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2020 – today
- 2023
[j33]Alexander Tscshantz, Beren Millidge
, Anil K. Seth, Christopher L. Buckley:
Hybrid predictive coding: Inferring, fast and slow. PLoS Comput. Biol. 19(8) (2023)- 2022
- [j32]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) - [j31]Hardik Rajpal, Pedro A. M. Mediano, Fernando E. Rosas, Christopher B. Timmermann, Stefan Brugger, Suresh D. Muthukumaraswamy, Anil K. Seth, Daniel Bor, Robin L. Carhart-Harris, Henrik J. Jensen:
Psychedelics and schizophrenia: Distinct alterations to Bayesian inference. NeuroImage 263: 119624 (2022) - [j30]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) - [i13]Alexander Tschantz, Beren Millidge, Anil K. Seth, Christopher L. Buckley:
Hybrid Predictive Coding: Inferring, Fast and Slow. CoRR abs/2204.02169 (2022) - 2021
- [i12]Beren Millidge, Alexander Tschantz, Anil K. Seth, Christopher L. Buckley:
Neural Kalman Filtering. CoRR abs/2102.10021 (2021) - [i11]Beren Millidge, Alexander Tschantz, Anil K. Seth, Christopher L. Buckley:
Understanding the origin of information-seeking exploration in probabilistic objectives for control. CoRR abs/2103.06859 (2021) - [i10]Beren Millidge, Anil K. Seth, Christopher L. Buckley:
Predictive Coding: a Theoretical and Experimental Review. CoRR abs/2107.12979 (2021) - [i9]Beren Millidge, Anil K. Seth, Christopher L. Buckley:
A Mathematical Walkthrough and Discussion of the Free Energy Principle. CoRR abs/2108.13343 (2021) - 2020
- [j29]Lionel C. Barnett, Suresh D. Muthukumaraswamy, Robin L. Carhart-Harris, Anil K. Seth:
Decreased directed functional connectivity in the psychedelic state. NeuroImage 209: 116462 (2020) - [j28]Alexander Tschantz, Anil K. Seth, Christopher L. Buckley:
Learning action-oriented models through active inference. PLoS Comput. Biol. 16(4) (2020) - [j27]Fernando E. Rosas, Pedro A. M. Mediano, Henrik J. Jensen, Anil K. Seth, Adam B. Barrett, Robin L. Carhart-Harris, Daniel Bor:
Reconciling emergences: An information-theoretic approach to identify causal emergence in multivariate data. PLoS Comput. Biol. 16(12) (2020) - [c16]Alexander Tschantz, Manuel Baltieri, Anil K. Seth, Christopher L. Buckley:
Scaling Active Inference. IJCNN 2020: 1-8 - [c15]Beren Millidge, Alexander Tschantz, Anil K. Seth, Christopher L. Buckley:
On the Relationship Between Active Inference and Control as Inference. IWAI 2020: 3-11 - [i8]Alexander Tschantz, Beren Millidge, Anil K. Seth, Christopher L. Buckley:
Reinforcement Learning through Active Inference. CoRR abs/2002.12636 (2020) - [i7]Beren Millidge, Alexander Tschantz, Anil K. Seth, Christopher L. Buckley:
Reinforcement Learning as Iterative and Amortised Inference. CoRR abs/2006.10524 (2020) - [i6]Beren Millidge, Alexander Tschantz, Anil K. Seth, Christopher L. Buckley:
On the Relationship Between Active Inference and Control as Inference. CoRR abs/2006.12964 (2020) - [i5]Alexander Tschantz, Beren Millidge, Anil K. Seth, Christopher L. Buckley:
Control as Hybrid Inference. CoRR abs/2007.05838 (2020) - [i4]Beren Millidge, Alexander Tschantz, Anil K. Seth, Christopher L. Buckley:
Activation Relaxation: A Local Dynamical Approximation to Backpropagation in the Brain. CoRR abs/2009.05359 (2020) - [i3]Beren Millidge, Alexander Tschantz, Anil K. Seth, Christopher L. Buckley:
Relaxing the Constraints on Predictive Coding Models. CoRR abs/2010.01047 (2020) - [i2]Beren Millidge, Alexander Tschantz, Anil K. Seth, Christopher L. Buckley:
Investigating the Scalability and Biological Plausibility of the Activation Relaxation Algorithm. CoRR abs/2010.06219 (2020)
