Severin Sidler

According to our database, Severin Sidler authored at least 7 papers between 2016 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2019

Non-filamentary non-volatile memory elements as synapses in neuromorphic systems.

Alessandro Fumarola, Yusuf Leblebici, Pritish Narayanan, Robert M. Shelby, L. L. Sanchez, Geoffrey W. Burr, Kibong Moon, J. Jang, Hyunsang Hwang, Severin Sidler

Proceedings of the 19th Non-Volatile Memory Technology Symposium, 2019

2018

Equivalent-accuracy accelerated neural-network training using analogue memory.

Stefano Ambrogio, Pritish Narayanan, Hsinyu Tsai, Robert M. Shelby, Irem Boybat, Carmelo di Nolfo, Severin Sidler, Massimo Giordano, Martina Bodini, Nathan C. P. Farinha, Benjamin Killeen, Christina Cheng, Yassine Jaoudi, Geoffrey W. Burr

Nat., 2018

2017

Neuromorphic Architecture With 1M Memristive Synapses for Detection of Weakly Correlated Inputs.

Stanislaw Wozniak, Angeliki Pantazi, Severin Sidler, Nikolaos Papandreou, Yusuf Leblebici, Evangelos Eleftheriou

IEEE Trans. Circuits Syst. II Express Briefs, 2017

Improved Deep Neural Network Hardware-Accelerators Based on Non-Volatile-Memory: The Local Gains Technique.

Irem Boybat, Carmelo di Nolfo, Stefano Ambrogio, Martina Bodini, Nathan C. P. Farinha, Robert M. Shelby, Pritish Narayanan, Severin Sidler, Hsinyu Tsai, Yusuf Leblebici, Geoffrey W. Burr

Proceedings of the IEEE International Conference on Rebooting Computing, 2017

Unsupervised Learning Using Phase-Change Synapses and Complementary Patterns.

Severin Sidler, Angeliki Pantazi, Stanislaw Wozniak, Yusuf Leblebici, Evangelos Eleftheriou

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

2016

Accelerating machine learning with Non-Volatile Memory: Exploring device and circuit tradeoffs.

Alessandro Fumarola, Pritish Narayanan, Lucas L. Sanches, Severin Sidler, Jun-Woo Jang, Kibong Moon, Robert M. Shelby, Hyunsang Hwang, Geoffrey W. Burr

Proceedings of the IEEE International Conference on Rebooting Computing, 2016

Large-scale neural networks implemented with Non-Volatile Memory as the synaptic weight element: Impact of conductance response.

Severin Sidler, Irem Boybat, Robert M. Shelby, Pritish Narayanan, Jun-Woo Jang, Alessandro Fumarola, Kibong Moon, Yusuf Leblebici, Hyunsang Hwang, Geoffrey W. Burr

Proceedings of the 46th European Solid-State Device Research Conference, 2016