Paper V visual guide · Visual 21 of 40 · FULL INPUT TUPLES / EXACT CYCLIC INDEXING

Nonlinear neighbors cross channel boundaries

Traditional monograph: Section 12 (p. 24).

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For the periodic running signal define

\[ F(x)[n]=x[n]+\tfrac12x[n]x[n-1]. \]

This is nonlinear and not a convolution operator. Nevertheless its two-channel representation is exact, provided the neighbor comes from the correct channel and index.

Neighbor products across phase boundaries
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Two output blocks retain the input-channel dependence and channel shifts of a periodic neighbor product. The labeled sample values make the wrap explicit.

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  • \(F(x)[n]=x[n]+\tfrac12x[n]x[n-1]\)
  • \(F_0[n]=e[n]+\tfrac12e[n]o[n-1]\)
  • \(F_1[n]=o[n]+\tfrac12o[n]e[n]\)
  • \(e[1]=1/2,\quad o[0]=1/4\)
  • \(o[1]=1/4,\quad e[1]=1/2\)
  • \(F(x)[2]=9/16\)
  • \(F(x)[3]=5/16\)

phase wrap changes the neighbor address; it does not remove the mixed term

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Put \(e[q]=x[2q]\) and \(o[q]=x[2q+1]\), with channel indices taken modulo eight. Then

\[ \begin{aligned} F(x)[2q]&=e[q]+\tfrac12 e[q]o[q-1],\\ F(x)[2q+1]&=o[q]+\tfrac12 o[q]e[q]. \end{aligned} \]

The even output needs the previous odd sample; the odd output needs the current even sample. This is the same carry in the address system that appeared in the one-sample delay matrix.

Check two actual outputs

The running values are \(x[1]=1/4\), \(x[2]=1/2\), and \(x[3]=1/4\), so

\[ F(x)[2]=\tfrac12+\tfrac12\tfrac12\tfrac14=\tfrac9{16}, \qquad F(x)[3]=\tfrac14+\tfrac12\tfrac14\tfrac12=\tfrac5{16}. \]

Applying the same formula independently within each decimated array would use the wrong neighbors. Keeping the full channel tuple avoids that loss of information. The supplied suite compares every output sample in the two implementations using exact rational arithmetic. No convergence, contraction, or approximation property follows merely from writing these exact coordinates. Those require hypotheses on the nonlinear map and the problem being solved.

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Exact packet coordinates remain available for nonlinear maps. They do not turn cross-channel interactions into independent channel problems.

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