Sai Sanjeet

Design of Analog SNNs with 4-Bit Programmable Synapses Using Molecular FETs

Spiking neural networks (SNNs) are well suited for low-power inference, particularly when implemented in analog hardware. However, in analog SNNs, synaptic elements dominate area and strongly influence scalability and robustness, making efficient synapse design a key challenge. Non-volatile devices are therefore attrac...