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)
Recent News
- HDIAC Video on Neural Networks for Homeland Defense & Security features our group
- Chakma receives departmental research award
- Researchers from NIST visit our group to develop Neuromorphic devices
- Our Group's Presence at GOMAC in Miami (March, 2018)
- The Knoxville News-Sentinel publishes a story featuring Parker, Grant and Neon
All News
Publications
Recent Publications
- Neuromorphic Array Communications Controller to Support Large-Scale Neural Networks: IJCNN: The International Joint Conference on Neural Networks July, 2018.
- A Novel Scan-In Scheme for CMOS/ReRAM Programmable Logic Circuits: IEEE International Symposium on Circuits and Systems (ISCAS) May, 2018.
- High-Level Simulation for Spiking Neuromorphic Computing Systems: IEEE International Symposium on Circuits and Systems (ISCAS) May, 2018.
- Energy and Area Efficiency in Neuromorphic Computing for Resource Constrained Devices: 28th ACM Great Lakes Symposium on VLSI (GLSVLSI) May, 2018.
- Adiabatic Quantum Computation Applied to Deep Learning Networks: Entropy May, 2018.
All Publications
Team
Dr. Nathaniel Cady
Dr. Md Sakib Hasan
Dr. Roger Horn
Dr. Andy Sarles
Musabbir Adnan
Sherif Amer
Ksenia Burova
Gangotree Chakma
Adam Disney
Parker Mitchell
John Murray
Wilkie Olin-Ammentorp
Michael Peek
John Reynolds
Sagarvarma Sayyaparaju
Nick Skuda
Ryan Weiss
Aaron Young
Jonathan Ambrose
Jeremy Anantharaj
Sam Brown
Grant Bruer
Chris Dean
Trevor Dixon
Adam Foshie
Michael Goin
Matthew Legate
Charlie Rizzo
Leroy Todd
Grace Zhao
Samantha Zimmerman