Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Log inSign up
Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Blog
Job Board
Q3AS

© 2026 Aqora Quantum S.A.S.

TermsPrivacyLegal Notice

Phosphorus Nuclear Spin Qubits for Sustained Quantum Coherence in Neural Networks — E8 Intelligence Research

Andrew Stewart Caldin

Published Jul 31, 2026• 0 citations
Publisher

Abstract

FINDING: Matthew Fisher proposes nuclear spin of phosphorus atoms as a qubit substrate for quantum processing in neural networks, with specific decoherence times and molecular binding geometries enabling sustained quantum coherence. MATH: - Phosphorus nuclear spin: I = 1/2 (qubit) - Decoherence time scale for nuclear spins in biological environment: ~1 second (Fisher's estimate, based on NMR relaxation rates) - Key molecular candidate: Posner molecule (Ca₉(PO₄)₆) — symmetry group: trigonal (likely D₃h or C₃v) - Quantum entanglement lifetime in Posner clusters: predicted > 1 second due to spin shielding by calcium ions - Fisher's quantum cognition model requires: - Entanglement swapping between Posner molecules - Rate of quantum processing: ~10–100 Hz (compatible with neural firing rates) - No explicit equation for consciousness given; model is a quantum information processing framework. CONNECTION: - Posner molecule geometry: 6 phosphate groups arranged around c Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

DOI
10.5281/zenodo.21714636

Related papers

Nuclear Spin Qubits in Phosphorus Complexes as Substrate for Quantum Cognition — E8 Intelligence Research

Andrew Stewart Caldin

FINDING: Matthew Fisher proposes nuclear spin qubits in phosphorus atoms (¹³C-³¹P molecular complexes) as the physical substrate for quantum cognition, with specific decoherence timescales and molecular geometries enabling neural-scale quantum processing. | MATH: Fisher's model requires spin coherence times \( T_2 \gtrsim 10^{-3} \) s at physiological temperatures (~310 K); the key interaction is the hyperfine coupling \( A \approx 100 \) MHz between ³¹P and ¹³C nuclear spins; the proposed molecular scaffold is a Posner molecule \( \text{Ca}_9(\text{PO}_4)_6 \) — the phosphate cluster has 6 phosphorus atoms, each with spin-1/2 ³¹P, yielding a Hilbert space dimension \( 2^6 = 64 \) per Posner molecule; quantum entanglement between phosphorus spins is mediated via the \( J \)-coupling \( J \approx 10 \)–\( 100 \) Hz between adjacent ³¹P nuclei through the calcium-oxygen lattice. | CONNECTION: The Posner molecule \( \text{Ca}_9(\text{PO}_4)_6 \) exhibits approximate octahedral symmetry (p Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

•Oct 16, 2026•0 citations

Nuclear Spin Qubits in Phosphorus for Quantum Cognition — E8 Intelligence Research

Andrew Stewart Caldin

FINDING: Matthew Fisher proposes nuclear spin qubits in phosphorus atoms (P31) as the physical substrate for quantum cognition, with decoherence timescales sufficient for neural processing. MATH: - P31 nuclear spin: I = 1/2, gyromagnetic ratio γ ≈ 17.235 MHz/T - Decoherence time T₂ ≈ 10⁻³ s (milliseconds) in hydrated biological environments - Energy splitting: ΔE = ħγB₀, with B₀ ≈ 50 μT (Earth's field) → ΔE ≈ 5.7 × 10⁻³¹ J - Fisher's key condition: T₂ > synaptic transmission time (~10⁻³ s) → satisfied - Quantum error correction threshold: ~10⁻⁴ per gate, achievable with nuclear spin interactions via J-coupling (~10–100 Hz) CONNECTION: - No explicit golden ratio or base-60 link in Fisher's work. However, the P31 nuclear spin system maps to a qubit lattice that could support crystallographic symmetry groups (e.g., cubic or hexagonal close-packed) if arranged in Posner molecules (Ca₉(PO₄)₆ clusters). - Posner molecule geometry: six phosphate groups around a calcium core Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

•Aug 7, 2026•0 citations

Phosphorus Nuclear Spin in Posner Molecules as a Substrate for Neural Quantum Computation — E8 Intelligence Research

