PDFETs based SNN for Biomolecule Detection
Spiking neural network architecture using PDSOI MOSFETs for biosensing
Type: Reading Project
Duration: Jun - Jul 2024
- Studied methods to identify amino acid and peptide fingerprints by transducing amphoteric signatures into surface potential and capacitance vs pH profiles using CMOS-based bioFETs
- Studied hardware implementations of spiking neural networks using PDSOI MOSFET based LIF neurons
- Worked on combining the two so that the surface potential controls the spiking frequency rather than I_DS