Neurological Disorders

Infra-slow brain dynamics as a marker for cognitive function and decline NeurIPS 2019 Interpretable Deep Learning Model for the Detection and Reconstruction of Dysarthric Speech Interspeech 2019 Use of Beiwe Smartphone App to Identify and Track Speech Decline in Amyotrophic Lateral Sclerosis (ALS) Interspeech 2019 Brain-Computer Interface using Electroencephalogram Signatures of Eye Blinks Interspeech 2018 Apkinson — A Mobile Monitoring Solution for Parkinson’s Disease Interspeech 2017 Multiscale Semi-Markov Dynamics for Intracortical Brain-Computer Interfaces NeurIPS 2017 Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks CVPR 2016 Speech Rhythm in Parkinson’s Disease: A Study on Italian Interspeech 2016 Learning spatiotemporal trajectories from manifold-valued longitudinal data NeurIPS 2015 Improving Prediction from Dirichlet Process Mixtures via Enrichment JMLR 2014 Matrix-Similarity Based Loss Function and Feature Selection for Alzheimer's Disease Diagnosis CVPR 2014 Multi-scale Hyper-time Hardware Emulation of Human Motor Nervous System Based on Spiking Neurons using FPGA NeurIPS 2012 Probabilistic Event Cascades for Alzheimer's disease NeurIPS 2012 Reinforcement Learning using Kernel-Based Stochastic Factorization NeurIPS 2011 Measuring Neural Synchrony by Message Passing NeurIPS 2007 Nonlinear physically-based models for decoding motor-cortical population activity NeurIPS 2006