Shilpa Mayannavar

Research Assistant

Research Program: International Centre for Neuromorphic Systems

Position Overview

Field Programmable Gate Arrays based Spiking Neural Network implementation for Reinforcement Learning

Position Responsibilities

Verify the functionality of the overall SNN network, including its ability to perform assigned tasks. Test and validate individual submodules within the network for correct behavior.

Performance Evaluation: Measure the networks performance metrics, such as latency, throughput, and accuracy. Analyse the impact of design choices on performance.

Corner Case Testing: Simulate various edge cases and unexpected scenarios to ensure robustness. Test the networks resilience to noise and errors.

Qualifications

• PhD - Electrical and Electronics Engineering Sciences
• Master of Technology - VLSI Design and Embedded Systems
• BE - Electronics and Communication Engineering

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