TENNLab - Neuromorphic Architectures, Learning, Applications
We are a group of faculty, post-docs, graduate students and undergraduates researching a new paradigm of computing, inspired by the human brain. Our research encompasses nearly every facet of the area, including current and emergent hardware implementations, theoretical models, programming techniques and applications. (Read More)
Introductory Video
Thanks to UT Undergraduate Arden Davis for making this video!
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Recent News
- Karan Patel gets his PhD
- The "White Whale" has been published! The paper is on novel spiking neural networks that convert between value, temporal and spike train encodings
- TENNLab Researchers Present Five Papers at ICONS (2025) in Seattle
- TENNLab Paper on Swarm Robotics in IJCNN (2025) in Rome
- Two Journal Papers from TENNLab -- January, 2025
All News
Publications
Recent Publications
- NWRIST: Neuromorphic Wearable for Real-Time Intelligent Sensing Technology: IGSC: 16th ACM International Green and Sustainable Computing Conference June, 2026.
- Low-Complexity Rule-Based Greedy Optimization of Refractory Periods for In-Memory SNN: IEEE 19th Dallas Circuits and Systems Conference (DCAS) April, 2026.
- Alleviating the Communication Bottleneck in Neuromorphic Computing with Custom-Designed Spiking Neural Networks: Journal of Low Power Electronics and Applications (Open access) September, 2025.
- NAP: Neuromorphic Artificial Pancreas: ICONS: International Conference on Neuromorphic Systems July, 2025.
- SpikeRL: A Scalable and Energy-efficient Framework for Deep Spiking Reinforcement Learning: ICONS: International Conference on Neuromorphic Systems July, 2025.
All Publications
Team
Dr. Nathaniel Cady
Dr. Charlie Rizzo
Dr. Simon Levy
Victor Abaleke
Amy An
Jackson Archer
Baibhari Priya Barua
Emma Brown
Graham Buchanan
George Evans
Rocco Febbo
Diego Ferrer
Bryson Gullett
Jamin Hanna
Henry Hodge
Jack Hutchins
Jackson Mowry
Ian Mulet
Ethan Naugle
Andalib Rahman
Brigitte Turner
Sree Tushar
Md Rahatul Islam Udoy
Luke Whatley
Chris White
Rowan Freeman
Anna Harrington
Collin Odom
Alex Ogle
Erdinc Ozturk
Braeden Watkins