Zafeirios Fountas

39 papers A* 4A 1B 4Journal 28Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Brain-like Synergistic Core in LLMs Drives Behaviour and Learning. CoRR Pedro Urbina-Rodriguez, Zafeirios Fountas, Fernando E. Rosas, Jun Wang, Andrea I. Luppi, Haitham Bou-Ammar, Murray Shanahan, Pedro A. M. Mediano
2026	J	`jnl`	Why the Brain Consolidates: Predictive Forgetting for Optimal Generalisation. CoRR Zafeirios Fountas, Adnan Oomerjee, Haitham Bou-Ammar, Jun Wang, Neil Burgess
2025	J	`jnl`	Bottlenecked Transformers: Periodic KV Cache Abstraction for Generalised Reasoning. CoRR Adnan Oomerjee, Zafeirios Fountas, Zhongwei Yu, Haitham Bou-Ammar, Jun Wang
2025	J	`jnl`	Emergent Bayesian Behaviour and Optimal Cue Combination in LLMs. CoRR Julian Ma, Jun Wang, Zafeirios Fountas
2025	A*	`conf`	Human-inspired Episodic Memory for Infinite Context LLMs. ICLR Zafeirios Fountas, Martin Benfeghoul, Adnan Oomerjee, Fenia Christopoulou, Gerasimos Lampouras, Haitham Bou-Ammar, Jun Wang
2025	J	`jnl`	Interactive Inference: A Neuromorphic Theory of Human-Computer Interaction. CoRR Roel Vertegaal, Timothy Merritt, Saul Greenberg, Aneesh P. Tarun, Zhen Li, Zafeirios Fountas
2025	J	`jnl`	SuRe: Surprise-Driven Prioritised Replay for Continual LLM Learning. CoRR Hugo Hazard, Zafeirios Fountas, Martin A. Benfeghoul, Adnan Oomerjee, Jun Wang, Haitham Bou-Ammar
2025	J	`jnl`	Subjective Depth and Timescale Transformers: Learning Where and When to Compute. CoRR Frederico Wieser, Martin Benfeghoul, Haitham Bou-Ammar, Jun Wang, Zafeirios Fountas
2025	J	`jnl`	Untangling Component Imbalance in Hybrid Linear Attention Conversion Methods. CoRR Martin Benfeghoul, Teresa Delgado, Adnan Oomerjee, Haitham Bou-Ammar, Jun Wang, Zafeirios Fountas
2024	J	`jnl`	Human-like Episodic Memory for Infinite Context LLMs. CoRR Zafeirios Fountas, Martin Benfeghoul, Adnan Oomerjee, Fenia Christopoulou, Gerasimos Lampouras, Haitham Bou-Ammar, Jun Wang
2024	A*	`conf`	Sample as you Infer: Predictive Coding with Langevin Dynamics. ICML Umais Zahid, Qinghai Guo, Zafeirios Fountas
2024	J	`jnl`	When in Doubt, Think Slow: Iterative Reasoning with Latent Imagination. CoRR Martin Benfeghoul, Umais Zahid, Qinghai Guo, Zafeirios Fountas
2023	J	`jnl`	Curvature-Sensitive Predictive Coding with Approximate Laplace Monte Carlo. CoRR Umais Zahid, Qinghai Guo, Karl J. Friston, Zafeirios Fountas
2023	J	`jnl`	Predictive Coding as a Neuromorphic Alternative to Backpropagation: A Critical Evaluation. CoRR Umais Zahid, Qinghai Guo, Zafeirios Fountas
2023	J	`jnl`	Predictive Coding as a Neuromorphic Alternative to Backpropagation: A Critical Evaluation. Neural Comput. Umais Zahid, Qinghai Guo, Zafeirios Fountas
2023	J	`jnl`	Sample as You Infer: Predictive Coding With Langevin Dynamics. CoRR Umais Zahid, Qinghai Guo, Zafeirios Fountas
2022	J	`jnl`	A Predictive Processing Model of Episodic Memory and Time Perception. Neural Comput. Zafeirios Fountas, Anastasia Sylaidi, Kyriacos Nikiforou, Anil K. Seth, Murray Shanahan, Warrick Roseboom
2022	J	`jnl`	Bayesian sense of time in biological and artificial brains. CoRR Zafeirios Fountas, Alexey Zakharov
2022	J	`jnl`	Long-horizon video prediction using a dynamic latent hierarchy. CoRR Alexey Zakharov, Qinghai Guo, Zafeirios Fountas