Andrew Stewart Caldin

FINDING: Matthew Fisher proposes nuclear spin of phosphorus atoms in Posner molecules as a quantum processing substrate for cognition, with decoherence timescales sufficient for neural quantum computation. MATH: Key constants: Phosphorus-31 nuclear spin I=1/2, gyromagnetic ratio γ=17.235 MHz/T, Larmor frequency ~70 MHz at 4T (biological field). Decoherence time T2 ~ 1 second for phosphorus in Posner clusters (Ca9(PO4)6). Quantum error correction threshold ~10^-4 per gate. Fisher's model requires entanglement lifetime > 100 ms for cognitive relevance. CONNECTION: Posner molecule (Ca9(PO4)6) has cubic symmetry (space group I4̅3d, #220) — a body-centered cubic lattice with 24 phosphorus atoms per unit cell. The 6 phosphorus atoms in each Posner cluster form an octahedron (Oh symmetry), a root system of type D3 (equivalent to A3). The octahedral symmetry group order is 48, matching the 48 phosphorus atoms in the full unit cell. The ratio of phosphorus nuclear spin coherence time to synap Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

•Aug 10, 2026•0 citations

Phosphorus Nuclear Spins in Posner Molecules: A Quantum Cognition Substrate with 10^5-Second Coherence — E8 Intelligence Research

Andrew Stewart Caldin

FINDING: Matthew Fisher proposes phosphorus nuclear spins in Posner molecules as a quantum processing substrate for cognition, with decoherence times up to ~10^5 seconds. | MATH: Key constants: phosphorus-31 nuclear spin I=1/2, gyromagnetic ratio γ=17.235 MHz/T, Larmor frequency ω_L = γB (e.g., ~1.2 kHz at Earth's field ~0.07 mT). Decoherence time T₂ ~ 10^5 s implies Q = ω_L T₂ ~ 10^8. Fisher's model uses spin-spin coupling J ~ 10-100 Hz between adjacent phosphorus nuclei in Ca₉(PO₄)₆ clusters (Posner molecules). The quantum error threshold for fault-tolerant computation is ~10⁻⁴ per gate; Fisher's estimated gate fidelity from dipolar coupling is ~10⁻³. | CONNECTION: Weak — no explicit geometric ratios (0.382, 0.618, 0.786, 1.618, 2.618) or base-60 appear. However, Posner molecule symmetry (Ca₉(PO₄)₆) has approximate octahedral (O_h) crystallographic symmetry, with 6 phosphate tetrahedra arranged around a central calcium ion — a structure related to the root system of F₄ (24 roots) and Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

•Jul 28, 2026•0 citations

Phosphorus Nuclear Spins in Posner Molecules for Neural Quantum Processing — E8 Intelligence Research

Andrew Stewart Caldin

FINDING: Matthew Fisher proposes that nuclear spins of phosphorus atoms in Posner molecules (Ca₉(PO₄)₆) can sustain quantum coherence long enough for neural quantum processing, with specific spin dynamics and entanglement mechanisms. | MATH: Key constants: phosphorus nuclear spin I=1/2, gyromagnetic ratio γ_P ≈ 1.08×10⁸ rad/(s·T), spin-lattice relaxation time T₁ ~ 1-10 s in biological environments, spin-spin coherence time T₂ ~ 0.1-1 s. Posner molecule symmetry: cubic (space group I4̄3d, lattice constant a ≈ 15.2 Å), with 6 phosphate groups arranged in octahedral geometry. Quantum gate operations rely on dipolar coupling J ~ 10-100 Hz between adjacent phosphorus spins. | CONNECTION: Posner molecule crystallographic symmetry (I4̄3d) is a body-centered cubic lattice with 4-fold screw axes and 3-fold rotoinversion — directly linked to root system D₃ (so(6) algebra). Octahedral phosphate arrangement yields bond angles of 90° and 180°, matching crystallographic point group O_h. No explicit Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

•Jul 22, 2026•0 citations

Nuclear Spin Qubits in Posner Molecules: Quantum Cognition via Calcium Phosphate — E8 Intelligence Research

