| Year |
Citation |
Score |
| 2024 |
Suárez LE, Mihalik A, Milisav F, Marshall K, Li M, Vértes PE, Lajoie G, Misic B. Connectome-based reservoir computing with the conn2res toolbox. Nature Communications. 15: 656. PMID 38253577 DOI: 10.1038/s41467-024-44900-4 |
0.472 |
|
| 2023 |
Azabou M, Arora V, Ganesh V, Mao X, Nachimuthu S, Mendelson MJ, Richards B, Perich MG, Lajoie G, Dyer EL. A Unified, Scalable Framework for Neural Population Decoding. Arxiv. PMID 37961743 |
0.338 |
|
| 2023 |
Liu YH, Baratin A, Cornford J, Mihalas S, Shea-Brown E, Lajoie G. How connectivity structure shapes rich and lazy learning in neural circuits. Arxiv. PMID 37873007 |
0.598 |
|
| 2021 |
Abrevaya G, Dumas G, Aravkin AY, Zheng P, Gagnon-Audet JC, Kozloski J, Polosecki P, Lajoie G, Cox D, Dawson SP, Cecchi G, Rish I. Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks. Neural Computation. 33: 2087-2127. PMID 34310676 DOI: 10.1162/neco_a_01401 |
0.391 |
|
| 2021 |
Recanatesi S, Farrell M, Lajoie G, Deneve S, Rigotti M, Shea-Brown E. Predictive learning as a network mechanism for extracting low-dimensional latent space representations. Nature Communications. 12: 1417. PMID 33658520 DOI: 10.1038/s41467-021-21696-1 |
0.654 |
|
| 2020 |
Laferriere S, Bonizzato M, Cote SL, Dancause N, Lajoie G. Hierarchical Bayesian optimization of spatiotemporal neurostimulations for targeted motor outputs. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 32286996 DOI: 10.1109/Tnsre.2020.2987001 |
0.311 |
|
| 2017 |
Lajoie G, Krouchev NI, Kalaska JF, Fairhall AL, Fetz EE. Correlation-based model of artificially induced plasticity in motor cortex by a bidirectional brain-computer interface. Plos Computational Biology. 13: e1005343. PMID 28151957 DOI: 10.1371/Journal.Pcbi.1005343 |
0.452 |
|
| 2016 |
Lajoie G, Lin KK, Thivierge JP, Shea-Brown E. Encoding in Balanced Networks: Revisiting Spike Patterns and Chaos in Stimulus-Driven Systems. Plos Computational Biology. 12: e1005258. PMID 27973557 DOI: 10.1371/Journal.Pcbi.1005258 |
0.698 |
|
| 2016 |
Vincent-Lamarre P, Lajoie G, Thivierge JP. Driving reservoir models with oscillations: a solution to the extreme structural sensitivity of chaotic networks. Journal of Computational Neuroscience. PMID 27585661 DOI: 10.1007/S10827-016-0619-3 |
0.564 |
|
| 2016 |
Lajoie G, Young LS. Dynamic Signal Tracking in a Simple V1 Spiking Model. Neural Computation. 1-23. PMID 27391687 DOI: 10.1162/Neco_A_00868 |
0.373 |
|
| 2015 |
Vincent-Lamarre P, Lajoie G, Thivierge J. Extreme sensitivity of reservoir computing to small network disruptions Bmc Neuroscience. 16. DOI: 10.1186/1471-2202-16-S1-P256 |
0.514 |
|
| 2014 |
Lajoie G, Thivierge JP, Shea-Brown E. Structured chaos shapes spike-response noise entropy in balanced neural networks. Frontiers in Computational Neuroscience. 8: 123. PMID 25324772 DOI: 10.3389/Fncom.2014.00123 |
0.709 |
|
| 2014 |
Lajoie G, Thivierge J, Shea-Brown E. Structured chaos shapes joint spike-response noise entropy in temporally driven balanced networks Bmc Neuroscience. 15. DOI: 10.1186/1471-2202-15-S1-P48 |
0.695 |
|
| 2013 |
Lajoie G, Lin KK, Shea-Brown E. Chaos and reliability in balanced spiking networks with temporal drive. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 87: 052901. PMID 23767592 DOI: 10.1103/Physreve.87.052901 |
0.685 |
|
| 2011 |
Lajoie G, Shea-Brown E. Shared inputs, entrainment, and desynchrony in elliptic bursters: From slow passage to discontinuous circle maps Siam Journal On Applied Dynamical Systems. 10: 1232-1271. DOI: 10.1137/100811726 |
0.619 |
|
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