Publications

Patents

A. Monga, H. Nehete, P. Kaushik, R. V. buddaraju, B. K. Kaushik, “A System and Method for Feature Enhancement with Channel Fusion in Convolution for Image Classification”. (Application No.: 202411020373)

Journals

S. Saini, A. K. Shukla, H. Nehete, N. Bindal, B. K. Kaushik, “Machine Learning Based Prediction of Antiferromagnetic Skyrmion Formation,” in IEEE Transactions on Electron Devices. vol 71, no. 4, pp. 2774-2780, 2024.

A. Nisar, H. Nehete, G. Verma, B. K. Kaushik, "Hybrid Multilevel STT/DSHE Memory for Efficient CNN Training," in IEEE Transactions on Electron Devices, vol. 70, no. 3, pp. 1006-1013, Jan 2023. 

S. Soni, G. Verma, H. Nehete, B. K. Kaushik, "Energy Efficient Spin-Based Implementation of Neuromorphic Functions in CNNs," in IEEE Open Journal of Nanotechnology, vol. 4, no. 1, pp. 103- 04, 2023. 

Conferences

H. Nehete, A. Monga, P. Kaushik, B. K. Kaushik, "Fourier Prior-Based Two-Stage Architecture for Image Restoration," in Proc. IEEE/CVF Computer Vision and Pattern Recognition (CVPR) Workshops, Seattle, USA, June 2024.

H. Nehete, G.Verma, A. Gupta, P. Kaushik, B. K. Kaushik, "FPGA based CNN Accelerator for High Speed Biomedical Application," in Proc. SPIE Photonics West, San Francisco, USA, Jan 2023.

H. Nehete, G. Verma, S. Yadav, B.K.Kaushik, "Accelerating Sparse Convolutional Neural Network with Systolic Arrays on FPGA," in Proc. SPIE Optics+Photonics, San Diego, USA, August 2023.

A. K. Shukla, H. Nehete, P. Kaushik, S. Soni, B. K. Kaushik, "Machine Learning Assisted Soft Error Variation Analysis of Radiation Hardened MRAM Circuit," in Proc. IEEE Nano, Jeju Island, South Korea, July 2023.

P. Kaushik, A. Gupta, H. Nehete, B. K. Kaushik, "MRAM based In-Memory Computing for Efficient Acceleration of Generative Adversarial Networks," in Proc. IEEE Nano, Jeju Island, South Korea, July 2023.

P. Kaushik, A. Monga, H. Nehete, B. K. Kaushik, "Enhancing Image Segmentation Performance with MRAM based Processing-in-Memory Architecture," in Proc. IEEE Nanotechnology Materials and Devices Conference, Paestum, Italy, October 2023.

A. K. Shukla, H. Nehete, P. Kaushik, S. Soni, B. K. Kaushik, "Machine Learning Assisted Satistical Variation Analysis of VGSOT-MTJ," in Proc. IEEE Nanotechnology Materials and Devices Conference, Paestum, Italy, October 2023. 

P. Kaushik, A. Gupta, H. Nehete, R. Balasubramanian, B. K. Kaushik, "Design and Analysis of High-Performance Real-Time Image Dehazing Using Convolutional Neural and Generative Adversarial Networks," in Proc. SPIE Photonics West, San Francisco, USA, Jan 2023.

S. Yadav, A. K. Shukla, H. Nehete, S. Soni, S. Saini, B. K. Kaushik, "Variation Analysis of Spintronic Device using Machine Learning Algorithm," in Proc. SPIE Optics+Photonics, San Diego, USA, August 2023.