Cover Image

Principles of frugal inference and control

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Olivos-Castillo, Itzel, Schrater, Paul, Pitkow, Xaq
Format:	Preprint
Published:	2024
Subjects:	Artificial Intelligence Neurons and Cognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

How Much is Brain Data Worth for Machine Learning?
by: Lewis, Lane, et al.
Published: (2026)

Attention when you need
by: Boominathan, Lokesh, et al.
Published: (2025)

Cognitive Models and AI Algorithms Provide Templates for Designing Language Agents
by: Liu, Ryan, et al.
Published: (2026)

Intrinsic Goals for Autonomous Agents: Model-Based Exploration in Virtual Zebrafish Predicts Ethological Behavior and Whole-Brain Dynamics
by: Keller, Reece, et al.
Published: (2025)

The Principles of Human-like Conscious Machine
by: Li, Fangfang, et al.
Published: (2025)

Possible Principles for Aligned Structure Learning Agents
by: Da Costa, Lancelot, et al.
Published: (2024)

Prior preferences in active inference agents: soft, hard, and goal shaping
by: Torresan, Filippo, et al.
Published: (2025)

From Chaos to Coherence: Effects of High-Order Synaptic Correlations on Neural Dynamics
by: Sherf, Nimrod, et al.
Published: (2025)

On efficient computation in active inference
by: Paul, Aswin, et al.
Published: (2023)

Less is More: some Computational Principles based on Parcimony, and Limitations of Natural Intelligence
by: Cohen, Laura, et al.
Published: (2025)

Complexity and dynamics of partially symmetric random neural networks
by: Sherf, Nimrod, et al.
Published: (2025)

How does the brain compute with probabilities?
by: Haefner, Ralf M., et al.
Published: (2024)

Embodied sensorimotor control: computational modeling of the neural control of movement
by: Almani, Muhammad Noman, et al.
Published: (2025)

From task structures to world models: What do LLMs know?
by: Yildirim, Ilker, et al.
Published: (2023)

Setting up for failure: automatic discovery of the neural mechanisms of cognitive errors
by: Radmard, Puria, et al.
Published: (2025)

Active inference for action-unaware agents
by: Torresan, Filippo, et al.
Published: (2025)

Mapping Neural Theories of Consciousness onto the Common Model of Cognition
by: Rosenbloom, Paul S., et al.
Published: (2025)

Biological Neurons Compete with Deep Reinforcement Learning in Sample Efficiency in a Simulated Gameworld
by: Khajehnejad, Moein, et al.
Published: (2024)

CTM-AI: A Blueprint for General AI Inspired by a Model of Consciousness
by: Yu, Haofei, et al.
Published: (2026)

A Proposal for Extending the Common Model of Cognition to Emotion
by: Rosenbloom, Paul S., et al.
Published: (2024)

Abrupt and spontaneous strategy switches emerge in simple regularised neural networks
by: Löwe, Anika T., et al.
Published: (2023)

Free Energy Projective Simulation (FEPS): Active inference with interpretability
by: Pazem, Joséphine, et al.
Published: (2024)

Divide-and-Conquer Predictive Coding: a structured Bayesian inference algorithm
by: Sennesh, Eli, et al.
Published: (2024)

Dynamical modeling of nonlinear latent factors in multiscale neural activity with real-time inference
by: Erturk, Eray, et al.
Published: (2025)

Human sensory-musculoskeletal modeling and control of whole-body movements
by: Zuo, Chenhui, et al.
Published: (2025)

OmniMouse: Scaling properties of multi-modal, multi-task Brain Models on 150B Neural Tokens
by: Willeke, Konstantin F., et al.
Published: (2026)

Modeling Dynamic Neural Activity by combining Naturalistic Video Stimuli and Stimulus-independent Latent Factors
by: Schmidt, Finn, et al.
Published: (2024)

The Computational Mechanisms of Detached Mindfulness
by: Conway-Smith, Brendan, et al.
Published: (2024)

Implementation of a Model of the Cortex Basal Ganglia Loop
by: Arakawa, Naoya
Published: (2024)

Synergistic pathways of modulation enable robust task packing within neural dynamics
by: Vedovati, Giacomo, et al.
Published: (2024)

Pseudo Channel: Time Embedding for Motor Imagery Decoding
by: Miao, Zhengqing, et al.
Published: (2024)

An Introduction to Cognidynamics
by: Gori, Marco
Published: (2024)

Probing for Consciousness in Machines
by: Immertreu, Mathis, et al.
Published: (2024)

Brain-inspired and Self-based Artificial Intelligence
by: Zeng, Yi, et al.
Published: (2024)

D-CoRP: Differentiable Connectivity Refinement for Functional Brain Networks
by: Hu, Haoyu, et al.
Published: (2024)

The Thousand Brains Project: A New Paradigm for Sensorimotor Intelligence
by: Clay, Viviane, et al.
Published: (2024)

Drift to Remember
by: Du, Jin, et al.
Published: (2024)

Exploring Action-Centric Representations Through the Lens of Rate-Distortion Theory
by: Varona, Miguel de Llanza, et al.
Published: (2024)

Two pathways to resolve relational inconsistencies
by: Barak, Tomer, et al.
Published: (2024)

Exploring a Cognitive Architecture for Learning Arithmetic Equations
by: Gawin, Cole
Published: (2024)