J
Jonathan Tse
Researcher at Intel
Publications - 2
Citations - 2362
Jonathan Tse is an academic researcher from Intel. The author has contributed to research in topics: Spiking neural network & Neuromorphic engineering. The author has an hindex of 2, co-authored 2 publications receiving 1310 citations.
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Journal ArticleDOI
Loihi: A Neuromorphic Manycore Processor with On-Chip Learning
Michael Davies,Narayan Srinivasa,Tsung-Han Lin,Gautham N. Chinya,Cao Yongqiang,Sri Harsha Choday,Georgios D. Dimou,Prasad Joshi,Nabil Imam,Shweta Jain,Yuyun Liao,Chit-Kwan Lin,Andrew Lines,Ruokun Liu,Deepak A. Mathaikutty,Steven McCoy,Arnab Paul,Jonathan Tse,Guruguhanathan Venkataramanan,Yi-Hsin Weng,Andreas Wild,Yoon Seok Yang,Hong Wang +22 more
TL;DR: Loihi is a 60-mm2 chip fabricated in Intels 14-nm process that advances the state-of-the-art modeling of spiking neural networks in silicon, and can solve LASSO optimization problems with over three orders of magnitude superior energy-delay-product compared to conventional solvers running on a CPU iso-process/voltage/area.
Proceedings ArticleDOI
Loihi Asynchronous Neuromorphic Research Chip
TL;DR: The pre-silicon design was verified by static timing analysis, back-annotated gate-level simulation, and FPGA emulation, and Tunable delay lines provide sufficient timing margin in extreme corners such as near-threshold-voltage.