Zafeirios Fountas

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 24

Top Topics

Predictive Coding

Top Venues

Publications

Martin Benfeghoul, Umais Zahid, Qinghai Guo, Zafeirios Fountas
When in Doubt, Think Slow: Iterative Reasoning with Latent Imagination. CoRR (2024)
Zafeirios Fountas, Martin Benfeghoul, Adnan Oomerjee, Fenia Christopoulou, Gerasimos Lampouras, Haitham Bou-Ammar, Jun Wang
Human-like Episodic Memory for Infinite Context LLMs. CoRR (2024)
Umais Zahid, Qinghai Guo, Zafeirios Fountas
Sample as You Infer: Predictive Coding With Langevin Dynamics. CoRR (2023)
Umais Zahid, Qinghai Guo, Zafeirios Fountas
Predictive Coding as a Neuromorphic Alternative to Backpropagation: A Critical Evaluation. CoRR (2023)
Umais Zahid, Qinghai Guo, Zafeirios Fountas
Predictive Coding as a Neuromorphic Alternative to Backpropagation: A Critical Evaluation. Neural Comput. 35 (12) (2023)
Umais Zahid, Qinghai Guo, Karl J. Friston, Zafeirios Fountas
Curvature-Sensitive Predictive Coding with Approximate Laplace Monte Carlo. CoRR (2023)
Maxine T. Sherman, Zafeirios Fountas, Anil K. Seth, Warrick Roseboom
Trial-by-trial predictions of subjective time from human brain activity. PLoS Comput. Biol. 18 (7) (2022)
Zafeirios Fountas, Alexey Zakharov
Bayesian sense of time in biological and artificial brains. CoRR (2022)
Zafeirios Fountas, Anastasia Sylaidi, Kyriacos Nikiforou, Anil K. Seth, Murray Shanahan, Warrick Roseboom
A Predictive Processing Model of Episodic Memory and Time Perception. Neural Comput. 34 (7) (2022)
Noor Sajid, Panagiotis Tigas, Zafeirios Fountas, Qinghai Guo, Alexey Zakharov, Lancelot Da Costa
Modelling non-reinforced preferences using selective attention. CoRR (2022)
Alexey Zakharov, Qinghai Guo, Zafeirios Fountas
Variational Predictive Routing with Nested Subjective Timescales. ICLR (2022)
Alexey Zakharov, Qinghai Guo, Zafeirios Fountas
Long-horizon video prediction using a dynamic latent hierarchy. CoRR (2022)
Thomas Wilschut, Florian Sense, Maarten van der Velde, Zafeirios Fountas, Sarah C. Maaß, Hedderik van Rijn
Benefits of Adaptive Learning Transfer From Typing-Based Learning to Speech-Based Learning. Frontiers Artif. Intell. 4 (2021)
Thomas Wilschut, Maarten van der Velde, Florian Sense, Zafeirios Fountas, Hedderik van Rijn
Translating a Typing-Based Adaptive Learning Model to Speech-Based L2 Vocabulary Learning. UMAP (2021)
Noor Sajid, Panagiotis Tigas, Alexey Zakharov, Zafeirios Fountas, Karl J. Friston
Exploration and preference satisfaction trade-off in reward-free learning. CoRR (2021)
Alexey Zakharov, Qinghai Guo, Zafeirios Fountas
Variational Predictive Routing with Nested Subjective Timescales. CoRR (2021)
Cong Bao, Zafeirios Fountas, Temitayo A. Olugbade, Nadia Bianchi-Berthouze
Multimodal Data Fusion based on the Global Workspace Theory. ICMI (2020)
Zafeirios Fountas, Noor Sajid, Pedro A. M. Mediano, Karl J. Friston
Deep active inference agents using Monte-Carlo methods. CoRR (2020)
Jun Yamada, John Shawe-Taylor, Zafeirios Fountas
Evolution of a Complex Predator-Prey Ecosystem on Large-scale Multi-Agent Deep Reinforcement Learning. CoRR (2020)
Alexey Zakharov, Matthew Crosby, Zafeirios Fountas
Episodic Memory for Learning Subjective-Timescale Models. CoRR (2020)
Cong Bao, Zafeirios Fountas, Temitayo A. Olugbade, Nadia Bianchi-Berthouze
Multimodal Data Fusion based on the Global Workspace Theory. CoRR (2020)
Jun Yamada, John Shawe-Taylor, Zafeirios Fountas
Evolution of a Complex Predator-Prey Ecosystem on Large-scale Multi-Agent Deep Reinforcement Learning. IJCNN (2020)
Zafeirios Fountas, Noor Sajid, Pedro A. M. Mediano, Karl J. Friston
Deep active inference agents using Monte-Carlo methods. NeurIPS (2020)
Ondrej Miksik, I. Munasinghe, J. Asensio-Cubero, S. Reddy Bethi, S.-T. Huang, S. Zylfo, X. Liu, T. Nica, A. Mitrocsak, S. Mezza, Rory Beard, Ruibo Shi, Raymond W. M. Ng, Pedro A. M. Mediano, Zafeirios Fountas, S.-H. Lee, J. Medvesek, H. Zhuang, Y. Rogers, Pawel Swietojanski
Building Proactive Voice Assistants: When and How (not) to Interact. CoRR (2020)
Zafeirios Fountas, Murray Shanahan
GPU-based fast parameter optimization for phenomenological spiking neural models. IJCNN (2015)
Zafeirios Fountas, Murray Shanahan
Phase offset between slow oscillatory cortical inputs influences competition in a model of the basal ganglia. IJCNN (2014)
David Gamez, Zafeirios Fountas, Andreas Fidjeland
A Neurally Controlled Computer Game Avatar With Humanlike Behavior. IEEE Trans. Comput. Intell. AI Games 5 (1) (2013)
Zafeirios Fountas, Murray Shanahan
A Cognitive Neural Architecture as a Robot Controller. Living Machines (2013)
Zafeirios Fountas, David Gamez, Andreas Fidjeland
A neuronal global workspace for human-like control of a computer game character. CIG (2011)