✍Address: 566 ISEC, 805 Columbus Ave, Boston, MA 02120
PhD in Computer Engineering, Northeastern University, Boston, USA, Present
MS in Electrical Engineering, electronics, Iran University of Science and Technology, Tehran, Iran, February 2016
BS in Biomedical Engineering, Bioelectrics, July 2012
Research Interests ✎ ❤
Machine Learning: Deep Neural Networks for wireless applications
Computer Architecture: Embedded Systems for implementation of deep learning algorithms
Signal Processing: Digital Signal Processing, Image Processing, Video Coding
Selected Publications ❠
For a complete list of my publications, please visit my Google Scholar profile.
N. Soltani, K. Sankhe, J. Dy, S. Ioannidis, and K. Chowdhury, “More is Better: Data Augmentation for Channel-Resilient RF Fingerprinting,”
IEEE Communications Magazine, 2020
S. Mohanti, N. Soltani, K. Sankhe, D. Jaisinghani, M. DiFelice, and K. Chowdhury, “AirID: Injecting aCustom RF Fingerprint for Enhanced UAV Identification using Deep Learning,” IEEE Globecom, 7-11 December 2020, Taipei, Taiwan.
N. Soltani, K. Sankhe, S. Ioannidis, D. Jaisinghani, and K. Chowdhury, “Spectrum Awareness at the Edge: Modulation Classification Using Smartphones,” IEEE International Conference on Dynamic Spectrum Access Networks (DySPAN) 2019 Nov.
J. Sanchez, N. Soltani, R. Chamarthi, A. Sawant, and H. Tabkhi, “A Novel 1D-Convolution Accelerator for Low-Power Real-time CNN processing on the Edge,” IEEE International Conference on High Performance Extreme Computing (HPEC) 2018 Sep (pp. 1-8)
J. Sanchez, N. Soltani, P. Kulkarni, R. Chamarthi, and H. Tabkhi, “A Reconfigurable Streaming Processor for Real-Time Low-Power Execution of Convolutional Neural Networks at the Edge,” International Conference on Edge Computing, Springer, Seattle, USA, 2018.,✨Best Paper Award✨ [PDF]