Sotabase

Career

· Founding Engineer, Domalytx2025–
· Founder CEO, Semion2016–
· Co-founder CTO, DeepScale Inc. (Acquired by Tesla in 2019)2014–2016
· Postdoc, UC Berkeley2014–2016
· Doctor of Philosophy (PhD), EECS, University of California, Berkeley2009–2013
· Master of Science (MSc), Electrical Engineering, University of California, Riverside2007–2009
· Bachelor of Science (BSc), Electrical and Electronic Engineering, BUET2002–2007

Publications (25)

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <1MB model size
arXiv.org · 2016
8,190
cited
- LEVEL ACCURACY WITH 50 X FEWER PARAMETERS AND < 0 . 5 MB MODEL SIZE
2016
647
cited
A Viewpoint on : Electric-Field-Induced Magnetization Reversal in a Ferromagnet-Multiferroic Heterostructure
2012
363
cited
FireCaffe: Near-Linear Acceleration of Deep Neural Network Training on Compute Clusters
Computer Vision and Pattern Recognition · 2015
309
cited
Probing electric field control of magnetism using ferromagnetic resonance
Nature Communications · 2015
92
cited
Gating of single-layer graphene with single-stranded deoxyribonucleic acids.
Small · 2010
60
cited
Shallow Networks for High-accuracy Road Object-detection
International Conference on Vehicle Technology and Intelligent Transport Systems · 2016
55
cited
Permanent electric dipole moments of carboxyamides in condensed media: what are the limitations of theory and experiment?
Journal of Physical Chemistry B · 2011
39
cited
Nature of magnetic domains in an exchange coupled BiFeO3/CoFe heterostructure
2013
25
cited
Audio-Based Multimedia Event Detection with DNNs and Sparse Sampling
International Conference on Multimedia Retrieval · 2015
18
cited
Real-time observation of local strain effects on nonvolatile ferroelectric memory storage mechanisms.
Nano letters (Print) · 2014
16
cited
Kickstarting the Commons: The YFCC100M and the YLI Corpora
MMCommons '15 · 2015
15
cited
Phase field model of domain dynamics in micron scale, ultrathin ferroelectric films: Application for multiferroic bismuth ferrite
2012
10
cited
Theoretical study of thermodynamic properties for SmAlO3 under the effects of pressure and temperature
International Journal of Modern Physics B · 2018
8
cited
Electric field induced magnetic switching at room temperature: Switching speed, device scaling and switching energy
International Electron Devices Meeting · 2012
4
cited
Effect of anti-ferromagnet surface moment density on the hysteresis properties of exchange coupled antiferromagnet-ferromagnet systems: The case of bismuth-ferrite
2012
3
cited
Gating of single layer graphene using DNA
NanoScience + Engineering · 2009
1
cited
Lab41 Reading Group: SqueezeNet
2016
1
cited
Switching Dynamics of Thin Film Ferroelectric Devices- A Massively Parallel Phase Field Study
2013
1
cited
A Massively Parallel Time Domain Phase Field Model for Multi-domain Ferroelectric Device Simulation
2012
Sotabase
Khalid Ashraf | Researcher Profile | Sotabase | Sotabase