Guillaume Lajoie

Mila - Quebec Artificial Intelligence Institute — Canada

Neuroscience · Life Sciences

19h-index1.1kcitations154works2.52yr avg
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Research Topics

Neural dynamics and brain function(61), Neural Networks and Applications(42), Advanced Memory and Neural Computing(22), EEG and Brain-Computer Interfaces(21), Neural Networks and Reservoir Computing(18)

Publications154 total

Reviewer #1 (Public review): The oneirogen hypothesis: modeling the hallucinatory effects of classical psychedelics in terms of replay-dependent plasticity mechanisms
2026Open Access
Author response: The oneirogen hypothesis: modeling the hallucinatory effects of classical psychedelics in terms of replay-dependent plasticity mechanisms
2026Open Access
Reviewer #2 (Public review): The oneirogen hypothesis: modeling the hallucinatory effects of classical psychedelics in terms of replay-dependent plasticity mechanisms
2026Open Access
The oneirogen hypothesis: modeling the hallucinatory effects of classical psychedelics in terms of replay-dependent plasticity mechanisms
2026Open Access
Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning
ArXiv.org·2025Open Access
Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning
arXiv (Cornell University)·2025Open Access
Training neural networks from scratch in a videogame leads to brittle brain encoding
2025Open Access
Embedded Universal Predictive Intelligence: a coherent framework for multi-agent learning
arXiv (Cornell University)·2025Open Access
Tracing the Representation Geometry of Language Models from Pretraining to Post-training
arXiv (Cornell University)·2025Open Access
Neuromorphic hierarchical modular reservoirs
2025· 2 citedOpen Access
Author response: The oneirogen hypothesis: modeling the hallucinatory effects of classical psychedelics in terms of replay-dependent plasticity mechanisms
2025Open Access
The oneirogen hypothesis: modeling the hallucinatory effects of classical psychedelics in terms of replay-dependent plasticity mechanisms
2025Open Access
The oneirogen hypothesis: modeling the hallucinatory effects of classical psychedelics in terms of replay-dependent plasticity mechanisms
2025Open Access
Generalizable, real-time neural decoding with hybrid state-space models
arXiv (Cornell University)·2025Open Access
MesaNet: Sequence Modeling by Locally Optimal Test-Time Training
arXiv (Cornell University)·2025Open Access
Sufficient conditions for offline reactivation in recurrent neural networks
arXiv (Cornell University)·2025Open Access
Bidirectional Information Flow (BIF) -- A Sample Efficient Hierarchical Gaussian Process for Bayesian Optimization
ArXiv.org·2025Open Access
Accelerated learning of a noninvasive human brain-computer interface via manifold geometry
2025
Expressivity of Neural Networks with Random Weights and Learned Biases.
PubMed·2025· 3 citedOpen Access
Latent Representation Learning for Multimodal Brain Activity Translation
2025
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Frequent Co-authors

Yoshua Bengio(13), Eric Shea‐Brown(12), Stefano Recanatesi(7), Matthew Farrell(7), Giancarlo Kerg(6), Sarthak Mittal(5), Anirudh Goyal(5), Laura E. Suárez(4), Blake A. Richards(4), Bratislav Mišić(4), Marco Bonizzato(4), Guy Wolf(4), Smita Krishnaswamy(4), Kyle Goyette(4), Sophie Denève(3), Mattia Rigotti(3), Erica L. Busch(3), Jessie Huang(3), Andrew Benz(3), Tom Wallenstein(3)