Read the equation
Takes the largest of the source’s U, V and dK structural parameters. This maximum becomes the dimension-like requirement used in the proposed neuron-cost expression.
Terms & definitions
The recovered passage does not supply a separate symbol table. Read the source context for the notation used in this version; familiar letters may carry different meanings in other builds.
How it works
Read r_{\min,i} as the quantity being defined or updated by this relation.
Applies the stated minimum, maximum, or clamp. These bounds are part of the actual operation.
Use this version’s variable definitions and update order. The same symbol may be assigned a different meaning in another build.
Assumptions & limits
Source recovery establishes that the expression appears in this record. Its mathematical validity, implementation behavior, and interpretation must be assessed separately. See the linked source and research notes for the checks available for this version.
Original context
Read the surrounding source passage
Every neuron uses the same mathematical backbone:
1. rₘᵢₙ (structural requirement)
r_{\min,i} = \max(U_i, V_i, dK_i)
2. Cost function
C_i = r_{\min,i}^2 + r_{\min,i}(dK_i + k_0)
Where k₀ is a constant (replaces dx to keep this non-cognitive and safe).Exact original notation
r_{\min,i} = \max(U_i, V_i, dK_i)Related builds
Sources & provenance
r_{\min,i} = \max(U_i, V_i, dK_i)
r_{\min,i} = \max(U_i, V_i, dK_i)