PhD Researcher in In-Memory Computing for AI

1 month ago


Edinburgh, Edinburgh, United Kingdom AI Square Corp Full time
Position @ AI Square Corp

PhD Student, In-Memory Computing Architectures for AI

The project aims to explore the potential benefits of In-Memory Computing (IMC) in addressing the performance bottlenecks of AI hardware. By leveraging digital IMC, we aim to bridge the Von-Neumann performance gap for AI applications with massive data workloads. The project focuses on investigating unconventional computing domains, such as Stochastic and Quasi-Stochastic, for IMC. Key responsibilities include:

  • Exploring the potential of IMC in AI hardware performance optimization.
  • Investigating the application of Stochastic and Quasi-Stochastic computing domains in IMC.
  • Collaborating with the research team to develop and implement IMC-based solutions for AI applications.

Requirements:

  • Previous experience in Tape-outs and Chip Testing.


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