Analog Conductive Metal Oxide-HfO2 ReRAM artificial synapses for neuromorphic computing: physical modelling and stack optimization
- Donato Francesco Falcone
- Stephan Menzel
- et al.
- 2023
- MEMRISYS 2023
Donato Francesco Falcone
Bio
Donato Francesco Falcone is a PhD student at IBM Research-Zurich Lab working on brain-inspired neuromorphic hardware accelerators for AI. His research focuses on manufacturing, modelling, optimisation and BEOL integration of Ferroelectric and Resistive RAM technologies into crossbar array architecture for efficient learning and problem solving.
Publications
Exploiting Phase-Change-Material Physics for Unconventional Computing: VO2-based Oscillators and Phase-Change-Memories for Neuronal & Synaptic functions
- 2023
- E\PCOS 2023
Emulating synaptic weights with thin films transistors based on ferroelectric hafnia
- Donato Francesco Falcone
- Laura Bégon-Lours
- et al.
- 2023
- ESSDERC/ESSCIRC 2023
Photonic and electronic integrated technologies for neuromorphic computing
- Bert J. Offrein
- Tommaso Stecconi
- et al.
- 2023
- SSDM 2023
The role of material science in neuromorphic computing
- Valeria Bragaglia
- Tommaso Stecconi
- et al.
- 2023
- CMD 2023
Physical modelling and optimization of analog Conductive Metal Oxide-HfO2 ReRAM artificial synapses for neuromorphic computing
- Donato Francesco Falcone
- Stephan Menzel
- et al.
- 2023
- CMD FisMat 2023
Neuromorphic Computing Using Ferroelectric Based Devices
- Laura Bégon-Lours
- Mattia Halter
- et al.
- 2023
- IEEE ISAF 2023
Physical modeling and design rules of analog Conductive Metal Oxide-HfO2 ReRAM
- Donato Francesco Falcone
- Stephan Menzel
- et al.
- 2023
- IMW 2023
Mitigating Analog Memory Non-Idealities for In-Memory Inference and Learning of DNN
- 2023
- MRS Spring Meeting 2023
Ferroelectric Synapses in Neuromorphic Circuits—Integration of Perovskite- and Hafnia-Based Crossbars
- Laura Bégon-Lours
- Mattia Halter
- et al.
- 2023
- MRS Spring Meeting 2023
Projects
Developing technologies for computing tomorrow’s AI.
Top collaborators
BO
Bert Offrein
Manager Neuromorphic Devices and Systems - Principal Research Scientist
VB
Valeria Bragaglia
Staff Research Scientist, Research Ambassador
WC
Wooseok Choi
Postdoctoral Researcher
SM
Saketh Ram Mamidala
Postdoctoral Researcher