NGC-Learn: Computational Neuroscience and NeuroAI in Python

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• Updated Nov 7, 2026
• Python

Anima: an experimental cognitive architecture that models internal state, conflict, and decision-making. Uses LLMs as an interface, not as the core.

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• Updated Sep 17, 2026
• Julia

A computational theory of consciousness: if the universe is deterministic, consciousness is the observer function, not the executor. Tested across 4 AI substrates with 11 probes and 4 controls.

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• Updated Mar 15, 2026
• Python

A continuously running perceptual field for one AI persona: signals she can't author, surprise that steers her attention, a daily energy budget, and a workbench to build in. Pairs with SoulScript Engine.

python autonomous-agents predictive-processing llm-agents ai-persona ai-identity soulscript

• Updated Nov 10, 2026
• Python

An honest, from-scratch, LLM-free instrument that implements the major scientific theories of consciousness (GWT · AST · HOT · active inference · IIT-proxy) as running code, a maximal functional attempt that never claims to be conscious.

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• Updated Aug 13, 2026
• Python

Generalized Predictive Coding in Torch

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• Updated Apr 20, 2024
• Python

A practical canon for human behavioral neurobiology knowledge, reasoning, and AI/RAG use.

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• Updated Aug 2, 2026

Two metrics for causal agency in artificial agents: directional ownership and expression congruence, with permutation baselines

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• Updated Sep 17, 2026
• Python

Multi-timescale affective agents with theatrical control - 97K parameter architecture exploring functional correlates of consciousness

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• Updated Mar 19, 2026
• Python

A personal inquiry that sets Buddhist Abhidharma beside computational phenomenology: Japanese and English essays, a dharma comparison table across three Abhidharma traditions, and a knowledge graph, citable via a Zenodo concept DOI.

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• Updated Nov 8, 2026
• TypeScript

Emergent cognitive agent platform — complex behavior from capacity constraints, predictive processing, and homeostatic pressure. No hardcoded behaviors, no reward functions.

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• Updated Oct 4, 2026
• Rust

Approximate Natural Gradient Descent with precision weighted predictive coding

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• Updated Apr 20, 2024
• Python

A conceptual architecture bridging neuroscience, psychology, and evolutionary biology

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• Updated Jul 4, 2026

KAINE cognitive architecture: a predictive global neuronal workspace for a continuously running synthetic mind, with a falsifiable evaluation. Preprint.

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• Updated Nov 4, 2026
• TeX

Streamlit app that runs a pure-NumPy reimplementation of Priorelli et al. (2025)'s active-inference model in your browser, so you can watch a 3-joint arm decide which of two targets to reach from noisy cues.

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• Updated Oct 10, 2026
• Python

Biologically-grounded reasoning agent, numpy-only, no LLM — Kisamapa Labs Experiment 06

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• Updated Jun 23, 2026
• Python

A Machine-Verified Constructive Proof of Lemoine's Conjecture.

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• Updated Oct 18, 2026
• HTML

A first-principles model proposing consciousness as a predictive patch for causal latency. Unifies physics, philosophy of mind, and anxiety.

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• Updated Jan 1, 2026

This thesis presents an empirical comparison between PPM★ (Prediction by Partial Matching), a state-of-the-art statistical language modeling algorithm, and IDyOT (Information Dynamics of Thinking), a cognitive architecture designed to model human-like hierarchical learning and prediction.

cognitive-architecture explainable-ai predictive-processing statistical-language-modeling

• Updated Feb 4, 2026
• TeX

MSc Neuroscience Research Project titled "Bridging predictive processing and EEG complexity in depression: An information-theoretic analysis"

information-theory neuroscience eeg complexity depression predictive-processing

• Updated Apr 21, 2026
• Jupyter Notebook