Forward and deconvolution models for spike and fluorescence transform

A list of spike to imaging forward models (N=4) and imaging deconvolution methods (N=12) and their application on simultaneous recorded single-neuron electrophysiology and fluorescence data.

S2F models:

1. Linear model
2. Quadratic model
3. Hill function model
4. Sigmoid model

F2S models:

1. Nonngegative Wiener Filter
2. Sequential Monte Carlo method
3. Fast OOPSI (FOOPSI)
4. Finite Rate of Innovation (FRI)
5. Linear Peeling
6. Nonlinear Peeling
7. Constrained OOPSI (COOPSI) AR1
8. Constrained OOPSI (COOPSI) AR2
9. Constrained OOPSI (COOPSI) AR3
10. MCMC COOPSI
11. MLSpike
12. Suite2P