16 shipped modules + research modules from source. Production modules ship in the pip wheel with 100% test coverage.
| Module | Items | Status | Description |
|---|---|---|---|
| neurons | 178 | Production | Biophysical + AI-optimised models spanning 1943–2026 |
| engine/Rust | 56K LOC | Production | SIMD bitstream, Rayon NetworkRunner (160 models), PyO3 |
| compiler | — | Production | IR graph → SystemVerilog + MLIR/CIRCT |
| learning | 13 | Production | STDP, R-STDP, e-prop, BPTT, MAML, BCM, EWC, STP |
| analysis | 132 fns | Production | 24 modules: ISI, CV, Granger, GPFA, SPADE + 132 functions |
| training | 12 cells | Production | 6 surrogate gradient functions × LIF/ALIF/Recurrent/EProp |
| hardware | 19 modules | Production | Synthesisable Verilog RTL + 72 formal properties |
| nir_bridge | 18/18 | Stable | 100% NIR coverage. snnTorch, Norse, SpikingJelly interop |
| decoders | 4 | Stable | POYO+, POSSM, NDT3, CEBRA foundation model decoders |
| compression | 6 codecs | Stable | 24x waveform, 750x spike on 1024-channel data |
| chip_emulators | 9 | Stable | Loihi, TrueNorth, BrainScaleS, SpiNNaker, Akida, DPI |
| model_zoo | 10+3 | Stable | Pre-built configs + 3 pre-trained weight sets |
| studio | — | Dev Preview | Web IDE: equation editor, network canvas, training, synthesis |
| quantum | — | Research | SC-to-quantum compiler, Qiskit + PennyLane hybrid |
| hdc | — | Research | Hyper-dimensional computing, vector symbolic architectures |
| adapters | 16 | Research | SCPN layer adapters (L1–L16) + holonomic JAX |