MP6b: Neuromorphic Computing (Invited) |
| Session Type: Oral |
| Time: Monday, November 4, 15:30 - 17:10 |
| Location: Toyon |
| Session Chair: Keshab Parhi, University of Minnesota |
| MP6b-1: THE PROMISE AND PITFALLS OF DEEP LEARNING WITH NON-VOLATILE MEMORY |
| Pritish Narayanan; IBM Research - Almaden |
| Stefano Ambrogio; IBM Research - Almaden |
| Charles Mackin; IBM Research - Almaden |
| Hsinyu Tsai; IBM Research - Almaden |
| Geoffrey Burr; IBM Research - Almaden |
| MP6b-2: EFFECT OF ASYMMETRIC NONLINEARITY DYNAMICS IN RRAMS ON SPIKING NEURAL NETWORK PERFORMANCE |
| Mohammed Fouda; University of California, Irvine |
| Emre Neftci; University of California, Irvine |
| Ahmed Eltawil; University of California, Irvine |
| Fadi Kurdahi; University of California, Irvine |
| MP6b-3: SUPERVISED LEARNING WITH SPIKING NEURAL NETWORKS |
| Bipin Rajendran; New Jersey Institute of Technology |
| MP6b-4: DATA-DRIVEN NEUROMORPHIC DRAM-BASED CNN AND RNN ACCELERATORS |
| Tobi Delbruck; University of Zurich and ETH Zurich |
| Shih-Chii Liu; University of Zurich and ETH Zurich |