Alessandro Fumarola

Publication Activity (10 Years)

Years Active: 2016-2019
Publications (10 Years): 6

Top Topics

Machine Learning

Multilayer Feedforward

Backpropagation Algorithm

Memory Requirements

Top Venues

IBM J. Res. Dev.

Publications

Alessandro Fumarola, Yusuf Leblebici, Pritish Narayanan, Robert M. Shelby, L. L. Sanchez, Geoffrey W. Burr, Kibong Moon, J. Jang, Hyunsang Hwang, Severin Sidler
Non-filamentary non-volatile memory elements as synapses in neuromorphic systems. NVMTS (2019)
Emanuele A. Casu, Andrei A. Muller, Montserrat Fernandez-Bolaños Badia, Alessandro Fumarola, Anna Krammer, Andreas Schuler, Adrian M. Ionescu
Vanadium Oxide Bandstop Tunable Filter for Ka Frequency Bands Based on a Novel Reconfigurable Spiral Shape Defected Ground Plane CPW. IEEE Access 6 (2018)
Pritish Narayanan, Lucas L. Sanches, Alessandro Fumarola, Robert M. Shelby, Stefano Ambrogio, Jun-Woo Jang, Hyunsang Hwang, Yusuf Leblebici, Geoffrey W. Burr
Reducing circuit design complexity for neuromorphic machine learning systems based on Non-Volatile Memory arrays. ISCAS (2017)
Pritish Narayanan, Alessandro Fumarola, Lucas L. Sanches, Kohji Hosokawa, Scott C. Lewis, Robert M. Shelby, Geoffrey W. Burr
Toward on-chip acceleration of the backpropagation algorithm using nonvolatile memory. IBM J. Res. Dev. 61 (4-5) (2017)
Alessandro Fumarola, Pritish Narayanan, Lucas L. Sanches, Severin Sidler, Jun-Woo Jang, Kibong Moon, Robert M. Shelby, Hyunsang Hwang, Geoffrey W. Burr
Accelerating machine learning with Non-Volatile Memory: Exploring device and circuit tradeoffs. ICRC (2016)
Severin Sidler, Irem Boybat, Robert M. Shelby, Pritish Narayanan, Jun-Woo Jang, Alessandro Fumarola, Kibong Moon, Yusuf Leblebici, Hyunsang Hwang, Geoffrey W. Burr
Large-scale neural networks implemented with Non-Volatile Memory as the synaptic weight element: Impact of conductance response. ESSDERC (2016)