Insights of BDAPbI4-Based Flexible Memristor for Artificial Synapses and In-Memory Computing. [PDF]
Patel M +4 more
europepmc +1 more source
Linear and Programmable Long‐Term Plasticity in PECVD Amorphous SiC Memristors
Stoichiometry‐engineered PECVD amorphous SiC memristors exhibit highly linear and programmable long‐term synaptic plasticity with a nonlinearity as low as 0.08. By controlling the local bonding environment, stable multilevel conductance updates are achieved, enabling robust neural‐network classification on MNIST and CIFAR‐10 and highlighting amorphous ...
Qin Liu +6 more
wiley +1 more source
Scalable Microscale Artificial Synapses of Lead Halide Perovskite with Femtojoule Energy Consumption. [PDF]
de Boer JJ, Ehrler B.
europepmc +1 more source
Pulse‐protocol optimization in an Au/MoO3/TiO2/FTO bilayer memristor enables linear analog synaptic conductance modulation along with digital resistive switching for memory. Controlled filament evolution produces stable learning‐forgetting characteristics with low nonlinearity, resulting in significantly enhanced neural network inference accuracy for ...
Girish Chandrashekar +2 more
wiley +1 more source
Editorial: Structure and function of the immunological and redirecting artificial synapses and their clinical implications. [PDF]
Izquierdo M +3 more
europepmc +1 more source
Neuromorphic Deep‐Ultraviolet Signal Processing Using a‐Ga2O3
Amorphous gallium oxide (a‐Ga2O3) metal‐semiconductor‐metal photodetectors exhibit paired‐pulse facilitation arising from charge trapping. Four‐bit UVC binary sequences are encoded into separable conductance states. An RC equivalent circuit model of the device is deployed in single‐ and composite multi‐node reservoir computers, achieving ∼95% accuracy ...
Sidhant Sharma +6 more
wiley +1 more source
Versatile optoelectronic memristor based on wide-bandgap Ga<sub>2</sub>O<sub>3</sub> for artificial synapses and neuromorphic computing. [PDF]
Cui D +12 more
europepmc +1 more source
Memristors based on trimethylsulfonium (phenanthroline)tetraiodobismuthate have been utilised as a nonlinear node in a delayed feedback reservoir. This system allowed an efficient classification of acoustic signals, namely differentiation of vocalisation of the brushtail possum (Trichosurus vulpecula).
Ewelina Cechosz +4 more
wiley +1 more source
Capacitive, charge‐domain compute‐in‐memory (CIM) stores weights as capacitance,eliminating DC sneak paths and IR‐drop, yielding near‐zero standbypower. In this perspective, we present a device to systems level performance analysis of most promising architectures and predict apathway for upscaling capacitive CIM for sustainable edge computing ...
Kapil Bhardwaj +2 more
wiley +1 more source
Selective UV Sensing for Energy-Efficient UV-A Artificial Synapses Using a ZnO/ZnGa<sub>2</sub>O<sub>4</sub> Heterojunction Diode. [PDF]
Khan T +5 more
europepmc +1 more source

