G05 - Advances in Artificial Neural Networks

Monday, 14 October 2019: 16:00-17:40
Room 210 (The Hilton Atlanta)
Chair:
Juan C. Nino
16:00
(Invited) Energy Efficient Neural Network Training with Analog Synapses: Challenges and Opportunities
M. J. Marinella (Sandia National Labs), S. Agarwal, C. Bennett (Sandia National Laboratories), R. B. Jacobs-Gedrim, D. R. Hughart, E. J. Fuller (Sandia National Labs), A. Hsia, and A. A. Talin (Sandia National Laboratories)
17:00
Parallel Programming of an Ionic Floating-Gate Memory Array for Scalable Neuromorphic Computing
E. J. Fuller (Sandia National Labs), S. T. Keene, A. Melianas (Stanford University), Z. Wang (University of Massachusetts, Amherst), S. Agarwal (Sandia National Laboratories), Y. Li, Y. Tuchman (Stanford University), C. D. James (Sandia National Labs), M. J. Marinella (Sandia National Laboratories), A. Salleo (Stanford University), and A. A. Talin (Sandia National Laboratories)
17:20
Ultralow Power Dual Gated Sub-Threshold Oxide Neuristors: An Enabler for Higher Order Neuronal Temporal Correlations
R. A. John, N. Tiwari, A. Basu, and N. Mathews (Nanyang Technological University)