#openscience

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Neuraxon 2.0 is out!!! Our new paper & code & demo by Jose Sánchez & David Vivancos - e/acc with Qubic #OpenScience setting the ground for #Aigarth #intelligenttissue by Come-from-Beyond The real path towards #TrueAI one step forward to #AGI & #ASI Read the preprint Paper: (All the details of our ongoing updated research) Explore the Code: (Please give us a⭐fork and build!) Play with the New Interactive Demo: (Build your own Neuraxon NetWork) 🚀Why Neuraxon 2.0 matters for AI? Because it replaces rigid binary perceptrons with bio-inspired trinary neurons that run continuously, compute at both synapse & neuron level, self-generate activity, rewire on the fly, and evolve via Aigarth hybridization, delivering real-time, energy-efficient, lifelong learning that actually adapts like a brain. 🔥Neuraxon 2.0 vs 1.0 — What’s New? - CTSN complemented trinary states → no more iterative info loss - Synaptic Time Warping (ChronoPlasticity) → adaptive long-horizon memory - 9-receptor neuromod system (DA/5HT/ACh/NA subtypes) with realistic tonic/phasic + crosstalk - Built-in oscillator bank + true phase-amplitude coupling (theta-gamma PAC etc.) - Nonlinear dendritic branch integration + input-conditioned dynamic decay (DSN-style parallel training) - Astrocyte-Gated Multi-Timescale Plasticity (AGMP) + multi-scale homeostasis - Watts-Strogatz small-world topology + deeper Aigarth evolutionary hybrid - Intrinsic energy tracking + differential DA-gated STDP + associative neighbor plasticity Brain-level fidelity in one release. v2.0 is the key for real continuous, lifelong AI. #EAGI #Neuraxon #Trinarystates #Continuousprocessing #Synapticdynamics #Neuralplasticity #Spontaneousactivity #Temporalsynchronisation #Bioinspiredcomputation #Artificiology

David Vivancos - e/acc

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