Binomial sequences over prime fields
Pith reviewed 2026-06-25 22:17 UTC · model grok-4.3
The pith
Binomial p-ary sequences form a basis for the vector space of all sequences over F_p with period a power of p.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
The family of p-ary sequences with period a power of p forms a vector space over F_p, and the family of binomial p-ary sequences is a basis of this space.
What carries the argument
Binomial p-ary sequences, constructed via formation rules that generalize the diagonals of Pascal's triangle modulo p.
If this is right
- Every sequence with period a power of p admits a unique expression as a linear combination of binomial sequences with coefficients in F_p.
- The binomial sequences are linearly independent over F_p.
- The binomial sequences together span the entire vector space of period-p^k sequences.
Where Pith is reading between the lines
- The basis expansion supplies a direct route to computing linear complexity or other invariants by examining the support of the coefficient vector.
- The same vector-space structure may be used to generate or enumerate all sequences of a given period systematically.
Load-bearing premise
The formation rules for binomial p-ary sequences automatically guarantee linear independence and that they span the full space of period-p^k sequences.
What would settle it
An explicit sequence over F_p with period p^k that cannot be expressed as any linear combination of the binomial sequences, or a nontrivial linear dependence relation satisfied by those sequences.
read the original abstract
The binary binomial sequences correspond to the diagonals of the Pascal's triangle modulo 2. They have interesting properties such as they form a basis of the linear space of all binary sequences with period a power of 2. Other properties of these sequences (period, linear complexity, construction rules or relations among different binomial sequences) have been deeply analysed in detail previously. In this work, we study the binomial $p$-ary sequences for a prime $p$, its intrinsic characteristic and formation rules. We also prove that the family of $p$-ary sequences with period a power of $p$ form a vector space over $\mathbb{F}_p$ and that the family of binomial $p$-ary sequences is a basis of this space.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper studies binomial p-ary sequences, defined analogously to the binary case as diagonals of Pascal's triangle modulo p. It examines their intrinsic characteristics and formation rules, and proves that the family of all F_p-valued sequences with period a power of p forms a vector space over F_p, with the family of binomial p-ary sequences serving as a basis.
Significance. The generalization of the binary binomial sequence basis property to arbitrary primes is of interest in the theory of periodic sequences over finite fields. The vector-space and basis claims follow from the standard forward-difference argument (linear independence by induction on successive differences), which applies verbatim for any prime p with no additional conditions required. The paper's primary contribution therefore lies in the explicit formation rules and intrinsic characteristics for general p.
minor comments (3)
- [Abstract] Abstract: the claim of a proof is stated without any outline of the argument or reference to the forward-difference construction; a one-sentence sketch would improve accessibility.
- The definition of the binomial p-ary sequences via formation rules should be stated explicitly (with the precise recurrence or generating function) before the vector-space claim is proved.
- Notation for the period-p^m sequences and the indexing of the binomial family should be introduced consistently in the first section.
Simulated Author's Rebuttal
We thank the referee for the careful reading and the recommendation of minor revision. We address the observation regarding the standard nature of the basis argument below.
read point-by-point responses
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Referee: The vector-space and basis claims follow from the standard forward-difference argument (linear independence by induction on successive differences), which applies verbatim for any prime p with no additional conditions required. The paper's primary contribution therefore lies in the explicit formation rules and intrinsic characteristics for general p.
Authors: We agree that the linear independence of the binomial sequences via the forward-difference operator is a standard technique that extends directly to any prime p. The manuscript includes a self-contained presentation of this argument for completeness. The core contribution of the work remains the definition of binomial p-ary sequences, together with their explicit formation rules, intrinsic properties, and relations, which provide a non-trivial generalization of the binary case to arbitrary primes. revision: no
Circularity Check
No significant circularity detected
full rationale
The central claim is that p-ary sequences of period p^k form a vector space over F_p with the binomial sequences (defined via the natural extension of the binary case, i.e., binom(n,k) mod p) as a basis. This is established by the standard forward-difference argument on the finite rings Z/p^m Z, which shows linear independence and spanning directly from the properties of binomial coefficients and does not reduce to any self-definition, fitted parameter, or self-citation chain. The paper's formation rules coincide with this construction; no load-bearing step collapses to an input by construction. The result is therefore self-contained against external mathematical benchmarks.
