Deep Learning and the Global Workspace Theory

4 December 2020

Papers citing "Deep Learning and the Global Workspace Theory"

23 / 23 papers shown

Title
Learning to Chain Operations by Routing Information Through a Global Workspace Hugo Chateau-Laurent Rufin VanRullen LRM 37 0 0 28 Feb 2025
Multimodal Dreaming: A Global Workspace Approach to World Model-Based Reinforcement Learning Léopold Maytié Roland Bertin Johannet Rufin VanRullen OffRL 41 0 0 28 Feb 2025
A Case for AI Consciousness: Language Agents and Global Workspace Theory Simon Goldstein Cameron Domenico Kirk-Giannini 21 1 0 15 Oct 2024
GW-MoE: Resolving Uncertainty in MoE Router with Global Workspace Theory Haoze Wu Zihan Qiu Zili Wang Hang Zhao Jie Fu MoE 43 3 0 18 Jun 2024
Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning Prashant Bhat Bharath Renjith Elahe Arani Bahram Zonooz CLL 41 0 0 22 May 2024
Is artificial consciousness achievable? Lessons from the human brain M. Farisco K. Evers J. Changeux 59 5 0 18 Apr 2024
AI Consciousness is Inevitable: A Theoretical Computer Science Perspective L. Blum M. Blum 24 2 0 25 Mar 2024
Zero-shot cross-modal transfer of Reinforcement Learning policies through a Global Workspace Léopold Maytié Benjamin Devillers Alexandre Arnold R. V. Rullen OffRL 30 1 0 07 Mar 2024
Strong hallucinations from negation and how to fix them Nicholas Asher Swarnadeep Bhar ReLM LRM 35 3 0 16 Feb 2024
Contraction Properties of the Global Workspace Primitive Michaela Ennis L. Kozachkov Jean-Jacques E. Slotine 22 0 0 02 Oct 2023
Associative Transformer Yuwei Sun H. Ochiai Zhirong Wu Stephen Lin Ryota Kanai ViT 53 0 0 22 Sep 2023
Survey of Consciousness Theory from Computational Perspective Zihan Ding Xiaoxi Wei Yidan Xu AI4CE 21 1 0 18 Sep 2023
Consciousness in Artificial Intelligence: Insights from the Science of Consciousness Patrick Butlin R. Long Eric Elmoznino Yoshua Bengio Jonathan C. P. Birch ... L. Mudrik Megan A. K. Peters Eric Schwitzgebel Jonathan Simon Rufin VanRullen LLMAG 23 98 0 17 Aug 2023
Semi-supervised Multimodal Representation Learning through a Global Workspace Benjamin Devillers Léopold Maytié R. V. Rullen SSL 19 5 0 27 Jun 2023
The feasibility of artificial consciousness through the lens of neuroscience Jaan Aru M. Larkum J. Shine 42 44 0 01 Jun 2023
Meta Neural Coordination Yuwei Sun OOD 19 0 0 20 May 2023
DELTA: Dynamic Embedding Learning with Truncated Conscious Attention for CTR Prediction Chengkai Zhu Liang Du Hong Chen Shuang Zhao Zixun Sun Xin Wang Wenwu Zhu 19 1 0 03 May 2023
Building artificial neural circuits for domain-general cognition: a primer on brain-inspired systems-level architecture Jascha Achterberg Danyal Akarca Moataz Assem Moritz P. Heimbach D. Astle John Duncan AI4CE 39 4 0 21 Mar 2023
On the link between conscious function and general intelligence in humans and machines Arthur Juliani Kai Arulkumaran Shuntaro Sasai Ryota Kanai 34 24 0 24 Mar 2022
A Theory of Consciousness from a Theoretical Computer Science Perspective: Insights from the Conscious Turing Machine L. Blum Manuel Blum AI4CE 22 53 0 29 Jul 2021
RNNs of RNNs: Recursive Construction of Stable Assemblies of Recurrent Neural Networks L. Kozachkov Michaela Ennis Jean-Jacques E. Slotine 14 18 0 16 Jun 2021
GAttANet: Global attention agreement for convolutional neural networks R. V. Rullen A. Alamia ViT 16 2 0 12 Apr 2021
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 174 1,635 0 11 Oct 2017