Transactions on Neural Systems and Rehabilitation Engineering

Featured Articles
Learning Spatial–Spectral–Temporal EEG Features With Recurrent 3D Convolutional Neural Networks for Cross-Task Mental Workload Assessment
    Mental workload assessment is essential for maintaining human health and preventing accidents. Most research on this issue is limited to a single task. However, cross-task assessment is indispensable for extending a pre-trained model to new workload conditions. Because brain dynamics... Read more
Featured Articles
Functional selectivity of lumbosacral stimulation: Methodological approach and pilot study to assess visceral function in pigs
Nearly all spinal cord injured (SCI) individuals lose bladder control and are prone to kidney complications if intermittent catheterization is not applied. Electrical stimulation (ES) of the sacral anterior roots with an implantable neuroprosthesis is one means to restore continence... Read more
Articles, Published Articles
Low-Power and Low-Cost Dedicated Bit-Serial Hardware Neural Network for Epileptic Seizure Prediction System
  This paper presents results of using a simple bit-serial architecture as a method of designing an extremely low-power and low-cost neural network processor for epilepsy seizure prediction. The proposed concept is based on a novel bit-serial data processing unit (DPU)... Read more
Articles, Published Articles
Efficient Cancer Detection Using Multiple Neural Networks
  We introduce a multi-tiered neural network architecture that accurately classifies malignant breast tissue from benign breast tissue The inspection of live excised tissue specimens to ascertain malignancy is a challenging task in dermatopathology and generally in histopathology. We introduce a portable... Read more