2022	J	`jnl`	Modelling non-reinforced preferences using selective attention. CoRR Noor Sajid, Panagiotis Tigas, Zafeirios Fountas, Qinghai Guo, Alexey Zakharov, Lancelot Da Costa
2022	J	`jnl`	Trial-by-trial predictions of subjective time from human brain activity. PLoS Comput. Biol. Maxine T. Sherman, Zafeirios Fountas, Anil K. Seth, Warrick Roseboom
2022	A*	`conf`	Variational Predictive Routing with Nested Subjective Timescales. ICLR Alexey Zakharov, Qinghai Guo, Zafeirios Fountas
2021	J	`jnl`	Benefits of Adaptive Learning Transfer From Typing-Based Learning to Speech-Based Learning. Frontiers Artif. Intell. Thomas Wilschut, Florian Sense, Maarten van der Velde, Zafeirios Fountas, Sarah C. Maaß, Hedderik van Rijn
2021	J	`jnl`	Exploration and preference satisfaction trade-off in reward-free learning. CoRR Noor Sajid, Panagiotis Tigas, Alexey Zakharov, Zafeirios Fountas, Karl J. Friston
2021	A	`conf`	Translating a Typing-Based Adaptive Learning Model to Speech-Based L2 Vocabulary Learning. UMAP Thomas Wilschut, Maarten van der Velde, Florian Sense, Zafeirios Fountas, Hedderik van Rijn
2021	J	`jnl`	Variational Predictive Routing with Nested Subjective Timescales. CoRR Alexey Zakharov, Qinghai Guo, Zafeirios Fountas
2020	J	`jnl`	Building Proactive Voice Assistants: When and How (not) to Interact. CoRR Ondrej Miksik, I. Munasinghe, J. Asensio-Cubero, S. Reddy Bethi, S.-T. Huang, S. Zylfo, Xuechen 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, Hongbin Zhuang, Yvonne Rogers, Pawel Swietojanski
2020	A*	`conf`	Deep active inference agents using Monte-Carlo methods. NeurIPS Zafeirios Fountas, Noor Sajid, Pedro A. M. Mediano, Karl J. Friston
2020	J	`jnl`	Deep active inference agents using Monte-Carlo methods. CoRR Zafeirios Fountas, Noor Sajid, Pedro A. M. Mediano, Karl J. Friston
2020	J	`jnl`	Episodic Memory for Learning Subjective-Timescale Models. CoRR Alexey Zakharov, Matthew Crosby, Zafeirios Fountas
2020	B	`conf`	Evolution of a Complex Predator-Prey Ecosystem on Large-scale Multi-Agent Deep Reinforcement Learning. IJCNN Jun Yamada, John Shawe-Taylor, Zafeirios Fountas
2020	J	`jnl`	Evolution of a Complex Predator-Prey Ecosystem on Large-scale Multi-Agent Deep Reinforcement Learning. CoRR Jun Yamada, John Shawe-Taylor, Zafeirios Fountas
2020	B	`conf`	Multimodal Data Fusion based on the Global Workspace Theory. ICMI Cong Bao, Zafeirios Fountas, Temitayo A. Olugbade, Nadia Bianchi-Berthouze
2020	J	`jnl`	Multimodal Data Fusion based on the Global Workspace Theory. CoRR Cong Bao, Zafeirios Fountas, Temitayo A. Olugbade, Nadia Bianchi-Berthouze
2015	B	`conf`	GPU-based fast parameter optimization for phenomenological spiking neural models. IJCNN Zafeirios Fountas, Murray Shanahan
2014	B	`conf`	Phase offset between slow oscillatory cortical inputs influences competition in a model of the basal ganglia. IJCNN Zafeirios Fountas, Murray Shanahan
2013	—	`conf`	A Cognitive Neural Architecture as a Robot Controller. Living Machines Zafeirios Fountas, Murray Shanahan
2013	J	`jnl`	A Neurally Controlled Computer Game Avatar With Humanlike Behavior. IEEE Trans. Comput. Intell. AI Games David Gamez, Zafeirios Fountas, Andreas Fidjeland
2011	—	`conf`	A neuronal global workspace for human-like control of a computer game character. CIG Zafeirios Fountas, David Gamez, Andreas Fidjeland