NANYANG TECHNOLOGICAL UNIVERSITY

Research Fellow, Neuromorphic Computing

Location
Singapore
Posted
06 Jun 2020
End of advertisement period
04 Sep 2020
Ref
R00002018
Contract Type
Permanent
Hours
Full Time

NTU Main Campus, Singapore

The School of Electrical & Electronic Engineering invites application for the position of Research Fellow.

Job Description

The Research Fellow will work on a project to conduct the research on development of neuro-inspired or neuromorphic algorithms exploiting properties of ionic-electronic coupled systems.

The roles of this position include:

  • Development learning & programming schemes for in-memory computing based Deep Neural Network systems
  • Development of novel plasticity algorithms for learning in spiking neural network algorithms

Job Requirements

  • PhD in Electrical and Electronic Engineering or related field
  • Expertise in spiking neural network learning algorithms
  • Expertise in hardware requirements of NVM devices for in-memory learning of Deep Neural Networks
  • Proficiency in basics of programming languages such as C, C++ and Python
  • Proficiency in DNN packages like Pytorch or Tensorflow etc

We regret only shortlisted candidates will be notified.