Predictive Coding with Spiking Neural Networks: a Survey
This article surveys spiking predictive coding, a class of neuro-mimetic computational models. It explores how prediction errors are represented and c…
Category: Resources
Big AGI Breakthrough: Leveling the Playing Field
"This blogpost addresses three key questions:
How important are RGMs?
What sort of context do we have for assessing RGMs?
What is the potential timef…
VERSES’ Latest Research Advances Beyond GenAI with RGM Conceptual Modeling For Better, Faster, and Cheaper AI
VERSES AI's latest research introduces RGM (Renormalizing Generative Model) - A single all new AI model that uses Active Inference and is capable of d…
From pixels to planning: scale-free active inference
The paper introduces a scale-free active inference model that generalizes partially observed Markov decision processes by incorporating latent variabl…
The IEEE Approval of the Spatial Web Global Public Standards: A Technological Awakening for AI
The IEEE has approved global public standards for the Spatial Web, signaling a significant advancement in AI technology. Denise Holt highlights that V…
Why Machine Learning Is Not Made for Causal Estimation Predictive vs. causal inference: a critical distinction
Machine Learning is made essentially for predictive inference, which is inherently different from Causal Inference. Predictive models are incredibly p…
Aligning Active Inference Ontology to SUMO
The document outlines a preliminary alignment of Active Inference terminology with the Suggested Upper Merged Ontology (SUMO) entities. Its purpose is…
Sustainability under Active Inference
The paper examines the interplay between sustainability, resilience, and well-being through the active inference framework. It defines sustainability …
Feeling our place in the world: an active inference account of self-esteem
The paper discusses self-esteem as an active inference process, linking it to an individual's social perceptions and environmental expectations. It hi…
VERSES AI’s Groundbreaking Research Lays the Foundation for Shared ‘Natural’ Super-Intelligence
VERSES AI has unveiled a groundbreaking framework that "sets the stage" for ASI, and could have profound implications for the future of AI and human-m…