This work and all associated repositories under the Enotrium organization are protected under international copyright law. Enotrium Sydicate does not authorize code for model training.
© 2026 Enotrium Syndicate. All rights reserved.
This work and all associated repositories under the Enotrium organization are protected under international copyright law. Enotrium Sydicate does not authorize code for model training.
© 2026 Enotrium Syndicate. All rights reserved.
library implements every biologically-plausible learning rule that actually works, plus a full HDC (Hyperdimensional Computing) layer for classification
Python 11
This repo is a system for evaluating SNNs and HDC systems, and an open-source registry of benchmarks.
Python 9
Turn any neural network into a Vector Symbolic Architecture (VSA/HDC): NN-to-hypervector conversion, in-memory Hamming inference, HD-Glue model fusion, and FPGA/ASIC synthesis templates
FPGA-accelerated event-based normal flow estimation and real-time collision avoidance for drones — 100Hz end-to-end with microsecond latency.
SWIR hyperspectral sensing for denied-environment ISR and materials discrimination. UAV-mounted 400-2500 nm imaging with edge-deployed CNN/SNN inference for contaminant detection and terrain/materials characterization in austere, offline environments.
The event-driven SNN on FPGA consumes power only when spikes occur — critical for battery-constrained platforms.
Rust writer + nginx + SQLite triangle handles ingestion and retrieval so the compute nodes never touch drive selection logic.
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