Andrew Stewart Caldin

FINDING: Matthew Fisher proposes nuclear spin qubits (phosphorus-31) in neural membranes as a quantum processing substrate, with a specific molecular mechanism (Posner molecules, Ca₃(PO₄)₆) enabling long-lived quantum coherence. | MATH: Nuclear spin-1/2 for ³¹P; Posner molecule Ca₉(PO₄)₆ — 6 phosphate groups, 9 Ca²⁺ ions; quantum entanglement lifetime τ ~ 10⁵ s (hours) at physiological temperature; decoherence rate Γ ∝ exp(−ΔE/k_BT) suppressed by spin-singlet pairing; Fisher's key ratio: entanglement fidelity F > 0.99 for ³¹P spin pairs in Posner clusters. | CONNECTION: Posner molecule has **octahedral symmetry (O_h)** — 6 phosphate tetrahedra arranged at vertices of a regular octahedron, a crystallographic point group (order 48). The ³¹P nuclei sit at positions corresponding to the **octahedral root system D₃** (6 vertices ±e₁, ±e₂, ±e₃). The Ca²⁺ ions form a **cuboctahedral shell** (12 vertices, Archimedean solid) — related to the **fcc lattice** and the **root system of F₄**. The ra Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

•Sep 2, 2026•0 citations
FINDING: Matthew Fisher proposes nuclear spin of phosphorus atoms as a qubit substrate for quantum processing in neural networks, with specific decoherence times and molecular binding geometries enabling sustained quantum coherence. MATH: - Phosphorus nuclear spin: I = 1/2 (qubit) - Decoherence time scale for nuclear spins in biological environment: ~1 second (Fisher's estimate, based on NMR relaxation rates) - Key molecular candidate: Posner molecule (Ca₉(PO₄)₆) — symmetry group: trigonal (likely D₃h or C₃v) - Quantum entanglement lifetime in Posner clusters: predicted > 1 second due to spin shielding by calcium ions - Fisher's quantum cognition model requires: - Entanglement swapping between Posner molecules - Rate of quantum processing: ~10–100 Hz (compatible with neural firing rates) - No explicit equation for consciousness given; model is a quantum information processing framework. CONNECTION: - Posner molecule geometry: 6 phosphate groups arranged around c Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
FINDING: Matthew Fisher proposes nuclear spin qubits in phosphorus atoms (¹³C-³¹P molecular complexes) as the physical substrate for quantum cognition, with specific decoherence timescales and molecular geometries enabling neural-scale quantum processing. | MATH: Fisher's model requires spin coherence times T2≳10−3 T_2 \gtrsim 10^{-3} T2​≳10−3 s at physiological temperatures (~310 K); the key interaction is the hyperfine coupling A≈100 A \approx 100 A≈100 MHz between ³¹P and ¹³C nuclear spins; the proposed molecular scaffold is a Posner molecule Ca9(PO4)6 \text{Ca}_9(\text{PO}_4)_6 Ca9​(PO4​)6​ — the phosphate cluster has 6 phosphorus atoms, each with spin-1/2 ³¹P, yielding a Hilbert space dimension 26=64 2^6 = 64 26=64 per Posner molecule; quantum entanglement between phosphorus spins is mediated via the J J J-coupling J≈10 J \approx 10 J≈10–100 100 100 Hz between adjacent ³¹P nuclei through the calcium-oxygen lattice. | CONNECTION: The Posner molecule Ca9(PO4)6 \text{Ca}_9(\text{PO}_4)_6 Ca9​(PO4​)6​ exhibits approximate octahedral symmetry (p Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
FINDING: Matthew Fisher proposes nuclear spin qubits in phosphorus atoms (P31) as the physical substrate for quantum cognition, with decoherence timescales sufficient for neural processing. MATH: - P31 nuclear spin: I = 1/2, gyromagnetic ratio γ ≈ 17.235 MHz/T - Decoherence time T₂ ≈ 10⁻³ s (milliseconds) in hydrated biological environments - Energy splitting: ΔE = ħγB₀, with B₀ ≈ 50 μT (Earth's field) → ΔE ≈ 5.7 × 10⁻³¹ J - Fisher's key condition: T₂ > synaptic transmission time (~10⁻³ s) → satisfied - Quantum error correction threshold: ~10⁻⁴ per gate, achievable with nuclear spin interactions via J-coupling (~10–100 Hz) CONNECTION: - No explicit golden ratio or base-60 link in Fisher's work. However, the P31 nuclear spin system maps to a qubit lattice that could support crystallographic symmetry groups (e.g., cubic or hexagonal close-packed) if arranged in Posner molecules (Ca₉(PO₄)₆ clusters). - Posner molecule geometry: six phosphate groups around a calcium core Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
