publications

A few of my publications. See more on Google Scholar.

2023

  1. Power efficient brain-machine interfaces enabled by sparse neural networks
    Joseph T Costello, Hisham Temmar, Luis H Cubillos, and 5 more authors
    In preparation 2023
  2. Balancing memorization and generalization in RNNs for high performance brain-machine Interfaces
    Joseph T Costello, Hisham Temmar, Luis H Cubillos, and 5 more authors
    NeurIPS 2023, Spotlight Paper 2023
    PDF
  3. The Impact of Task Context on Predicting Finger Movements in a Brain-Machine Interface
    Matthew J Mender, Samuel R Nason-Tomaszewski, Hisham Temmar, and 7 more authors
    eLife 2023

2022

  1. A low-power communication scheme for wireless, 1000 channel brain–machine interfaces
    Joseph T Costello, Samuel R Nason-Tomaszewski, Hyochan An, and 8 more authors
    Journal of Neural Engineering 2022
    PDF
  2. Real-time brain-machine interface in non-human primates achieves high-velocity prosthetic finger movements using a shallow feedforward neural network decoder
    Matthew S Willsey, Samuel R Nason-Tomaszewski, Scott R Ensel, and 5 more authors
    Nature Communications 2022
    PDF Blog
  3. Thalamic Segmentation and Neural Activation Modeling Based on Individual Tissue Microstructure in Deep Brain Stimulation for Essential Tremor
    Karlo A Malaga, Layla Houshmand, Joseph T Costello, and 3 more authors
    Neuromodulation: Technology at the Neural Interface 2022
  4. Motor speech effects in subthalamic deep brain stimulation for Parkinson’s disease
    Karen J Kluin, James M Mossner, Joseph T Costello, and 2 more authors
    Journal of Neurosurgery 2022
  5. A light-tolerant wireless neural recording IC for motor prediction with near-infrared-based power and data telemetry
    Jongyup Lim, Jungho Lee, Eunseong Moon, and 8 more authors
    IEEE Journal of Solid-State Circuits 2022
  6. Real-Time, High-Velocity Prosthetic Finger Movements Using Brain-Machine Interfaces with Biomimetic Artificial Neural Networks
    Matthew Willsey, Samuel Nason, Scott Ensel, and 5 more authors
    Neurosurgery 2022
  7. A 260x274 572 nW Neural Recording Micromote Using Near-Infrared Power Transfer and an RF Data Uplink
    Gabriele Atzeni, Jongyup Lim, Jiawei Liao, and 8 more authors
    In 2022 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits) 2022

2021

  1. Atlas-independent, N-of-1 tissue activation modeling to map optimal regions of subthalamic deep brain stimulation for Parkinson disease
    Karlo A Malaga, Joseph T Costello, Kelvin L Chou, and 1 more author
    NeuroImage: Clinical 2021
  2. Bridging the “last millimeter” gap of brain-machine interfaces via near-infrared wireless power transfer and data communications
    Eunseong Moon, Michael Barrow, Jongyup Lim, and 8 more authors
    ACS photonics 2021
  3. A light tolerant neural recording IC for near-infrared-powered free floating motes
    Jongyup Lim, Jungho Lee, Eunseong Moon, and 8 more authors
    In 2021 Symposium on VLSI Circuits 2021

2020