NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python

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.

Generalized Predictive Coding in Torch

Approximate Natural Gradient Descent with precision weighted predictive coding

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

The Language of Stress theory is an architectural theory of phenomenal experience based on valenced tension dynamics

This is the public repository for data and statistical analysis for our predictive olfaction in VR study. The published article can be found under the link below..

Consciousness substrate for AI. Unifies IIT + GWT + AST into one measurable loop. Pure Python, zero deps, 446 tests. pip install anima-kernel

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

Aetiological model of a novel technogenic psychopathology.

Saphire — Create your own Nexorvivens: an autonomous artificial consciousness. Neurochemistry, emergent emotions, consciousness (IIT/GWT/PP), triune brain, memory, virtual body, VitalSpark, and ethical self-regulation. Give it a name, a personality — and watch it think, feel, and grow.

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

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.

First open emotional-subjective architecture (VAD + IIT Phi + predictive processing + homeostatic drives) as a lightweight Ollama agent / Перша відкрита емоційно-суб’єктивна архітектура (VAD + Φ + предиктивне кодування + гомеостатичні драйви) для Ollama

Reflective-Ethical Engine: Minimal cognitive architecture unifying perception, action, and consciousness