Author

Ashish Gautam

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#machine learning Preprint Sep 2026

Compute-in-Memory Attention: A Time-Domain Analog Softmax Circuit with RC-Tunable Temperature

This work presents a tunable-temperature analog softmax circuit in GlobalFoundries 22-nm fully depleted silicon-on-insulator (FDSOI) technology that operates directly on CIM-generated score voltages without intermediate analog-to-digital conversion.

Ankur Singh, Ashish Gautam, Shruti R. Kulkarni et al. · 0 citations

Preprint Aug 2026

SuperNeuroMAT: An Efficient Matrix-based Simulator for Spiking Neural Networks

This paper devise a novel matrix-based approach to model the leaky integrate-and-fire (LIF) neuron dynamics and natively support dense and sparse execution modes and introduces SuperNeuroMAT, an open-source, scalable, and highly efficient Python-based SNN simulator.

Prasanna Date, Kevin Zhu, Shruti R. Kulkarni et al. · 0 citations