Brian Premchand

Agency for Science, Technology and Research — Singapore

Neuroscience · Life Sciences

5h-index131citations22works1.92yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

EEG and Brain-Computer Interfaces(10), Neural dynamics and brain function(8), Neuroscience and Neural Engineering(5), Advanced Memory and Neural Computing(3), Stroke Rehabilitation and Recovery(3)

Publications22 total

Predicting Improvement in Parkinson’s Disease Patients using Location of Stimulation
2025
Inhibitory Effects of Individualized Transcranial Alternating Current Stimulation on Motor Imagery and Interhemispheric Symmetry: Implications for Stroke Rehabilitation
2025
Using Intraoperative Microelectrode Recordings to Predict Improvement in Bradykinesia for Parkinson’s Disease Patients
2025
Recruitment Challenges in Spinal Cord Stimulation Trial for Motor Recovery in Patients with Chronic Complete Spinal Cord Injury
Journal of Clinical Medicine·2025· 2 citedOpen Access
Comparing a BCI communication system in a patient with Multiple System Atrophy, with an animal model
Brain Research Bulletin·2025Open Access
A Personalized Multimodal BCI–Soft Robotics System for Rehabilitating Upper Limb Function in Chronic Stroke Patients
Biomimetics·2025· 4 citedOpen Access
Predicting Stress Levels During a Mental Arithmetic Task from EEG Data
Proceedings in Technology Transfer·2025
Wearable EEG-Based Brain–Computer Interface for Stress Monitoring
NeuroSci·2024· 7 citedOpen Access
Spike-Weighted Spiking Neural Network with Spiking Long Short-Term Memory: A Biomimetic Approach to Decoding Brain Signals
Algorithms·2024· 4 citedOpen Access
Recovery of Volitional Motor Control and Overground Walking in Participants With Chronic Clinically Motor Complete Spinal Cord Injury: Restoration of Rehabilitative Function With Epidural Spinal Stimulation (RESTORES) Trial—A Preliminary Study
Journal of Neurotrauma·2023· 14 citedOpen Access
Synchronizing Motor Imagery Cue in fNIRS Brain-Computer Interface to reduce confounding effects of respiration
2023· 1 cited
Determination of Emotional States from Electroencephalogram (EEG) Data Using Machine Learning
2023
Neural correlates of learning in a linear discriminant analysis brain-computer interface paradigm
Journal of Neural Engineering·2022· 1 cited
Information sparseness in cortical microelectrode channels while decoding movement direction using an artificial neural network
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)·2022· 2 cited
Movement-specific signaling is differentially distributed across motor cortex layer 5 projection neuron classes
Cell Reports·2022· 30 citedOpen Access
Spatiotemporal organization of movement-invariant and movement-specific signaling in the output layer of motor cortex
2020· 2 citedOpen Access
Decoding movement direction from cortical microelectrode recordings using an LSTM-based neural network
2020· 11 cited
Dense Movement with Embedded Sparse Action-Type Representations in the Output Layer of Motor Cortex
SSRN Electronic Journal·2020Open Access
NeuroWiz – A Software System to acquire, preprocess and visualize wide-band neural data
2019
Population coding in primary motor cortex
ERA·2019Open Access
page 1 of 2Next →

Frequent Co-authors

Kai Keng Ang(9), Rosa Q. So(9), Camilo Libedinsky(6), Wai Hoe Ng(5), Kyaw Kyar Toe(5), Chuanchu Wang(5), Kai Rui Wan(4), Stephen P. Currie(3), Julian J. Ammer(3), Constantinos Eleftheriou(3), Matthias H. Hennig(3), Ian Duguid(3), Zhuo Zhang(3), Fatimah Misbaah(3), Kezia Susanto(3), Joshua Dacre(2), Yufei Wu(2), Matt Colligan(2), Thomas Clarke(2), Leah Mitchell(2)