Company Filing History:
Years Active: 2023
Title: Innovations by Nicholas D Skomrock in Brain-Computer Interfaces
Introduction
Nicholas D Skomrock is an accomplished inventor based in Columbus, OH (US). He has made significant contributions to the field of brain-computer interfaces (BCI), particularly through his innovative patent that enhances user performance expectations.
Latest Patents
Skomrock holds a patent titled "Meeting brain-computer interface user performance expectations using a deep neural network decoding framework." This invention involves a BCI that includes a multichannel stimulator and a decoder. The multichannel stimulator is designed to deliver stimulation pulses to a functional electrical stimulation (FES) device, which controls the delivery of FES to a specific anatomical region. The decoder receives neural signals from electrodes connected to the motor cortex and processes these signals using a deep neural network. Notably, the decoder may include a long short-term memory (LSTM) layer that outputs to a convolutional layer, which in turn connects to fully connected neural network layers. The system can be updated through unsupervised learning and can be extended with additional functions via transfer learning. Skomrock's innovative approach aims to improve the effectiveness of BCIs in real-world applications.
Career Highlights
Nicholas D Skomrock is currently associated with the Battelle Memorial Institute, where he continues to work on cutting-edge technologies in the field of neuroscience and engineering. His expertise in developing advanced BCI systems has positioned him as a key figure in this rapidly evolving area of research.
Collaborations
Throughout his career, Skomrock has collaborated with notable colleagues, including Michael A Schwemmer and David A Friedenberg. These collaborations have further enriched his work and contributed to the advancement of BCI technologies.
Conclusion
Nicholas D Skomrock's innovative contributions to brain-computer interfaces exemplify the potential of technology to enhance human capabilities. His work continues to pave the way for future advancements in this exciting field.