2010 – 2019
- 2019
- [j26]Pedro A. M. Mediano, Anil K. Seth, Adam B. Barrett:
Measuring Integrated Information: Comparison of Candidate Measures in Theory and Simulation. Entropy 21(1): 17 (2019) - [c14]Keisuke Suzuki, David Schwartzman, Rafael Augusto, Anil K. Seth:
Sensorimotor contingency modulates visual awareness of virtual 3D objects. ALIFE 2019: 70-71 - [c13]Lionel C. Barnett, Anil K. Seth:
Inferring the temporal structure of directed functional connectivity in neural systems: some extensions to Granger causality. SMC 2019: 4395-4402 - [i1]Alexander Tschantz, Manuel Baltieri, Anil K. Seth, Christopher L. Buckley:
Scaling active inference. CoRR abs/1911.10601 (2019) - 2018
- [j25]Michal Bola, Adam B. Barrett, Andrea Pigorini, Lino Nobili, Anil K. Seth, Artur Marchewka:
Loss of consciousness is related to hyper-correlated gamma-band activity in anesthetized macaques and sleeping humans. NeuroImage 167: 130-142 (2018) - [j24]Lionel C. Barnett, Adam B. Barrett, Anil K. Seth:
Solved problems for Granger causality in neuroscience: A response to Stokes and Purdon. NeuroImage 178: 744-748 (2018) - [c12]Keisuke Suzuki, Warrick Roseboom, David Schwartzman, Anil K. Seth:
Hallucination Machine: Simulating Altered Perceptual Phenomenology with a Deep-Dream Virtual Reality platform. ALIFE 2018: 111-112 - 2016
- [j23]Maxine T. Sherman, Ryota Kanai, Anil K. Seth, Rufin VanRullen:
Rhythmic Influence of Top-Down Perceptual Priors in the Phase of Prestimulus Occipital Alpha Oscillations. J. Cogn. Neurosci. 28(9): 1318-1330 (2016) - 2014
- [j22]Dávid Samu, Anil K. Seth, Thomas Nowotny:
Influence of Wiring Cost on the Large-Scale Architecture of Human Cortical Connectivity. PLoS Comput. Biol. 10(4) (2014) - [r2]Adam B. Barrett, Anil K. Seth:
Directed Spectral Methods. Encyclopedia of Computational Neuroscience 2014 - 2013
- [j21]Anil K. Seth, Paul Chorley, Lionel C. Barnett:
Granger causality analysis of fMRI BOLD signals is invariant to hemodynamic convolution but not downsampling. NeuroImage 65: 540-555 (2013) - 2012
- [j20]Ludovico Minati, Marina Grisoli, Anil K. Seth, Hugo D. Critchley:
Decision-making under risk: A graph-based network analysis using functional MRI. NeuroImage 60(4): 2191-2205 (2012) - [j19]Tom Froese, Marek McGann, William Bigge, Adam Spiers, Anil K. Seth:
The Enactive Torch: A New Tool for the Science of Perception. IEEE Trans. Haptics 5(4): 365-375 (2012) - 2011
- [j18]Paul Chorley, Anil K. Seth:
Dopamine-Signaled Reward Predictions Generated by Competitive Excitation and Inhibition in a Spiking Neural Network Model. Frontiers Comput. Neurosci. 5: 21 (2011) - [j17]Steven L. Bressler, Anil K. Seth:
Wiener-Granger Causality: A well established methodology. NeuroImage 58(2): 323-329 (2011) - [j16]Adam B. Barrett, Anil K. Seth:
Practical Measures of Integrated Information for Time-Series Data. PLoS Comput. Biol. 7(1) (2011) - [c11]Alard Roebroeck, Anil K. Seth, Pedro A. Valdés-Sosa:
Causal Time Series Analysis of Functional Magnetic Resonance Imaging Data. NIPS Mini-Symposium on Causality in Time Series 2011: 65-94 - 2010
- [j15]Anil K. Seth:
Measuring Autonomy and Emergence via Granger Causality. Artif. Life 16(2): 179-196 (2010)
2000 – 2009
- 2009
- [j14]Anil K. Seth:
Don't Throw the Baby Iguana Out With the Bathwater. Adapt. Behav. 17(4): 338-342 (2009) - [j13]Anil K. Seth:
Explanatory Correlates of Consciousness: Theoretical and Computational Challenges. Cogn. Comput. 1(1): 50-63 (2009) - [r1]Anil K. Seth, Gerald M. Edelman:
Consciousness and Complexity. Encyclopedia of Complexity and Systems Science 2009: 1424-1443 - 2008
