Neuromorphic algorithms researcher
Intel Labs is seeking leading computational researchers to pioneer a new class of algorithms targeted for our neuromorphic processors under development. Our goal is to exploit neuromorphic and related non-von Neumann architectures to solve real-world problems with orders of magnitude gains versus the best known conventional solutions.
We are interested in a wide range of computational domains spanning neural network pattern matching, online and on-chip learning of all forms, probabilistic inference, sparse coding, functional approximation, and dynamic control algorithms. We have a similarly broad application space in mind including vision, autonomous vehicles, robotics, and large-scale scientific and big data problems.
As an algorithms researcher in our Neuromorphic Computing Lab, you will be responsible for developing practically useful algorithms by drawing from state-of-the-art computational neuroscience and machine learning understanding. This work will often involve collaboration with Intel's external academic and industry partners with hands-on work spanning high-level modeling to bare-metal programming. A strong understanding of conventional computing architectures, algorithms, and machine learning will be very important for success.
Inside this Business Group
- Masters Degree in Computational Neuroscience, Computer Science, Electrical/Computer Engineering, or a related field.
- Expertise in Python, C/C++ and Matlab
- At least 1 year of experience modeling spiking neural networks.
- Experience with machine learning frameworks such as TensorFlow or PyTorch.
- Strong grasp of computational fundamentals, computer architecture, and dynamical systems.
The Intel Software and Services Group (SSG) connects Intel to the worldwide software community. SSG strives to bring competitive advantage to Intel platforms by helping independent software vendors, operating system developers, OEMs, channel members and systems integrators deliver exceptional customer value and achieve differentiation on Intel® processor technologies. SSG provides global leadership to the software community through its technical expertise, industry enabling activities, and developer products and programs.