Conor Houghton

Publications

Behavioural and computational methods reveal differential effects for how delayed and rapid onset antidepressants effect decision making in rats.

Summary

journal-article

A Scalar Poincaré Map for Anti-phase Bursting in Coupled Inhibitory Neurons With Synaptic Depression

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journal-article

Hierarchical Bayesian modeling of multi-region brain cell count data

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preprint

GlyT2-Positive Interneurons Regulate Timing and Variability of Information Transfer in a Cerebellar-Behavioral Loop

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The Journal of Neuroscience

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journal-article

Hierarchical Bayesian modeling of multi-region brain cell count data

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preprint

Modeling nonlinear oscillator networks using physics-informed hybrid reservoir computing

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Scientific Reports

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journal-article

Modeling Nonlinear Oscillator Networks Using Physics-Informed Hybrid Reservoir Computing

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Scientific Reports

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journal-article

Jacobian Sparse Autoencoders

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working-paper

EnvCraf

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The 3rd International Workshop on Citizen-Centric Multiagent Systems, Detroit, United States, 20/05/25

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conference-presentation

Residual Stream Analysis with Multi-Layer SAEs

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LEARNING REPRESENTATIONS. INTERNATIONAL CONFERENCE. 13TH 2025. (ICLR 2025)

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conference-paper

Can LLMs be used to Quantify the Emotional Salience of Text Statements using an Elo Rating System?

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conference-paper

An iterated learning model of language change that mixes supervised and unsupervised learning

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PLOS Complex Systems

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journal-article

An iterated learning model of language change that mixes supervised and unsupervised learning

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PLOS Complex Systems

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journal-article

Can LLMs be used to Quantify the Emotional Salience of Text Statements using an Elo Rating System?

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preprint

The impossible heap? A review of Reflections on language evolution: From minimalism to pluralism by Cedric Boeckx

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preprint

The impossible heap? A review of Reflections on language evolution: From minimalism to pluralism by Cedric Boeckx

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preprint

The impossible heap? A review of Reflections on language evolution: From minimalism to pluralism by Cedric Boeckx

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preprint

The impossible heap? A review of Reflections on language evolution: From minimalism to pluralism by Cedric Boeckx

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preprint

Cooperation Guides Evolution in a Minimal Model of Biological Evolution

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book-chapter

Fostering Multi-Agent Cooperation through Implicit Responsibility

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The 2nd International Workshop on Citizen-Centric Multiagent Systems, Auckland, New Zealand, 7/05/24

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conference-presentation

Hierarchical Bayesian modeling of multi-region brain cell count data

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other

A Latent Variable Modeling Approach for Cognitive EEG Data: An Example From Neurolinguistics

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ICLR 2024 Workshop on Learning from Time Series For Health, Vienna, Austria, 11/05/24

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conference-presentation

GlyT2-positive interneurons regulate timing and variability of information transfer in a cerebellar- behavioural loop

Published by

Journal of Neuroscience

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journal-article

Hierarchical Bayesian modeling of multi-region brain cell count data

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preprint

Signatures of Bayesian inference emerge from energy-efficient synapses

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eLife

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journal-article

Signatures of Bayesian inference emerge from energy-efficient synapses

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eLife

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journal-article

Signatures of Bayesian inference emerge from energy-efficient synapses

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eLife

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journal-article

Modeling language contact with the Iterated Learning Model

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ALIFE 2024

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conference-paper

Hierarchical Bayesian modeling of multi-region brain cell count data

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preprint

GlyT2-positive interneurons regulate timing and variability of information transfer in a cerebellar-behavioural loop

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preprint

Cerebellar state estimation enables resilient coupling across behavioural domains

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Scientific Reports

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journal-article

Objective measures of reward sensitivity and motivation in people with high v. low anhedonia

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Psychological Medicine

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journal-article

Reward conditioning may not have an effect on category-specific memory

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preprint

Estimating Mutual Information for Spike Trains: A Bird Song Example

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Entropy

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journal-article

Estimating Mutual Information for Spike Trains: A Bird Song Example

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Entropy

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journal-article

Bayesian analysis of phase data in EEG and MEG

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eLife

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journal-article

Bayesian analysis of phase data in EEG and MEG

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eLife

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journal-article

A Robust and Compact Population Code for Competing Sounds in Auditory Cortex

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Journal of Neurophysiology

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journal-article

A robust and compact population code for competing sounds in auditory cortex

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Journal of Neurophysiology

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journal-article

Spatial community structure impedes language amalgamation in a population-based iterated learning model