- [j12]Robert W. Clowes, Anil K. Seth:
Axioms, properties and criteria: Roles for synthesis in the science of consciousness. Artif. Intell. Medicine 44(2): 91-104 (2008) - [j11]Jeffrey L. McKinstry, Anil K. Seth, Gerald M. Edelman, Jeffrey L. Krichmar:
Embodied models of delayed neural responses: Spatiotemporal categorization and predictive motor control in brain based devices. Neural Networks 21(4): 553-561 (2008) - [c10]Edgar Bermudez Contreras, Andrew Philippides, Anil K. Seth:
Movement Strategies for Learning in Visual Recognition. ALIFE 2008: 41-48 - [c9]Anil K. Seth:
Measuring emergence via nonlinear Granger causality. ALIFE 2008: 545-552 - [c8]Paul Chorley, Anil K. Seth:
Closing the Sensory-Motor Loop on Dopamine Signalled Reinforcement Learning. SAB 2008: 280-290 - 2007
- [j10]Anil K. Seth, Gerald M. Edelman:
Distinguishing Causal Interactions in Neural Populations. Neural Comput. 19(4): 910-933 (2007) - [j9]Anil K. Seth:
Models of consciousness. Scholarpedia 2(1): 1328 (2007) - [j8]Anil K. Seth:
Granger causality. Scholarpedia 2(7): 1667 (2007) - [c7]Anil K. Seth:
Measuring Autonomy by Multivariate Autoregressive Modelling. ECAL 2007: 475-484 - [c6]Edgar Bermudez Contreras, Anil K. Seth:
Simulations of Simulations in Evolutionary Robotics. ECAL 2007: 796-805 - 2006
- [j7]Anil K. Seth, John R. Iversen, Gerald M. Edelman:
Single-trial discrimination of truthful from deceptive responses during a game of financial risk using alpha-band MEG signals. NeuroImage 32(1): 465-476 (2006) - 2005
- [j6]Anil K. Seth, Olaf Sporns, Jeffrey L. Krichmar:
Neurorobotic models in neuroscience and neuroinformatics. Neuroinformatics 3(3): 167-170 (2005) - [j5]Jeffrey L. Krichmar, Anil K. Seth, Douglas A. Nitz, Jason Fleischer, Gerald M. Edelman:
Spatial navigation and causal analysis in a brain-based device modeling cortical-hippocampal interactions. Neuroinformatics 3(3): 197-221 (2005) - 2004
- [j4]Anil K. Seth, Gerald M. Edelman:
Environment and Behavior Influence the Complexity of Evolved Neural Networks. Adapt. Behav. 12(1): 5-20 (2004) - [j3]Anil K. Seth, Jeffrey L. McKinstry, Gerald M. Edelman, Jeffrey L. Krichmar:
Active Sensing of Visual and Tactile Stimuli by Brain-based Devices. Int. J. Robotics Autom. 19(4) (2004) - [c5]Anil K. Seth, Jeffrey L. McKinstry, Gerald M. Edelman, Jeffrey L. Krichmar:
Texture Discrimination by an Autonomous Mobile Brain-based Device with Whiskers. ICRA 2004: 4925-4930 - 2002
- [j2]Michael Wheeler, Seth Bullock, Ezequiel A. Di Paolo, Jason Noble, Mark A. Bedau, Philip Husbands, Simon Kirby, Anil K. Seth:
The View From Elsewhere: Perspectives on ALife Modeling. Artif. Life 8(1): 87-100 (2002) - [c4]Anil K. Seth:
Distinguishing adaptive from non-adaptive evolution using Ashby's law of requisite variety. IEEE Congress on Evolutionary Computation 2002: 1163-1168 - 2001
- [j1]Anil K. Seth:
Modeling Group Foraging: Individual Suboptimality, Interference, and a Kind of Matching. Adapt. Behav. 9(2): 67-89 (2001) - [c3]Anil K. Seth:
Spatially Explicit Models of Forager Interference. ECAL 2001: 151-160 - 2000
- [b1]Anil K. Seth:
On the relations between behaviour, mechanism, and environment : explorations in artificial evolution. University of Sussex, UK, 2000
1990 – 1999
- 1999
- [c2]Anil K. Seth:
Evolving Behavioural Choice: An Investigation into Herrnstein's Matching Law. ECAL 1999: 225-235 - 1998
- [c1]Anil K. Seth:
Noise and the Pursuit of Complexity: A Study in Evolutionary Robotics. EvoRobot 1998: 123-136
Coauthor Index
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