SPARCML: High-Performance Sparse Communication for Machine Learning C Renggli, D Alistarh, T Hoefler, M Aghagolzadeh arXiv 1802 (08021v2), 2018 | 137 | 2018 |
Inference and decoding of motor cortex low-dimensional dynamics via latent state-space models M Aghagolzadeh, W Truccolo IEEE Transactions on Neural Systems and Rehabilitation Engineering 24 (2 …, 2015 | 62 | 2015 |
Compressed and distributed sensing of neuronal activity for real time spike train decoding M Aghagolzadeh, K Oweiss IEEE Transactions on Neural Systems and Rehabilitation Engineering 17 (2 …, 2009 | 52 | 2009 |
A hierarchical clustering based on mutual information maximization M Aghagolzadeh, H Soltanian-Zadeh, B Araabi, A Aghagolzadeh 2007 IEEE International Conference on Image Processing 1, I-277-I-280, 2007 | 48 | 2007 |
A fully implantable, programmable and multimodal neuroprocessor for wireless, cortically controlled brain-machine interface applications F Zhang, M Aghagolzadeh, K Oweiss Journal of signal processing systems 69 (3), 351-361, 2012 | 30 | 2012 |
Optimal space–time precoding of artificial sensory feedback through mutichannel microstimulation in bi-directional brain–machine interfaces J Daly, J Liu, M Aghagolzadeh, K Oweiss Journal of neural engineering 9 (6), 065004, 2012 | 27 | 2012 |
Latent state-space models for neural decoding M Aghagolzadeh, W Truccolo 2014 36th Annual International Conference of the IEEE Engineering in …, 2014 | 21 | 2014 |
Low-dimensional motor cortex dynamics preserve kinematics information during unconstrained locomotion in nonhuman primates D Xing, M Aghagolzadeh, W Truccolo, E Bezard, G Courtine, D Borton Frontiers in neuroscience 13, 1046, 2019 | 19 | 2019 |
Information theoretic hierarchical clustering M Aghagolzadeh, H Soltanian-Zadeh, BN Araabi Entropy 13 (2), 450-465, 2011 | 18 | 2011 |
Detection and classification of extracellular action potential recordings K Oweiss, M Aghagolzadeh Statistical Signal Processing for Neuroscience and Neurotechnology, 15-74, 2010 | 16 | 2010 |
An implantable neuroprocessor for multichannel compressive neural recording and on-the-fly spike sorting with wireless telemetry F Zhang, M Aghagolzadeh, K Oweiss 2010 Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2010 | 14 | 2010 |
A low-power implantable neuroprocessor on nano-fpga for brain machine interface applications F Zhang, M Aghagolzadeh, K Oweiss 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 13 | 2011 |
Synergistic coding by cortical neural ensembles M Aghagolzadeh, S Eldawlatly, K Oweiss IEEE transactions on information theory 56 (2), 875-889, 2010 | 12 | 2010 |
Predicting seizures from local field potentials recorded via intracortical microelectrode arrays M Aghagolzadeh, LR Hochberg, SS Cash, W Truccolo 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 11 | 2016 |
Sorting and tracking neuronal spikes via simple thresholding M Aghagolzadeh, A Mohebi, KG Oweiss IEEE Transactions on Neural Systems and Rehabilitation Engineering 22 (4 …, 2013 | 11 | 2013 |
An implantable VLSI architecture for real time spike sorting in cortically controlled Brain Machine Interfaces M Aghagolzadeh, F Zhang, K Oweiss Engineering in Medicine and Biology Society (EMBC), 2010 Annual …, 2010 | 11 | 2010 |
Intracortical neural activity distal to seizure-onset-areas predicts human focal seizures T Proix, M Aghagolzadeh, JR Madsen, R Cosgrove, E Eskandar, ... Plos one 14 (7), e0211847, 2019 | 9 | 2019 |
A programmable and implantable microsystem for multimodal processing of ensemble neural recordings F Zhang, M Aghagolzadeh, K Oweiss 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011 | 6 | 2011 |
A novel video compression technique for very low bit-rate coding by combining H. 264/AVC standard and 2-D wavelet transform A Aghagolzadeh, S Meshgini, M Nooshyar, M Aghagolzadeh Signal Processing, 2008. ICSP 2008. 9th International Conference on, 1251-1254, 2008 | 6 | 2008 |
VLSI-friendly algorithm for real-time spike sorting in Brain Machine Interface applications FT Abu-Nimeh, M Aghagolzadeh, KG Oweiss 2008 IEEE Biomedical Circuits and Systems Conference, 265-268, 2008 | 5 | 2008 |