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Proceedings of the Artificial Life Conference 2023 (ALIFE 2023)

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conference-paper

An Ising-like model for language evolution

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conference-abstract

Beyond the limitations of any imaginable mechanism: Large language models and psycholinguistics

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Behavioral and Brain Sciences

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journal-article

Social Value Orientation and Integral Emotions in Multi-Agent Systems

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conference-paper

Spatial community structure impedes language amalgamation in a population-based iterated learning model

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conference-paper

Social Value Orientation and Integral Emotions in Multi-Agent Systems

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book-chapter

Social Value Orientation and Integral Emotions in Multi-Agent Systems

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Coordination, Organizations, Institutions, Norms, and Ethics for Governance of Multi-Agent Systems XVI

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conference-paper

Neuronal activity patterns in microcircuits of the cerebellar cortical C3 zone during reaching

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The Journal of Physiology

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journal-article

Bayesian Modeling of Language-Evoked Event-Related Potentials

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2022 Conference on Cognitive Computational Neuroscience, San Francisco, United States, 25/08/22

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conference-presentation

Syllable-Initial Phonemes Affect Neural Entrainment to Consonant-Vowel Syllables

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Frontiers in Neuroscience

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journal-article

Neuronal activity patterns in microcircuits of the cerebellar cortical C3 zone during reaching

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Journal of Physiology

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journal-article

Bayesian analysis of phase data in EEG and MEG

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preprint

Grammatical category and the neural processing of phrases

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Scientific Reports

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journal-article

Grammatical category and the neural processing of phrases

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Scientific Reports

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journal-article

Objective measures of reward sensitivity and motivation in people with high vs low anhedonia

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preprint

Editorial

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Frontiers in Systems Neuroscience

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journal-article

Accounting for uncertainty: inhibition for neural inference in the cerebellum

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Proceedings of the Royal Society B: Biological Sciences

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journal-article

Accounting for uncertainty: inhibition for neural inference in the cerebellum

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Proceedings of the Royal Society of London B: Biological Sciences

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journal-article

A Purkinje cell model that simulates complex spikes

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preprint

Action-based organization and function of cerebellar cortical microcircuits

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preprint

Grammatical category and the neural processing of phrases

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preprint

Model-based inference of synaptic transmission

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Frontiers in Synaptic Neuroscience

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journal-article

A scalar Poincaré map for struggling in Xenopus tadpoles

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other

Calculating the Mutual Information between Two Spike Trains

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Neural Computation

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journal-article

Different methods for assessing cognitive affective biases in rats using the judgement bias task

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Pharmacological Reports

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conference-paper

Do LSTMs know about Principle C?

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2019 Conference on Cognitive Computational Neuroscience

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conference-paper

Calculating the Mutual Information Between Two Spike Trains

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other

Dentate gyrus and hilar region revisited

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Behavioral and Brain Sciences

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journal-article

Dentate gyrus and hilar region revisited

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Behavioral and Brain Sciences

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other

Behavioural and computational methods reveal differential effects for how delayed and rapid onset antidepressants effect decision making in rats

Published by

European Neuropsychopharmacology

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journal-article

Diffusion Modelling Reveals the Decision Making Processes Underlying Negative Judgement Bias in Rats

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PLOS ONE

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journal-article

The dynamic relationship between cerebellar Purkinje cell simple spikes and the spikelet number of complex spikes

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J Physiol

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journal-article

Diffusion Modelling Reveals the Decision Making Processes Underlying Negative Judgement Bias in Rats

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PLoS ONE

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journal-article

Parameter estimation of neuron models using in-vitro and in-vivo electrophysiological data

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Front. Neuroinform.

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journal-article

Calculating mutual information for spike trains and other data with distances but no coordinates

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Royal Society Open Science

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journal-article

Calculating mutual information for spike trains and other data with distances but no coordinates

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Royal Society Open Science

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journal-article

Metric Space Analysis of Neural Information Flow

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Encyclopedia of Computational Neuroscience

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other

Calculating mutual information for spike trains and other data with distances but no coordinates

Published by

Royal Society Open Science

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journal-article

Parameter estimation of neuron models using in-vitro and in-vivo electrophysiological data

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Frontiers in Neuroinformatics

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journal-article

Metric Space Analysis of Neural Information Flow

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Encyclopedia of Computational Neuroscience

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book-chapter

Supervised Learning with Complex Spikes and Spike-Timing-Dependent Plasticity

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PLoS ONE

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journal-article

Supervised learning with complex spikes and spike-timing-dependent plasticity

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PLOS ONE

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journal-article

Dreams, mnemonics, and tuning for criticality

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journal-article

Dreams, mnemonics, and tuning for criticality.

