Modern machine learning as a benchmark for fitting neural responses AS Benjamin, HL Fernandes, T Tomlinson, P Ramkumar, C VerSteeg, ... Frontiers in computational neuroscience 12, 317343, 2018 | 67 | 2018 |
Hip and ankle responses for reactive balance emerge from varying priorities to reduce effort and kinematic excursion: A simulation study CS Versteeg, LH Ting, JL Allen Journal of biomechanics 49 (14), 3230-3237, 2016 | 33 | 2016 |
Methodological considerations for a chronic neural interface with the cuneate nucleus of macaques AK Suresh, JE Winberry, C Versteeg, R Chowdhury, T Tomlinson, ... Journal of Neurophysiology 118 (6), 3271-3281, 2017 | 26 | 2017 |
Encoding of limb state by single neurons in the cuneate nucleus of awake monkeys C Versteeg, JM Rosenow, SJ Bensmaia, LE Miller Journal of neurophysiology 126 (2), 693-706, 2021 | 22 | 2021 |
Modern machine learning outperforms GLMs at predicting spikes AS Benjamin, HL Fernandes, T Tomlinson, P Ramkumar, C VerSteeg, ... bioRxiv, 111450, 2017 | 18 | 2017 |
Cuneate nucleus: The somatosensory gateway to the brain C Versteeg, RH Chowdhury, LE Miller Current opinion in physiology 20, 206-215, 2021 | 15 | 2021 |
Expressive architectures enhance interpretability of dynamics-based neural population models AR Sedler, C Versteeg, C Pandarinath Neurons, behavior, data analysis, and theory 2023, 2023 | 9 | 2023 |
Task-driven neural network models predict neural dynamics of proprioception AM Vargas, A Bisi, AS Chiappa, C Versteeg, LE Miller, A Mathis Cell 187 (7), 1745-1761. e19, 2024 | 8 | 2024 |
Proprioception: a sense to facilitate action KP Blum, C Versteeg, J Sombeck, RH Chowdhury, LE Miller Somatosensory feedback for neuroprosthetics, 41-76, 2021 | 8 | 2021 |
Modulation of cutaneous responses in the cuneate nucleus of macaques during active movement Q He, CS Versteeg, AK Suresh, J Rosenow, LE Miller, SJ Bensmaia bioRxiv, 2021.11. 15.468735, 2021 | 7 | 2021 |
Modern machine learning far outperforms GLMs at predicting spikes. bioRxiv AS Benjamin, HL Fernandes, T Tomlinson, P Ramkumar, C VerSteeg, ... | 7 | 2017 |
Expressive dynamics models with nonlinear injective readouts enable reliable recovery of latent features from neural activity C Versteeg, AR Sedler, JD McCart, C Pandarinath ArXiv, 2023 | 4 | 2023 |
Dynamical feedback control: motor cortex as an optimal feedback controller based on neural dynamics C Versteeg, L Miller Preprints, 2022 | 3 | 2022 |
Diffusion-Based Generation of Neural Activity from Disentangled Latent Codes JD McCart, AR Sedler, C Versteeg, D Mifsud, M Rigotti-Thompson, ... arXiv preprint arXiv:2407.21195, 2024 | | 2024 |
Task-driven neural network models predict neural dynamics of proprioception: Experimental data, activations and predictions of neural network models A Marin Vargas, A Bisi, AS Chiappa, C Versteeg, LE Miller, A Mathis EPFL Infoscience, 2024 | | 2024 |
Task-driven neural network models predict neural dynamics of proprioception: Synthetic muscle spindle datasets A Marin Vargas, A Bisi, AS Chiappa, C Versteeg, LE Miller, A Mathis Zenodo, 2024 | | 2024 |
Task-driven neural network models predict neural dynamics of proprioception: Neural network model weights A Marin Vargas, A Bisi, A Chiappa, C Versteeg, LE Miller, A Mathis EPFL Infoscience, 2024 | | 2024 |
Proprioceptive Coding in the Cuneate Nucleus of Awake Monkeys C Versteeg Northwestern University, 2021 | | 2021 |