Low-power fixed-point Softmax processing unit with LUT-based exponentiation and an 8-stage pipelined Mitchell logarithmic divider. Designed in Verilog and implemented on TSMC 180nm using Cadence tools. Achieves 1 output/cycle throughput and 8.9× speedup over sequential division. Patent under review.

Adaptive Quadrant (AQ) reconfigurable 16-bit multiplier using quadrant decomposition and row bypassing for low-power operation. Implemented in RCA and hybrid prefix adder variants across TSMC 180nm/90nm using Cadence tools. Achieves significant power and area reduction with scalable architecture. SCI journal manuscript under review.

Developing a fixed-point Softmax Processing Unit for DNN accelerators using LUT-based exponentiation and an 8-stage pipelined Mitchell divider. Implemented in Verilog and completed RTL-to-GDSII on TSMC 180nm (Cadence). Achieves 8.9× throughput improvement with 97.89% MNIST accuracy. SCI journal in progress.

Dynamic reconfigurable binary multiplier using quadrant decomposition and adaptive row bypassing for scalable, low-power operation. Designed in Verilog and implemented on TSMC 180nm/90nm using Cadence tools. Published Indian patent (202541080342).