We work across the whole stack when it comes to the design and conception of a neuromorphic chip, from the Neuromorphic Algorithms focused on continual learning to the processor design and mixed signals circuit design for the acceleration of such algorithms. We focus on low power applications particularly on gesture recognition and computer vision for robotics/drones. Our goal is to give the opportunity to our members to do amazing research and possibly publish their work.
We are looking for: (no need to cover all points as we have subdivisions within this team)
- Knowledge on computer architecture.
- Knowledge on RISC-V.
- Knowledge on Machine Learning framework (pytorch, tensorflow).
- Knowledge on Computational Neuroscience.
- Knowledge on Analog/Digital design.
- Excitement on on our mission and goal.
- Open mentality and be team driven.
Tasks:
- Analog/digital circuit design for Neuromorphic algorithms.
- Exploratory work on Life Long Learning Neuromorphic Algorithms.
- Implementation of RISC-V processor for Neuromorphic Algorithms.
- C++ library for inference of Spiking Neural Networks.
PD.: If you are interested in contributing to the RISC-V customization or Processor Design we recommend you to apply to our hackathon, this event will also work as an onboarding for people interested in this area.
www.neurotum.com/asip-hackathon