Transactions on Neural Systems and Rehabilitation Engineering

Featured Articles
Deep Pinsker and James-Stein Neural Networks for Decoding Motor Intentions from Limited Data
Marko Angjelichinoski, Mohammadreza Soltani, John Choi, Bijan Pesaran, Vahid Tarokh
Non-parametric regression has been shown to be useful in extracting relevant features from Local Field Potential (LFP) signals for decoding motor intentions. Yet, in many instances, brain-computer interfaces (BCIs) rely on simple classification methods, circumventing deep neural networks (DNNs) due... Read more
Posted on 11 JUN 2021
Featured Articles
Ultrasound Stimulations Induce Prolonged Depolarization and Fast Action Potentials in Leech Neurons
Annarita Cutrone, Nicolo Meneghetti, Arianna Menciassi, Silvestro Micera, Francesca Dedola, Theo Lemaire, Alberto Mazzoni, Francesco Paolo Ulloa Severino, Andrea Cafarelli, Leonardo Ricotti
Ultrasound (US) stimulation carries the promise of a selective, reversible, and non-invasive modulation of neural activity without the need for genetic manipulation of neural structures. However, the mechanisms of US-induced generation of action potentials (APs) are still unclear. Methods: Here... Read more
Posted on 27 FEB 2020
Articles, Published Articles
Implementation and Long-Term Evaluation of a Hearing Aid Supported Tinnitus Treatment using Notched Environmental Sounds
Lars Haab, Caroline Lehser, Farah I. Corona-Strauss, Corinna Bernarding, Harald Seidler, Ronny Hannemann, Daniel J. Strauss
       Abstract Recent work has shown that sharp spectral edges in acoustic stimuli might have advantageous effects in the treatment of tonal tinnitus. In the course of this paper, we evaluate the long-term effects of spectrally notched hearing aids on the subjective... Read more
Posted on 8 MAR 2019
Featured Articles
Distortion Distribution of Neural Spike Train Sequence Matching with Optogenetics
Adam Noel, Dimitrios Makrakis, Andrew W. Eckford
Optogenetics, named “Breakthrough of the Decade” by Science Magazine, gives scientists the ability to directly control individual neurons with pulses of light. The technique involves genetic modification of neurons, causing them to express light-sensitive proteins called opsins. When exposed to... Read more
Posted on 25 NOV 2018
Articles, Published Articles
Low-Power and Low-Cost Dedicated Bit-Serial Hardware Neural Network for Epileptic Seizure Prediction System
Si Mon Kueh, Tom J. Kazmierski
  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
Posted on 10 SEP 2018
Featured Articles
A Fast Algorithm for Analysis of Molecular Communication in Artificial Synapse
Bilgesu A. Bilgin, Ozgur B. Akan
In this paper, we analyze molecular communications (MCs) in a proposed artificial synapse (AS), whose main difference from biological synapses (BSs) is that it is closed, i.e., transmitter molecules cannot diffuse out from AS. Such a setup has both advantages... Read more
Posted on 24 SEP 2017
Special Issue: BRAIN
Combined single neuron unit activity and local field potential oscillations in a human visual recognition memory task
Michal T. Kucewicz, B. Michael Berry, Mark R. Bower, Jan Cimbalnik, Vojtech Svehlik, S. Matt Stead, Gregory A. Worrell
Kucewicz, M.T., Berry, B.M., Bower, M.R., Cimbalnik, J., Svehlik, V., Stead, S.M., Worrell, G.A., Mayo Clinic, USA Current neurotechnologies typically probe only a limited range of the vast scale of human brain electrophysiological activities, focusing either on the micro-electrode recordings of... Read more
Posted on 26 DEC 2015
Featured Articles
Hierarchy of Neural Organization in the Embryonic Spinal Cord: Granger-Causality Graph Analysis of In Vivo Calcium Imaging Data
Fabrizio De Vico Fallani, Martina Corazzol, Jenna R. Sternberg, Claire Wyart, Mario Chavez
Abstract The recent development of genetically encoded calcium indicators enables monitoring in vivo the activity of neuronal populations. Most analysis of these calcium transients relies on linear regression analysis based on the sensory stimulus applied or the behavior observed. To estimate the basic properties of... Read more
Posted on 6 MAY 2015
Featured Articles
Suppression of Subthalamic Nucleus Activity by Micromagnetic Stimulation
Seung Woo Lee, Shelley L. Fried
Abstract Magnetic stimulation delivered via 0.5-mm diameter coils was recently shown to activate retinal neurons; the small coil size raises the possibility that micromagnetic stimulation (μMS) could underlie a new generation of implanted neural prosthetics. Such an approach has several inherent... Read more
Posted on 6 JAN 2015