Deep Space
Exoplanet Surveyor
Multi-spectral telescope array fusion across parsec-scale baselines. Coherent signal extraction from 10⁻²³W photon streams with adaptive uncertainty weighting.
SIGNAL
Belief Flow Coprocessor / ARTIX-7 FPGA
Massively parallel epistemic transport engine. Fixed-topology information fusion at deterministic latency. Where spontaneous symmetry breaking meets real-time sensor algebra.
BFC-V1 / Q16.16 Fixed-Point
01 / Specifications
Platform
ARTIX-7 FPGA
XC7A200T-2FBG484
Clock Domain
50-100 MHz
Synchronous fabric
Numeric Format
Q16.16 Fixed
Saturating arithmetic
State Dimension
n=2 to n=8
Compile-time config
Sensor Channels
k=3 to k=16
Heterogeneous rates
Latency Bound
< 10 μs
End-to-end guarantee
Pipeline Architecture
Ingress → Normalize → Gate → Transport → Weight → Route → Accumulate
Each morphism is a typed stream transformer with valid/ready handshake. Time monotonicity preserved across heterogeneous sensor domains. Quality flags propagate deterministically through the dataflow graph.
Evidence accumulation in information form: Λ_new = Λ_old + Λ_evidence, η_new = η_old + η_evidence. State recovery via on-chip LDLᵀ solver or host-side inversion.
02 / Deployment
TARGET DOMAINS
Multidomain signal processing across extreme environments. From orbital mechanics to neural interfaces.
01
Defense Systems
Tactical Swarm
Distributed drone coordination through epistemic consensus. 1000+ agent fusion at <5ms latency over lossy mesh networks.
Research Lab
Quantum Decoherence Monitor
Real-time Bayesian inference on quantum state tomography data. Continuous belief transport across Hilbert space projections.
BioMed Interface
Neural Prosthetic
96-channel neural spike train fusion into motor intent vectors. Adaptive Kalman transport with cortical plasticity compensation.
Aerospace
Hypersonic Flight Control
Mach 12+ sensor fusion under plasma blackout. Gyro-star tracker-accelerometer transport through non-Gaussian turbulence models.
Particle Physics
Dark Matter Detector
Xenon TPC event reconstruction with multi-PMT coincidence. Null-result aware evidence accumulation across 10⁶ channels.
03 / Architecture
CORE INVARIANTS
DETERMINISTIC LATENCY
Bounded end-to-end delay from sensor input to fused state output. No batch windows. No jitter. Hardware guarantees at fabric level.
COMPOSITIONAL MORPHISMS
Small typed stream transformers with verifiable laws. Time monotonicity. Quality propagation. Fusion associativity up to rounding error.
INFORMATION FORM
Gaussian belief representation as (Λ,η) pairs. Additive fusion. FPGA-friendly structured accumulation. Optional on-chip solver for small n.
FIXED-POINT ALGEBRA
Q16.16 format throughout. Bounded quantization error. Saturation semantics. Bit-exact golden model verification. No floating-point uncertainty.
04 / Reference
IMPLEMENTATION
HDL
- SystemVerilog
- Handshaked streams
Toolchain
- Vivado 2023.2
- CocoTB testbench
- Python golden
Interface
- UART / SPI
- USB-FIFO
- Memory-mapped
Verification
- Bit-exact model
- Property checks
Status
- V1 Prototype
- Active Dev
© 2025 GOLDSTONE Project. Licensed under MIT.
Math first. Hardware second. Vibes never.