SparCML: High-Performance Sparse Communication for Machine Learning
Dan Alistarh , Torsten Hoefler , Mehdi Aghagolzadeh , Saleh Ashkboos
arXiv: Distributed, Parallel, and Cluster Computing
102
2018
Investigating the effect of Cortical Discharge Variability on the accuracy of population decoders
Mehdi Aghagolzadeh , Karim Oweiss
BMC Neuroscience 9 ( S1) 2
2008
Detection and Classification of Extracellular Action Potential Recordings
Karim Oweiss , Mehdi Aghagolzadeh
Statistical Signal Processing for Neuroscience and Neurotechnology 15 -74
13
2010
An adaptive wireless communication protocol for neural data transmission in freely behaving subjects
Mehdi Aghagolzadeh , Karim Oweiss
international ieee/embs conference on neural engineering 404 -407
1
2011
A highly modular, wireless, implantable interface to the cortex
Faisal T. Abu-Nimeh , Awais Kamboh , Mehdi Aghagolzadeh , Uei-Ming Jow
international ieee/embs conference on neural engineering 375 -378
3
2009
Identifying functional connectivity of motor neuronal ensembles improves the performance of population decoders
Mehdi Aghagolzadeh , Seif Eldawlatly , Karim Oweiss
international ieee/embs conference on neural engineering 534 -537
2
2009
A Fully Implantable, Programmable and Multimodal Neuroprocessor for Wireless, Cortically Controlled Brain-Machine Interface Applications
Fei Zhang , Mehdi Aghagolzadeh , Karim Oweiss
Journal of Signal Processing Systems 69 ( 3) 351 -361
21
2012
Instantaneous rate estimation of neuronal point processes from a compressed representation of their nonbinary spike trains
Mehdi Aghagolzadeh , Karim Oweiss
international conference on acoustics, speech, and signal processing 1593 -1596
2009
Information Theoretic Hierarchical Clustering
Mehdi Aghagolzadeh , Hamid Soltanian-Zadeh , Babak Nadjar Araabi
Entropy 13 ( 2) 450 -465
7
2011
Very Low Bit-Rate Video Coding by Combining H.264/AVC Standard and 2-D Discrete Wavelet Transform
Ali Aghagolzadeh , Saeed Meshgini , Mehdi Nooshyar , Mehdi Aghagolzadeh
Wireless Sensor Network 2 ( 4) 328 -336
2010
Low-Dimensional Motor Cortex Dynamics Preserve Kinematics Information During Unconstrained Locomotion in Nonhuman Primates.
David Xing , Mehdi Aghagolzadeh , Wilson Truccolo , Erwan Bezard
Frontiers in Neuroscience 14 604517 -604517
3
2019
An information theoretic approach to identify the role of higher-order interactions between cortical neurons in stimulus coding
Mehdi Aghagolzadeh , Seif Eldawlatly , Karim Oweiss
asilomar conference on signals, systems and computers 1085 -1089
2009
Optimal space-time precoding of artificial sensory feedback through mutichannel microstimulation in bi-directional brain-machine interfaces.
John Daly , Jianbo Liu , Mehdi Aghagolzadeh , Karim Oweiss
Journal of Neural Engineering 9 ( 6) 065004
17
2012
Coding stimulus information with cooperative neural populations
Mehdi Aghagolzadeh , Seif Eldawlatly , Karim Oweiss
international symposium on information theory 1594 -1598
2009
Intracortical neural activity distal to seizure-onset-areas predicts human focal seizures
Timothée Proix , Mehdi Aghagolzadeh , Joseph R. Madsen , Rees Cosgrove
PLOS ONE 14 ( 7)
1
2019
Prediction of spatiotemporal patterns of neural activity using a higher-order Markov representation of instantaneous pairwise maximum entropy model
Mehdi Aghagolzadeh , Karim Oweiss
BMC Neuroscience 12 ( S1) 245
2011
Decoding spike train ensembles using the cooperative interaction between task-dependent cortical neurons
Seif Eldawlatly , Mehdi Aghagolzadeh , Karim Oweiss
BMC Neuroscience 10 ( 1) 96
2009
Latent state-space models for neural decoding.
Mehdi Aghagolzadeh , Wilson Truccolo
international conference of the ieee engineering in medicine and biology society 2014 3033 -3036
13
2014
Predicting seizures from local field potentials recorded via intracortical microelectrode arrays
Mehdi Aghagolzadeh , Leigh R. Hochberg , Sydney S. Cash , Wilson Truccolo
international conference of the ieee engineering in medicine and biology society 2016 6353 -6356
5
2016
VLSI-friendly algorithm for real-time spike sorting in Brain Machine Interface applications
Faisal T. Abu-Nimeh , Mehdi Aghagolzadeh , Karim G. Oweiss
biomedical circuits and systems conference 265 -268
4
2008