Closing the Sensorimotor Loop: Spiking Neural Networks for Tactile Perception in Robotic Hands University of Bristol in United Kingdom

The project:

Are you fascinated by how the human sense of touch enables intricate interactions with the world? Would you like to contribute to cutting-edge research in artificial intelligence, robotics, and neuroscience? The Bristol Robotics Laboratory (BRL) is offering an exciting PhD opportunity under the supervision of Dr Benjamin Ward-Cherrier. This project focuses on developing spiking neural networks (SNNs) for tactile perception using neuromorphic computing, specifically for a robot hand capable of advanced sensorimotor tasks.

This PhD will explore the potential of neuromorphic touch sensors, which operate similarly to biological sensory neurons, producing spikes that encode information with remarkable efficiency. The project aims to design, train, and implement SNNs that interpret tactile data generated by these sensors, enabling a robot hand to understand and respond to different textures, shapes, and pressures in real time. Leveraging spike-based computation, your work will play a crucial role in closing the sensorimotor loop, allowing the robot to sense, process, and act solely through spike-based communication—paving the way for more agile, efficient, and responsive robotic systems.

As part of BRL, one of Europe’s leading robotics research centres, you will have access to world-class facilities and the chance to collaborate with experts across AI, robotics, and neuroscience. We’re looking for applicants with a strong background in machine learning, computational neuroscience, robotics, or a related field, and who are passionate about advancing neuromorphic computing.

If you’re ready to pioneer innovations in tactile perception and contribute to the future of intelligent robotics, apply now to join us at BRL!

Candidate requirements:

Applicants must hold/achieve a minimum of a merit at master’s degree level (or international equivalent) in a science, mathematics or engineering discipline. Applicants without a master's qualification may be considered on an exceptional basis, provided they hold a first-class undergraduate degree. Please note, acceptance will also depend on evidence of readiness to pursue a research degree.

If English is not your first language, you need to meet this profile level: Profile E

Further information about English language requirements and profile levels .

Contacts:

For questions about the research topic, please contact the project supervisor.

For questions about eligibility and the application process please contact Engineering Postgraduate Research Admissions [email protected]

How to apply:

Prior to submitting an online application, you will need to contact the project supervisor to discuss.

Online applications are made at http://www.bris.ac.uk/pg-howtoapply . Please select Engineering Mathematics (PhD) on the Programme Choice page. You will be prompted to enter details of any studentship you would like to be considered for in the Funding and Research Details sections of the form.