RESEARCH 

Research Interests

• Hardware Optimization of Deep Neural Network (DNN) accelerators

• ASIC & SoC : Design and implementation

• Digital circuits for AI

• MAC Design, optimization and implementation for DNNs

Publications

1. Trivedi, Vasundhara, Khushbu Lalwani, Gopal Raut, Avikshit Khomane, Neha Ashar, and Santosh Kumar Vishvakarma. "Hybrid ADDer: A Viable Solution for Efficient Design of MAC in DNNs." Circuits, Systems, and Signal Processing (2023): 1-19.[PDF]

2. Upadhyay, Raksha, Shubham Singh, Vasundhara Trivedi, and Ankit Soni. "Randomness test for wireless physical layer key generation." In 2018 International Conference on Advanced Computation and Telecommunication (ICACAT), pp. 1-6. IEEE, 2018.[PDF]

3. Ashar, Neha, Gopal Raut, Vasundhara Trivedi, Santosh Kumar Vishvakarma, and Akash Kumar. "QuantMAC: Enhancing Hardware Performance in DNNs With Quantize Enabled Multiply-Accumulate Unit." IEEE Access 12 (2024): 43600-43614. [PDF]