Research
Lab
Papers
- Ali YH, Bodkin K, Rigotti-Thompson M, Patel K, Card NS, Bhaduri B, Nason-Tomaszewski SR, Mifsud DM, Hou X, Nicolas C, Allcroft S, Hochberg LR, Au Yong N, Stavisky SD, Miller LE, Brandman DM, Pandarinath C. (2024) BRAND: a platform for closed-loop experiments with deep network models. Journal of Neural Engineering 21(2):026046. doi: 10.1088/1741-2552/ad3b3a
- Karpowicz BM, Bhaduri B, Nason-Tomaszewski SR, Jacques BG, Ali YH, Flint RD, Bechefsky PH, Hochberg LR, AuYong N, Slutzky MW, Pandarinath C. (2024) Reducing power requirements for high-accuracy decoding in iBCIs. Journal of Neural Engineering 21(6):066001. doi: 10.1088/1741-2552/ad88a4
- Karpowicz BM, Ali YH, Wimalasena LN, Sedler AR, Keshtkaran MR, Bodkin K, Ma X, Miller LE, Pandarinath C. (2022) Stabilizing brain-computer interfaces through alignment of latent dynamics. bioRxiv. doi: 10.1101/2022.04.06.487388
- Pandarinath C, Ali YH. (2019) Brain implants that let you speak your mind. Nature 568(7753):466--467. doi: 10.1038/d41586-019-01181-y
Conference Abstracts
- Ali YH*, Mifsud DM, Nason-Tomaszewski SR, Rigotti-Thompson M, Bhaduri B, Nicolas C, Allcroft S, Au Yong N, Hochberg LR, C Pandarinath (2023) Closed-loop latent dynamics modeling for iBCI control. Program No: 488.10. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience 2023. (poster)
- Karpowicz BM*, Bhaduri BB, McCart JD, Ali YH, Flint RD, Slutzky MW, Pandarinath C (2023) Hybrid neural dynamics models enable high performing and stable iBCI decoding from local field potentials. Program No: 488.07. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience 2023. (poster)
- Nason-Tomaszewski SR*, Ho N, Mifsud D, Rigotti-Thompson M, Ali YH, Nicolas C, Allcroft S, Hochberg LR, Willsey MS, Patil PG, Chestek CA, Au Yong N, Pandarinath C (2023) Modeling Neural Population Dynamics Improves Individuated Finger Movement Decoding. Program No: 488.08. Neuroscience Meeting Planner. Washington, DC: Society for Neuroscience 2023. (poster)
- Ali YH*, Bodkin K, Rigotti-Thompson M, Patel K, Bhaduri B, Nason-Tomaszewski SR, Mifsud DM, Hou X, Nicolas C, Allcroft S, Hochberg LR, Au Yong N, Stavisky SD, Miller LE, DM Brandman DM†, C Pandarinath† (2023) BRAND: A platform for real-time deep network inference in closed-loop BCIs. Brussels, Belgium. 10th International BCI Meeting. (poster and talk)
- Karpowicz BM*, Ali YH, Wimalasena LN, Sedler AR, Keshtkaran MR, Bodkin K, Ma X, Miller LE, Pandarinath C (2023) Stabilizing brain-computer interfaces through alignment of latent dynamics. Brussels, Belgium. 10th International BCI Meeting. (poster)
- Ali YH*, Bodkin K, Rigotti-Thompson M, Miller LE, Pandarinath C†, Brandman DM† (2022) Realtime asynchronous decoding for closed-loop neuroprosthetics. Program No: 475.05. Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience 2022. (poster)
- Karpowicz BM*, Ali YH, Wimalasena LN, Sedler AR, Keshtkaran MR, Bodkin K, Ma X, Miller LE, Pandarinath C (2022) Stabilizing brain-computer interfaces through alignment of latent dynamics. Program No: 475.04. Neuroscience Meeting Planner. San Diego, CA: Society for Neuroscience 2022. (poster)
- Karpowicz BM*, Ali YH, Wimalasena LN, Keshtkaran MR, Sedler AR, Bodkin K, Ma X, Miller LE, Pandarinath C (2022) Stabilizing brain-computer interfaces through nonlinear manifold alignment with dynamics. Computational and Systems Neuroscience (Cosyne) 2022. (poster)
- Rigotti-Thompson M*, O'Connell S, Corsten AN, Zhu F, Ali YH, Li K, Sober SJ, Pandarinath C (2021) A low-latency behavioral feedback system for training, analyzing, and perturbing skilled forelimb rotation in rats. Program No: 574.03. Chicago, IL: Society for Neuroscience 2021. Online. (poster)
- Karpowicz BM*, Ali YH, Wimalasena LN, Keshtkaran MR, Sedler AR, Bodkin K, Ma X, Miller LE, Pandarinath C (2021) Stabilizing brain-computer interfaces through nonlinear manifold alignment with dynamics. Program No: 552.03. Chicago, IL: Society for Neuroscience 2021. Online. (poster)
- Karpowicz BM*, Ali YH*, Wimalasena LN, Keshtkaran MR, Sedler AR, Farshchian A, Walner J, Ma X, Semel B, Bodkin K, Miller L, Pandarinath C (2021) Stabilizing brain-computer interfaces with nonlinear manifold alignment. Society for the Neural Control of Movement 2021. (poster)
- Karpowicz BM*, Wimalasena LN, Keshtkaran MR, Ali YH, Sedler AR, Farshchian A, Walner J, Ma X, Semel B, Bodkin K, Miller L, Pandarinath C (2020) Improving brain-machine interface robustness through deep learning-based manifold alignment. Neuromatch 3.0 Conference. (talk)