Axiom & Free-Parameter Ledger
axioms (1)
- standard math Vector space axioms hold over finite fields F_p
Reference graph
Works this paper leans on
-
[1]
Aegean Park Press, Laguna Hill, California (1982)
Golomb, S.W.: Shift Register-Sequences. Aegean Park Press, Laguna Hill, California (1982)
1982
-
[2]
Cambridge University Press, New York, NY (1986)
Lidl, R., Niederreiter, H.: Introduction to Finite Fields and Their Applications. Cambridge University Press, New York, NY (1986)
1986
-
[3]
Journal of Mathematical Sciences187, 115– 128 (2012) https://doi.org/10.1007/s10958-012-1054-2
Goltvanitsa, M.A., Zaitsev, S.N., Nechaev, A.A.: Skew linear recurring sequences of maximal period over Galois rings. Journal of Mathematical Sciences187, 115– 128 (2012) https://doi.org/10.1007/s10958-012-1054-2
-
[4]
Finite Fields and Their Applications8(2), 256–267 (2002) https://doi
Tsaban, B., Vishne, U.: Efficient linear feedback shift registers with maximal period. Finite Fields and Their Applications8(2), 256–267 (2002) https://doi. org/10.1006/ffta.2001.0339
-
[5]
Bush, M.R., Quijada, D.: Period sets of linear recurrences over finite fields and related commutative rings. Involve, a Journal of Mathematics14(3), 361–376 (2021) https://doi.org/10.2140/involve.2021.14.361 33
-
[6]
Advances in Applied Mathematics127, 102180 (2021) https://doi.org/10.1016/ j.aam.2021.102180
Ganesan, G.: Linear recurrences over a finite field with exactly two periods. Advances in Applied Mathematics127, 102180 (2021) https://doi.org/10.1016/ j.aam.2021.102180
arXiv 2021
-
[7]
PhD thesis, Faculty of Technology, Natural Sciences and Maritime Studies, University of South-Eastern Norway (2024)
Bos, S.: Beyond 0 and 1: A mixed radix design and verification workflow for modern ternary computers. PhD thesis, Faculty of Technology, Natural Sciences and Maritime Studies, University of South-Eastern Norway (2024)
2024
-
[8]
https://www.computer- museum.ru/english/setun.htm
Brousentsov, N.P., Maslov, S.P., Ramil Alvarez, J., Zhogolev, E.A.: Develop- ment of ternary computers at Moscow State University. https://www.computer- museum.ru/english/setun.htm
-
[9]
Complexity2019, 1–13 (2019) https://doi.org/10.1155/2019/2108014
Cardell, S.D., F´ uster-Sabater, A.: Binomial representation of cryptographic binary sequences and its relation to cellular automata. Complexity2019, 1–13 (2019) https://doi.org/10.1155/2019/2108014
-
[10]
Mathematics (8), 1–26 (2020) https://doi
Cardell, S.D., Climent, J.-J., F´ uster-Sabater, A., Requena, V.: Representations of generalized self-shrunken sequences. Mathematics (8), 1–26 (2020) https://doi. org/10.3390/math8061006
-
[11]
Cambridge University Press, Cambridge (2005)
Golomb, S.W., Gong, G.: Signal Design for Good Correlation: For Wireless Com- munication, Cryptography, and Radar. Cambridge University Press, Cambridge (2005)
2005
-
[12]
Springer, Berlin, Heidelberg (2015)
Cox, D.A., Little, J., O’Shea, D.: Ideals, Varieties, and Algorithms: An Intro- duction to Computational Algebraic Geometry and Commutative Algebra, 3/e (Undergraduate Texts in Mathematics). Springer, Berlin, Heidelberg (2015). https://doi.org/10.1007/978-3-319-16721-3
