| Real-time brain-machine interface in non-human primates achieves high-velocity prosthetic finger movements using a shallow feedforward neural network decoder MS Willsey, SR Nason-Tomaszewski, SR Ensel, H Temmar, MJ Mender, ... Nature Communications 13 (1), 6899, 2022 | 60 | 2022 |
| Bridging the “last millimeter” gap of brain-machine interfaces via near-infrared wireless power transfer and data communications E Moon, M Barrow, J Lim, J Lee, SR Nason, J Costello, HS Kim, ... ACS photonics 8 (5), 1430-1438, 2021 | 30 | 2021 |
| A light-tolerant wireless neural recording IC for motor prediction with near-infrared-based power and data telemetry J Lim, J Lee, E Moon, M Barrow, G Atzeni, JG Letner, JT Costello, ... IEEE journal of solid-state circuits 57 (4), 1061-1074, 2022 | 25 | 2022 |
| A light tolerant neural recording IC for near-infrared-powered free floating motes J Lim, J Lee, E Moon, M Barrow, G Atzeni, J Letner, J Costello, SR Nason, ... 2021 Symposium on VLSI Circuits, 1-2, 2021 | 16 | 2021 |
| A low-power communication scheme for wireless, 1000 channel brain–machine interfaces JT Costello, SR Nason-Tomaszewski, H An, J Lee, MJ Mender, H Temmar, ... Journal of Neural Engineering 19 (3), 036037, 2022 | 15 | 2022 |
| Atlas-independent, N-of-1 tissue activation modeling to map optimal regions of subthalamic deep brain stimulation for Parkinson disease KA Malaga, JT Costello, KL Chou, PG Patil NeuroImage: Clinical 29, 102518, 2021 | 14 | 2021 |
| Motor speech effects in subthalamic deep brain stimulation for Parkinson’s disease KJ Kluin, JM Mossner, JT Costello, KL Chou, PG Patil Journal of Neurosurgery 137 (3), 722-728, 2022 | 12 | 2022 |
| Balancing memorization and generalization in RNNs for high performance brain-machine interfaces J Costello, H Temmar, L Cubillos, M Mender, D Wallace, M Willsey, P Patil, ... Advances in Neural Information Processing Systems 36, 2024 | 6 | 2024 |
| Artificial neural network for brain-machine interface consistently produces more naturalistic finger movements than linear methods H Temmar, MS Willsey, JT Costello, MJ Mender, LH Cubillos, JL Lam, ... bioRxiv, 2024.03. 01.583000, 2024 | 3 | 2024 |
| Thalamic segmentation and neural activation modeling based on individual tissue microstructure in deep brain stimulation for essential tremor KA Malaga, L Houshmand, JT Costello, J Chandrasekaran, KL Chou, ... Neuromodulation: Technology at the Neural Interface 26 (8), 1689-1698, 2023 | 3 | 2023 |
| The impact of task context on predicting finger movements in a brain-machine interface MJ Mender, SR Nason-Tomaszewski, H Temmar, JT Costello, ... Elife 12, e82598, 2023 | 2 | 2023 |
| A 260×274 μm2 572 nW Neural Recording Micromote Using Near-Infrared Power Transfer and an RF Data Uplink G Atzeni, J Lim, J Liao, A Novello, J Lee, E Moon, M Barrow, J Letner, ... 2022 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and …, 2022 | 2 | 2022 |
| Interpolation Methods for Neural Responses GK Steinke, J Costello US Patent App. 17/812,660, 2023 | 1 | 2023 |
| Neural Feedback Assisted DBS GK Steinke, H Bokil, J Costello US Patent App. 18/774,100, 2024 | | 2024 |
| Neural feedback assisted DBS GK Steinke, H Bokil, J Costello US Patent 12,070,603, 2024 | | 2024 |
| Exploring the trade-off between deep-learning and explainable models for brain-machine interfaces LH Cubillos, G Revach, MJ Mender, JT Costello, H Temmar, A Hite, ... bioRxiv, 2024.10. 03.616126, 2024 | | 2024 |
| Functional Electrical Stimulation and Brain-Machine Interfaces for Simultaneous Control of Wrist and Finger Flexion MJ Mender, AL Ward, LH Cubillos, MM Kelberman, JT Costello, ... bioRxiv, 2024.08. 11.607263, 2024 | | 2024 |
| Error detection and correction in intracortical brain–machine interfaces controlling two finger groups DM Wallace, M Benyamini, SR Nason-Tomaszewski, JT Costello, ... Journal of Neural Engineering 20 (4), 046037, 2023 | | 2023 |
| Balancing memorization and generalization in RNNs for high performance brain-machine Interfaces CC Joseph T. Costello, Hisham Temmar, Matthew J. Mender, Luis H. Cubillos ... Thirty-seventh Conference on Neural Information Processing Systems, 2023 | | 2023 |
| Interpolation Methods for Neural Responses GK Steinke, J Costello WO Patent US20230023842A1, 2022 | | 2022 |
Parag G. PatilAssociate Professor of Neurosurgery, Neurology, Anesthesiology, and Biomedical EngineeringVerified email at umich.edu
