Devices and technology in transcranial magnetic stimulation: a systematic review
MI Gutierrez, I Poblete-Naredo, JA Mercado-Gutierrez… - Brain Sciences, 2022 - mdpi.com
The technology for transcranial magnetic stimulation (TMS) has significantly changed over
the years, with important improvements in the signal generators, the coils, the positioning …
the years, with important improvements in the signal generators, the coils, the positioning …
Brain modeling for control: A review
Neurostimulation technologies have seen a recent surge in interest from the neuroscience
and controls communities alike due to their proven potential to treat conditions such as …
and controls communities alike due to their proven potential to treat conditions such as …
Attention-assisted hybrid 1D CNN-BiLSTM model for predicting electric field induced by transcranial magnetic stimulation coil
Deep learning-based models such as deep neural network (DNN) and convolutional neural
network (CNN) have recently been established as state-of-the-art for enumerating electric …
network (CNN) have recently been established as state-of-the-art for enumerating electric …
Individual Prediction of Electric Field Induced by Deep-brain Magnetic Stimulation with CNN-Transformer
Deep-brain Magnetic Stimulation (DMS) can improve the symptoms caused by Alzheimer's
disease by inducing rhythmic electric field in the deep brain, and the induced electric field is …
disease by inducing rhythmic electric field in the deep brain, and the induced electric field is …
Prediction of hippocampal electric field in time series induced by TI-DMS with temporal convolutional network
Temporal interference deep-brain magnetic stimulation (TI-DMS) induces rhythmic electric
field (EF) in the hippocampus to normalize cognitive function. The rhythmic time series of the …
field (EF) in the hippocampus to normalize cognitive function. The rhythmic time series of the …
ViTab Transformer Framework for Predicting Induced Electric Field and Focality in Transcranial Magnetic Stimulation
Transcranial magnetic stimulation is an electromagnetic induction-based non-invasive
therapeutic technique for neurological diseases. For finding new clinical applications and …
therapeutic technique for neurological diseases. For finding new clinical applications and …
Design and Optimization of a Novel Multi-Quadrant Spatial Array for Non-Invasive Focalized Magnetic Stimulation of the Deep Brain
X Fang, XX Li, HL Jing, W Liu, T Zhang, S Zhang - IEEE Access, 2024 - ieeexplore.ieee.org
As a non-invasive neuromodulation technique, transcranial magnetic stimulation (TMS) has
shown great potential in scientific research and clinical application. Using TMS to stimulate …
shown great potential in scientific research and clinical application. Using TMS to stimulate …
Electric Field Regression and Error Variance Estimation for Transcranial Magnetic Stimulation using Deep Neural Networks
Transcranial magnetic stimulation (TMS) is a widely used non-invasive neurostimulation
technique in neuroscience and in the treatment of psychiatric disorders. By placing a TMS …
technique in neuroscience and in the treatment of psychiatric disorders. By placing a TMS …
Attendance data based on BP neural network model
J Wu - 2nd International Conference on Applied Mathematics …, 2022 - spiedigitallibrary.org
Neural networks have better classification and memory capabilities, so the corresponding
learning algorithms have become the focus of research. The purpose of this paper is to …
learning algorithms have become the focus of research. The purpose of this paper is to …