-
[13]
Cambridge University Press, Cambridge (2012)
Horn, R.A., Johnson, C.R.: Matrix Analysis (2nd Edition). Cambridge University Press, Cambridge (2012). https://doi.org/10.1017/CBO9780511810817
-
[14]
Cambridge University Press, Cambridge (1991)
Horn, R.A., Johnson, C.R.: Topics in Matrix Analysis. Cambridge University Press, Cambridge (1991)
1991
-
[15]
Linear and Multilinear Algebra47(2), 129–136 (2000) https://doi.org/10.1080/03081080008818638
Abrams, L., Fishking, D.E., Valdes-Leon, S.: Reflecting the Pascal matrix about its main antidiagonal. Linear and Multilinear Algebra47(2), 129–136 (2000) https://doi.org/10.1080/03081080008818638
-
[16]
The American Mathemati- cal Monthly100(4), 372–376 (1993) https://doi.org/10.1080/00029890.1993
Call, G.S., Velleman, D.J.: Pascal’s matrices. The American Mathemati- cal Monthly100(4), 372–376 (1993) https://doi.org/10.1080/00029890.1993. 11990415
-
[17]
Integers2(2002) https: //doi.org/10.5281/zenodo.7589277
Kubelka, R.P.: Decomposition of Pascal’s kernels modp s. Integers2(2002) https: //doi.org/10.5281/zenodo.7589277
-
[18]
Journal of Cellular Automata11(2-3), 195–211 (2016)
Cardell, S.D., F´ uster-Sabater, A.: Linear models for the self-shrinking generator 34 based on CA. Journal of Cellular Automata11(2-3), 195–211 (2016)
2016
-
[19]
In: Proceedings IEEE International Symposium on Information Theory, p
Smarandache, R., Gluesing-Luerssen, H., Rosenthal, J.: Strongly MDS convo- lutional codes, a new class of codes with maximal decoding capability. In: Proceedings IEEE International Symposium on Information Theory, p. 426 (2002). https://doi.org/10.1109/ISIT.2002.1023698
-
[20]
Bulletin de la Soci´ et´ e Math´ ematique de France6, 49–54 (1878) https://doi.org/10.24033/bsmf.127
Lucas, E.: Sur les congruences des nombres eul´ eriens et des coefficients diff´ erentiels des fonctions trigonom´ etriques suivant un module premier. Bulletin de la Soci´ et´ e Math´ ematique de France6, 49–54 (1878) https://doi.org/10.24033/bsmf.127
-
[21]
Philosophical Transactions of the Royal Society of London109, 308–335 (1819)
Horner, W.G.: A new method of solving numerical equations of all orders, by continuous approximation. Philosophical Transactions of the Royal Society of London109, 308–335 (1819)
-
[22]
Addison-Wesley, Boston (1997)
Knuth, D.E.: The Art of Computer Programming, Volume 2: Seminumerical Algorithms, 3rd edn. Addison-Wesley, Boston (1997)
1997
-
[23]
CRC Press, Boca Raton, FL (1996) 35 Appendix A Table First 25 binomial sequences overF 5, periods and linear complexities
Menezes, A.J., Oorschot, P.C., Vanstone, S.A.: Handbook of Applied Cryptogra- phy. CRC Press, Boca Raton, FL (1996) 35 Appendix A Table First 25 binomial sequences overF 5, periods and linear complexities. Binomial sequence First terms Period LC n 0 1111111111111111111111111 1 1 n 1 0123401234012340123401234 5 2 n 2 0013100131001310013100131 5 3 n 3 00014...
1996
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