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List of works by Guillaume Lajoie

Chaos and reliability in balanced spiking networks with temporal drive ⬇️

scientific article published on May 6, 2013

Correlation-based model of artificially induced plasticity in motor cortex by a bidirectional brain-computer interface ⬇️

scientific article

Cortical network mechanisms of anodal and cathodal transcranial direct current stimulation in awake primates: Supplemental Text and Figures

Driving reservoir models with oscillations: a solution to the extreme structural sensitivity of chaotic networks.

scientific article published on 2 September 2016

Dynamic Signal Tracking in a Simple V1 Spiking Model

scientific article published on 8 July 2016

Encoding in Balanced Networks: Revisiting Spike Patterns and Chaos in Stimulus-Driven Systems ⬇️

scientific article

Extreme sensitivity of reservoir computing to small network disruptions

scientific article published on 18 December 2015

Hierarchical Bayesian optimization of spatiotemporal neurostimulations for targeted motor outputs

scientific article published on 13 April 2020

Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics ⬇️

scholarly article by Giancarlo Kerg et al published 2019 in Advances in Neural Information Processing Systems 32

On Driven Neural Assemblies: Synchrony, Chaos and Entropy ⬇️

doctoral dissertation by Guillaume Lajoie, University of Washington, 2013

Performance-gated deliberation: A context-adapted strategy in which urgency is opportunity cost

scientific article published on 26 May 2022

Structured chaos shapes joint spike-response noise entropy in temporally driven balanced networks.

scientific article published on 21 July 2014

Structured chaos shapes spike-response noise entropy in balanced neural networks

scientific article published on 2 October 2014

Untangling tradeoffs between recurrence and self-attention in artificial neural networks ⬇️

scientific article published in November 2020

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