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Behavioral and Brain Sciences

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other

Measures of spike train synchrony: From single neurons to populations.

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Multiscale analysis and nonlinear dynamics: from genes to the brain.

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book-chapter

Monitoring spike train synchrony

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journal-article

Monitoring spike train synchrony

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Journal of Neurophysiology

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journal-article

Population measures of spike train synchrony

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Scholarpedia

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book-chapter

A kernel-based calculation of information on a metric space.

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Entropy

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journal-article

A simple algorithm for averaging spike trains

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journal-article

On the efficient calculation of van Rossum distances

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journal-article

On the efficient calculation of van Rossum distances

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Network: Computation in Neural Systems

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journal-article

A metric space approach to the information channel capacity of spike trains

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journal-article

A metric space approach to the information channel capacity of spike trains

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Journal of Computational Neuroscience

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journal-article

Measuring representational distances -- the spike-train metrics approach

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Understanding Visual Population Codes - Towards a Common Multivariate Framework for Cell Recording and Functional Imaging

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book-chapter

Sparse coding of birdsong and receptive field structure in songbirds

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Network: Computation in Neural Systems

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journal-article

Studying spike trains using a van Rossum metric with a synapse-like filter

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journal-article

Studying spike trains using a van Rossum metric with a synapse-like filter

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Journal of Computational Neuroscience

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journal-article

A new hypothesis for sleep: Tuning for criticality

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journal-article

Tuning for criticality: a new hypothesis for sleep

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Neural Computation

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journal-article

Sparse coding of birdsong and receptive field structure in songbirds

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journal-article

A new multineuron spike train metric

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journal-article

A new multi-neuron spike train metric

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Neural Computation

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journal-article

The effect of pion mass on Skyrme configurations

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journal-article

A zero-mode quantization of the skyrmion

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journal-article

A zero-mode quantization of the skyrmion

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Physics Letters B

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journal-article

The effect of pion mass on Skyrme configurations

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EPL

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journal-article

Pulsation and precession of the resonant swinging spring

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journal-article

Pulsation and Precession of the Resonant Swinging Spring

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Physica D: Nonlinear Phenomena

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journal-article

Icosahedral Skyrmions

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journal-article

Icosahedral Skyrmions

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Journal of Mathematical Physics

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journal-article

Multicloud solutions with massless and massive monopoles

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Physical Review D: Particles and Fields

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journal-article

Multicloud solutions with massless and massive monopoles

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journal-article

Folding in the Skyrme Model

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Journal of Mathematical Physics

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journal-article

Folding in the Skyrme model

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journal-article

On the generalized Legendre transform and monopole metrics

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journal-article

Nahm data and the mass of 1/4-BPS states

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journal-article

Nahm Data and the Mass of 1/4-BPS States

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Physical Review D: Particles and Fields

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journal-article

On the constraints defining BPS monopoles

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journal-article

Instanton vibrations of the 3-Skyrmion

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Instanton vibrations of the 3-Skyrmion

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Physical Review D: Particles and Fields

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journal-article

On the generalized Legendre transform and monopole metrics

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Journal of High Energy Physics

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journal-article

Two monopoles of one type and one of another

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J. High Energy Phys.

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journal-article

Two monopoles of one type and one of another

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Journal of High Energy Physics

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journal-article

Rational maps, monopoles and skyrmions

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Nuclear Physics B

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journal-article

Rational maps, monopoles and skyrmions

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journal-article

SU(N) Monopoles and Platonic Symmetry

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Journal of Mathematical Physics

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journal-article

New hyper-Kaehler manifolds by fixing monopoles

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Physical Review D: Particles and Fields

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journal-article

SU(N) monopoles and Platonic symmetry

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journal-article

New hyper-Kähler manifolds by fixing monopoles

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journal-article

Monopole Scattering with a Twist

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Nuclear Physics B

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journal-article

Octahedral and dodecahedral monopoles

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journal-article

Octahedral and Dodecahedral Monopoles

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Nonlinearity

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journal-article

Tetrahedral and cubic monopoles

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journal-article

Tetrahedral and Cubic Monopoles

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Communications in Mathematical Physics

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journal-article

Inversion symmetric 3-monopoles and the Atiyah-Hitchin manifold

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Nonlinearity

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journal-article

Inversion symmetric 3-monopoles and the Atiyah-Hitchin manifold

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journal-article

Monopole scattering with a twist

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journal-article