Dr. Aida Todri-Sanial gave a Keynote talk at the Ecole National School of Chemistry of Montpellier. Her talk was on “Energy Consumption and Electronics Devices: Why we need to re-think chip design for AI?”.
Check out our recent article on brain-inspired computing with oscillatory neural networks for solving complex associative problems. This original work exploits the sub-harmonic injection locking method for controlling the oscillatory states of coupled oscillators to facilitate learning and inference. These [...]
Paper Title: Digital Implementation of Oscillatory Neural Network for Image Recognition Applications Computing paradigm based on von Neuman architectures cannot keep up with the ever-increasing data growth (also called “data deluge gap”). This has resulted in investigating novel [...]
Paper Title: Hardware Implementation of Differential Oscillatory Neural Networks Using VO2-Based Oscillators and Memristor-Bridge Circuits Oscillatory Neural Networks (ONNs) can be potentially implemented with nano-scale oscillators coupled by resistors and capacitors, emulating traditional neural networks (NNs). However, many [...]
Dr. Stefania Carapezzi presented her paper at the 2021 Fall Meeting of the European Materials Research Society (E-MRS). Her work is entitled “VO2 Oscillators on Si Platform for Neuromorphic Computing Applications”.
Our Post-Doc Dr. Stefania Carapezzi has a paper accepted at the 19th IEEE International NEWCAS Conference (NEWCAS) 2021. Her work is entitled "Multi-Scale Modeling and Simulation Flow for Oscillatory Neural Networks for Edge Computing".
Our Post-Doc Dr. Grabriele Boschetto has a paper accepted at the 15th International Conference on Materials Chemistry 2021. His work is entitled “Quantum Mechanical Simulations of 2D Materials for Unconventioal Computing and Biosensing Applications”.
Our PhD student Corentin Delacour has a paper accepted at the 79th Device Research Conference 2021. His work is entitled “Frequency Injection Locking-Controlled Oscillations for Synchronized Operations in VO2 Crossbar Devices”. DRC [...]