mu-ming Poo, 1998

Constructors:

1. w (Float): weight of the synapse
2. d (Time): post delay of the synapse

STDP model implemented from: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6033439

Constructors:

1. stdpWindow (Time): duration of the LTP window
2. w (Float): weight of the synapse

Synapse with output reduced states (+1, 0, -1) and internal STDP

A synaptic model which send inhibitory messages to the post neuron

Constructors:

1. delay (Time): post delay of the synapse