FINDING: Matthew Fisher proposes nuclear spin of phosphorus atoms in Posner molecules as a quantum processing substrate for cognition, with decoherence timescales sufficient for neural quantum computation. MATH: Key constants: Phosphorus-31 nuclear spin I=1/2, gyromagnetic ratio γ=17.235 MHz/T, Larmor frequency ~70 MHz at 4T (biological field). Decoherence time T2 ~ 1 second for phosphorus in Posner clusters (Ca9(PO4)6). Quantum error correction threshold ~10^-4 per gate. Fisher's model requires entanglement lifetime > 100 ms for cognitive relevance. CONNECTION: Posner molecule (Ca9(PO4)6) has cubic symmetry (space group I4̅3d, #220) — a body-centered cubic lattice with 24 phosphorus atoms per unit cell. The 6 phosphorus atoms in each Posner cluster form an octahedron (Oh symmetry), a root system of type D3 (equivalent to A3). The octahedral symmetry group order is 48, matching the 48 phosphorus atoms in the full unit cell. The ratio of phosphorus nuclear spin coherence time to synap Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
FINDING: Matthew Fisher proposes phosphorus nuclear spins in Posner molecules as a quantum processing substrate for cognition, with decoherence times up to ~10^5 seconds. | MATH: Key constants: phosphorus-31 nuclear spin I=1/2, gyromagnetic ratio γ=17.235 MHz/T, Larmor frequency ω_L = γB (e.g., ~1.2 kHz at Earth's field ~0.07 mT). Decoherence time T₂ ~ 10^5 s implies Q = ω_L T₂ ~ 10^8. Fisher's model uses spin-spin coupling J ~ 10-100 Hz between adjacent phosphorus nuclei in Ca₉(PO₄)₆ clusters (Posner molecules). The quantum error threshold for fault-tolerant computation is ~10⁻⁴ per gate; Fisher's estimated gate fidelity from dipolar coupling is ~10⁻³. | CONNECTION: Weak — no explicit geometric ratios (0.382, 0.618, 0.786, 1.618, 2.618) or base-60 appear. However, Posner molecule symmetry (Ca₉(PO₄)₆) has approximate octahedral (O_h) crystallographic symmetry, with 6 phosphate tetrahedra arranged around a central calcium ion — a structure related to the root system of F₄ (24 roots) and Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
FINDING: Matthew Fisher proposes that nuclear spins of phosphorus atoms in Posner molecules (Ca₉(PO₄)₆) can sustain quantum coherence long enough for neural quantum processing, with specific spin dynamics and entanglement mechanisms. | MATH: Key constants: phosphorus nuclear spin I=1/2, gyromagnetic ratio γ_P ≈ 1.08×10⁸ rad/(s·T), spin-lattice relaxation time T₁ ~ 1-10 s in biological environments, spin-spin coherence time T₂ ~ 0.1-1 s. Posner molecule symmetry: cubic (space group I4̄3d, lattice constant a ≈ 15.2 Å), with 6 phosphate groups arranged in octahedral geometry. Quantum gate operations rely on dipolar coupling J ~ 10-100 Hz between adjacent phosphorus spins. | CONNECTION: Posner molecule crystallographic symmetry (I4̄3d) is a body-centered cubic lattice with 4-fold screw axes and 3-fold rotoinversion — directly linked to root system D₃ (so(6) algebra). Octahedral phosphate arrangement yields bond angles of 90° and 180°, matching crystallographic point group O_h. No explicit Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com
FINDING: Matthew Fisher proposes nuclear spin qubits (phosphorus-31) in neural membranes as a quantum processing substrate, with a specific molecular mechanism (Posner molecules, Ca₃(PO₄)₆) enabling long-lived quantum coherence. | MATH: Nuclear spin-1/2 for ³¹P; Posner molecule Ca₉(PO₄)₆ — 6 phosphate groups, 9 Ca²⁺ ions; quantum entanglement lifetime τ ~ 10⁵ s (hours) at physiological temperature; decoherence rate Γ ∝ exp(−ΔE/k_BT) suppressed by spin-singlet pairing; Fisher's key ratio: entanglement fidelity F > 0.99 for ³¹P spin pairs in Posner clusters. | CONNECTION: Posner molecule has **octahedral symmetry (O_h)** — 6 phosphate tetrahedra arranged at vertices of a regular octahedron, a crystallographic point group (order 48). The ³¹P nuclei sit at positions corresponding to the **octahedral root system D₃** (6 vertices ±e₁, ±e₂, ±e₃). The Ca²⁺ ions form a **cuboctahedral shell** (12 vertices, Archimedean solid) — related to the **fcc lattice** and the **root system of F₄**. The ra Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com