Tutorials & Notebooks — SC-NeuroCore

Quickstart

01

HDC Symbolic Query

02

Fault-Tolerant Logic

03

End-to-End Pipeline

Complete SC inference: bitstream encode → AND-gate synapses → popcount → LIF neuron → multi-neuron layer

04

Neuron Explorer

Interactive exploration of 117+ models: voltage traces, spike rasters, phase portraits, F-I curves

Intermediate

05

NIR Bridge

06

Network Engine

07

Identity Substrate

08

Equation to Verilog

09

Topology & Dynamics

10

Spike Train Analysis

Advanced

11

Biological Circuits

12

Learning Rules

13

Quantisation Pipeline

14

SC Arithmetic Theory

15

Fault Tolerance

16

Neuron Atlas

17

Reservoir Computing

18

Mixed Precision SC

19

Compression & Pruning

20

Power Analysis

Specialist

21

Spike ALU (Turing-Complete)

22

IR Type Safety

23

Topological Observables

24

Identity Lazarus

25

Cortical Column Dynamics

26

Spike Codec Benchmark

27

Python to Proven Silicon

Complete: ODE string → Python sim → IR type check → Q8.8 Verilog → formal verification → resource estimate

28

Domain Bridge (Quantum + Probabilistic)

Evidence & Readiness

29

Golden Path Evidence

30

SHD Vertex Deployable Evidence

31

Balanced Resonate-and-Fire Evidence

32

Posner IBM Readiness Evidence

33

HIL Digital Twin Evidence

34

Industrial Readiness Evidence

35

BCI Closed-Loop Evidence

36

Fault Resilience Evidence

37

Neuro-Symbolic Self-Verification Evidence

38

Formal SNN Verification Standard Evidence

39

Self-Hosted Hub Evidence

40

Zenith BCI Loop Evidence

quickstart_colab.ipynb — run in Google Colab, zero install

30 Python Examples

01_basic_sc_encoding.py

02_sc_neuron_layer.py

03_ir_compile_demo.py

04_vectorized_layer.py

05_scpn_stack.py

06_hdl_generation.py

07_ensemble_consensus.py

08_hdc_symbolic_query.py

09_safety_critical_logic.py

10_benchmark_report.py

11_sc_training_demo.py

12_load_pretrained_model.py

14_bioware_closed_loop_demo.py

15_photonic_compilation_demo.py

16_evo_substrate_demo.py

ann_to_snn_demo.py

codec_benchmark.py

codec_benchmark_realistic.py

codec_benchmark_suite.py

delay_training_demo.py

demo_waveform_codec.py

jax_training_demo.py

mnist_conv_train.py

nir_roundtrip_demo.py

norse_nir_roundtrip.py

power_comparison.py

snntorch_nir_roundtrip.py

spikingjelly_nir_roundtrip.py

train_mnist.py