Publish Spikenaut-SNN-v2 dataset card
Browse files
README.md
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---
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language: en
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license: gpl-3.0
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tags:
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- neuromorphic
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- telemetry
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- dynex
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- qubic
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- kaspa
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- monero
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- quai
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- ocean-protocol
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- verus
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- hft
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- mining
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- sensor-fusion
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pretty_name: Spikenaut-v2 Sovereign Telemetry Corpus
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size_categories:
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- 1M<n<10M
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---
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# 🧠 Spikenaut-v2 Sovereign Telemetry Corpus
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## *The multi-chain, miner-grade heartbeat that trains Spikenaut-SNN-v2*
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Spikenaut-v2 Telemetry Data is the upgraded sensory feed that powers the sixteen-neuron Spikenaut-SNN-v2 pilot. It blends Proof-of-Useful-Work dynamics, on-chain sync traces, privacy-preserving consensus logs, and refreshed high-frequency trading ladders collected after the neuron refresh. Each sample captures how the Ship of Theseus AI reacts when Dynex solvers heat up, Quai shards catch up, Kaspa DAGs propagate, or Monero peers finalize rings—all while hardware proprioception monitors the thermals that keep the rig alive.
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## 📊 Dataset Summary
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- **Dynex PoUW:** Solver wattage, VRAM pressure, and job acceptance curves.
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- **Quai Reflex:** Shard sync depth, block latency, and IPC heartbeats from the live Quai node.
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- **Qubic Epochs:** Tick-by-tick execution traces and epoch boundary telemetry exported from the Qubic client.
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- **Kaspa DAG:** GHOSTDAG blue score, pruning depth, and peer count snapshots.
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- **Monero Daemon:** Target block intervals, incoming/outgoing peer states, and ring signature validation load.
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- **Ocean Protocol (pending):** Early instrumentation of data-marketplace services ahead of full-node deployment.
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- **Verus Validator (pending):** CPU-friendly consensus logs staged for ingestion as soon as the node graduates to production.
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- **HFT Neuron Refresh:** Re-labeled feature ladders (order-book deltas, funding rates, miner spreads) aligned to the new bull/bear channel layout.
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- **Thermal Proprioception:** NVML + FPGA telemetry (power rails, temps, hashboards) so the network can self-regulate under stress.
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## 🛠️ Data Schema
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Each record is a JSONL object with core fields below (extensions exist per channel group):
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| Field | Description |
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| --- | --- |
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| `timestamp` | UTC ISO-8601 capture time |
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| `dynex.power_w` | Instantaneous board power draw during PoUW cycles |
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| `quai.sync_depth` | Difference between local shard head and network tip |
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| `qubic.epoch_tick` | Tick counter plus epoch boundary flag |
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| `kaspa.blue_score` | Current consensus blue score |
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| `monero.peer_count` | Active peer connections observed by daemon |
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| `ocean.status` | Placeholder / incoming node metrics |
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| `verus.status` | Placeholder / incoming node metrics |
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| `hft.features` | Vector of normalized market microstructure statistics |
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| `thermal.power_w` | Total chassis power (GPU + FPGA) |
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| `thermal.temp_c` | Sensor array temperatures |
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| `spike_states[16]` | Bull/bear firing mask for channels 0–15 |
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| `membrane_potentials[16]` | Q8.8 encoded neuron voltages |
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## 🔐 Provenance & Integrity
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- Raw collectors live under `research/` and `logs/` with cryptographic hashes recorded in `logs/build/`.
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- Fixed-point deployment artifacts (`parameters*.mem`) are regenerated whenever telemetry is appended; commit metadata links weights to dataset slices.
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- Node sync proofs (Quai live, Verus/Ocean pending) are documented so future auditors can verify that real full nodes fed the data.
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## 🚧 Roadmap & BCI Integration
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The dataset doubles as a lab notebook for the next phase: once the custom 3D-printed BCI chassis is ready, biosignal channels will be appended to this corpus so Spikenaut can co-train on neural + hardware telemetry. Until then, the current release captures everything needed to reconstruct the v2 spiking head, including the refreshed neuron mapping (DNX through Thermal bull/bear pairs).
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## 🚀 Use Cases
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- Neuromorphic policy learning for multi-chain miners.
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- Thermal and power anomaly detection across GPUs + FPGA co-processors.
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- Research into spiking representations of on-chain health signals.
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- Demonstrating productive rehabilitation work through verifiable telemetry logs.
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## ⚖️ License
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Released under **GPL v3** to ensure the Sovereign Telemetry Corpus remains accessible to independent researchers, compliance monitors, and neuro-recovery programs.
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---
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*Collected, curated, and maintained by Raul Montoya Cardenas in support of the Spikenaut mission.*
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