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Module cfc_cell

Module cfc_cell 

Source
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Closed-form Continuous-time (CfC) Cell Implementation

The CfC cell is a fast approximation of the LTC (Liquid Time-Constant) cell. It provides closed-form solutions to continuous-time neural dynamics without requiring iterative ODE solvers.

Three modes are supported:

  • Default: Gated interpolation between two feedforward paths
  • Pure: Direct ODE solution without gating
  • NoGate: Simplified gating with addition instead of interpolation

Structs§

CfCCell
A Closed-form Continuous-time cell
CfCCellRecord
The record type for the module.
CfCCellRecordItem
The record item type for the module.

Enums§

CfcMode
Operating modes for CfC cells.