PH.D. Work
PH.D. Work
Thesis Title - "Synthesis and Characterisation of Transition Metal Oxides (TMOs) Thin Films for Memristive and Neuromorphic Application"
Advisor - Prof. Ankur Goswami
My research focuses in optimizing the growth and the characterization of thin film transition metal oxides and polymer based memristor suitable for neuromorphic computing. I have synthesized the growth of vanadium dioxide and strontium titanate thin film using pulsed laser deposition (PLD) on top of silicon and sapphire wafers. This was followed by fabrication of memristor through lithography. The core aim of my research was to obtain an improved state of the art parameters of the fabricated memristors in terms of R_OFF/R_ON ratio, switching power, endurance and data retention period. The devices were also tested for synaptic plausibility using spiking time dependent plasticity (STDP) study. A biocompatible memristor was also fabricated by spin coating protonated polyaniline-polystyrene blend thin film on top of conducting glass substrate and was characterized along similar lines as the devices mentioned above.
My research is focused on the growth and characterisation of the thin film transition metal oxides (TMO) for neuromorphic applications. The specific research interest includes :
Material Engineering
Pulsed Laser Deposition
DC Sputtering
E-beam Evaporation
X-Ray Diffraction
Raman Spectroscopy
Atomic Force Microscopy
Device Fabrication
Reactive Ion Etching
Photolithography
Packaging
Finite Element Modelling
Device Characterization/Testing
2 Probe and 4 Probe measurement
Mott Analysis
Low Noise Measurements
PUND Test
STDP Analysis
Endurance Test
Device Instrumentation
Arduino and Raspberry Pi
Python, Labview and Matlab
PCB fabrication and Surface mount devices (SMD)
Reflow Soldering