Thilo Werner

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 6

Top Topics

Unsupervised Learning

Spiking Neural Networks

Biologically Plausible

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

ACM Great Lakes Symposium on VLSI

Publications

Moamen El-Masry, Thilo Werner, Amir Zjajo, Robert Weigel
Toward Efficient System-on-Module for Design-Space Exploration of Analog Spiking Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (8) (2024)
Moamen El-Masry, Taher Kourany, Rex Kho, Thilo Werner, Amir Zjajo, Robert Weigel
Integrated System-on-Module for Design-Space Exploration of Spiking Neural Networks. AICAS (2023)
Amirreza Yousefzadeh, Sahar Hosseini, Priscila C. Holanda, Sam Leroux, Thilo Werner, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Bart Dhoedt, Pieter Simoens
Conversion of Synchronous Artificial Neural Network to Asynchronous Spiking Neural Network using sigma-delta quantization. AICAS (2019)
Denys R. B. Ly, Alessandro Grossi, Thilo Werner, Thomas Dalgaty, Claire Fenouillet-Béranger, Elisa Vianello, Etienne Nowak
Role of synaptic variability in spike-based neuromorphic circuits with unsupervised learning. ISCAS (2018)
Elisa Vianello, Thilo Werner, Alessandro Grossi, Etienne Nowak, Barbara De Salvo, Luca Perniola, Olivier Bichler, Blaise Yvert
Bioinspired Programming of Resistive Memory Devices for Implementing Spiking Neural Networks. ACM Great Lakes Symposium on VLSI (2017)
Thilo Werner, Daniele Garbin, Elisa Vianello, Olivier Bichler, D. Cattaert, Blaise Yvert, Barbara De Salvo, Luca Perniola
Real-time decoding of brain activity by embedded Spiking Neural Networks using OxRAM synapses. ISCAS (2016)