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Zafeirios Fountas
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2020 – today
- 2024
- [i15]Martin Benfeghoul, Umais Zahid, Qinghai Guo, Zafeirios Fountas:
When in Doubt, Think Slow: Iterative Reasoning with Latent Imagination. CoRR abs/2402.15283 (2024) - [i14]Zafeirios Fountas, Martin Benfeghoul, Adnan Oomerjee, Fenia Christopoulou, Gerasimos Lampouras, Haitham Bou-Ammar, Jun Wang:
Human-like Episodic Memory for Infinite Context LLMs. CoRR abs/2407.09450 (2024) - 2023
- [j5]Umais Zahid, Qinghai Guo, Zafeirios Fountas:
Predictive Coding as a Neuromorphic Alternative to Backpropagation: A Critical Evaluation. Neural Comput. 35(12): 1881-1909 (2023) - [i13]Umais Zahid, Qinghai Guo, Karl J. Friston, Zafeirios Fountas:
Curvature-Sensitive Predictive Coding with Approximate Laplace Monte Carlo. CoRR abs/2303.04976 (2023) - [i12]Umais Zahid, Qinghai Guo, Zafeirios Fountas:
Predictive Coding as a Neuromorphic Alternative to Backpropagation: A Critical Evaluation. CoRR abs/2304.02658 (2023) - [i11]Umais Zahid, Qinghai Guo, Zafeirios Fountas:
Sample as You Infer: Predictive Coding With Langevin Dynamics. CoRR abs/2311.13664 (2023) - 2022
- [j4]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): 1501-1544 (2022) - [j3]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) - [c9]Alexey Zakharov, Qinghai Guo, Zafeirios Fountas:
Variational Predictive Routing with Nested Subjective Timescales. ICLR 2022 - [i10]Zafeirios Fountas, Alexey Zakharov:
Bayesian sense of time in biological and artificial brains. CoRR abs/2201.05464 (2022) - [i9]Noor Sajid, Panagiotis Tigas, Zafeirios Fountas, Qinghai Guo, Alexey Zakharov, Lancelot Da Costa:
Modelling non-reinforced preferences using selective attention. CoRR abs/2207.13699 (2022) - [i8]Alexey Zakharov, Qinghai Guo, Zafeirios Fountas:
Long-horizon video prediction using a dynamic latent hierarchy. CoRR abs/2212.14376 (2022) - 2021
- [j2]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: 780131 (2021) - [c8]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: 245-250 - [i7]Noor Sajid, Panagiotis Tigas, Alexey Zakharov, Zafeirios Fountas, Karl J. Friston:
Exploration and preference satisfaction trade-off in reward-free learning. CoRR abs/2106.04316 (2021) - [i6]Alexey Zakharov, Qinghai Guo, Zafeirios Fountas:
Variational Predictive Routing with Nested Subjective Timescales. CoRR abs/2110.11236 (2021) - 2020
- [c7]Cong Bao, Zafeirios Fountas, Temitayo A. Olugbade, Nadia Bianchi-Berthouze
:
Multimodal Data Fusion based on the Global Workspace Theory. ICMI 2020: 414-422 - [c6]Jun Yamada, John Shawe-Taylor
, Zafeirios Fountas:
Evolution of a Complex Predator-Prey Ecosystem on Large-scale Multi-Agent Deep Reinforcement Learning. IJCNN 2020: 1-8 - [c5]Zafeirios Fountas, Noor Sajid, Pedro A. M. Mediano, Karl J. Friston:
Deep active inference agents using Monte-Carlo methods. NeurIPS 2020 - [i5]Cong Bao, Zafeirios Fountas, Temitayo A. Olugbade, Nadia Bianchi-Berthouze:
Multimodal Data Fusion based on the Global Workspace Theory. CoRR abs/2001.09485 (2020) - [i4]Jun Yamada, John Shawe-Taylor, Zafeirios Fountas:
Evolution of a Complex Predator-Prey Ecosystem on Large-scale Multi-Agent Deep Reinforcement Learning. CoRR abs/2002.03267 (2020) - [i3]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:
Building Proactive Voice Assistants: When and How (not) to Interact. CoRR abs/2005.01322 (2020) - [i2]Zafeirios Fountas, Noor Sajid, Pedro A. M. Mediano, Karl J. Friston:
Deep active inference agents using Monte-Carlo methods. CoRR abs/2006.04176 (2020) - [i1]Alexey Zakharov, Matthew Crosby, Zafeirios Fountas:
Episodic Memory for Learning Subjective-Timescale Models. CoRR abs/2010.01430 (2020)
2010 – 2019
- 2015
- [c4]Zafeirios Fountas
, Murray Shanahan:
GPU-based fast parameter optimization for phenomenological spiking neural models. IJCNN 2015: 1-8 - 2014
- [c3]Zafeirios Fountas
, Murray Shanahan:
Phase offset between slow oscillatory cortical inputs influences competition in a model of the basal ganglia. IJCNN 2014: 2407-2414 - 2013
- [j1]David Gamez, Zafeirios Fountas, Andreas Fidjeland:
A Neurally Controlled Computer Game Avatar With Humanlike Behavior. IEEE Trans. Comput. Intell. AI Games 5(1): 1-14 (2013) - [c2]Zafeirios Fountas
, Murray Shanahan:
A Cognitive Neural Architecture as a Robot Controller. Living Machines 2013: 371-373 - 2011
- [c1]Zafeirios Fountas
, David Gamez
, Andreas Fidjeland:
A neuronal global workspace for human-like control of a computer game character. CIG 2011: 350-357
Coauthor Index
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last updated on 2024-08-17 23:42 CEST by the dblp team
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