Physical Reservoir Computing Using Microelectromechanical Systems
Physical reservoir computing (PRC) transforms micro‐electro‐mechanical (MEMS) sensors into intelligent computing nodes by utilizing their intrinsic nonlinear dynamics and short‐term memory effects. This review surveys recent progress in MEMS‐based reservoir computing, covering its theoretical foundations, device architectures, and applications in ...
Mariam Gada +2 more
wiley +1 more source
Amorphous metal-oxide semiconductor thin-film neuron, synapse, and neuromorphic system. [PDF]
Kimura M +15 more
europepmc +1 more source
Dynamical Symbiosis of Solar Cell and Memristor. [PDF]
Kumar J +3 more
europepmc +1 more source
A transparent and flexible ITO/ZnO/TiO2/MXene optoelectronic memristor is developed via low‐temperature solution processing, exhibiting intrinsic self‐rectification and analog synaptic plasticity. The device enables wavelength‐selective photosynaptic response and multimodal learning behaviors, demonstrating strong potential for neuromorphic ...
Shoaib Anwer +5 more
wiley +1 more source
Controlling Ion Dynamics at Nanoscale for Memristor-Based Neuromorphic Computing. [PDF]
Jahangeer M +16 more
europepmc +1 more source
Hydrogel‐Based Bioelectronics: From Therapy and Sensing to Neuromorphic Computation
This review establishes a material–conduction–property–application framework connecting hydrogel chemistry and charge transport with therapy, sensing, closed‐loop feedback, and neuromorphic computation. ABSTRACT Bioelectronics establish bidirectional communication between living systems and electronic devices, providing an enabling platform for ...
Jianlong Hong +7 more
wiley +1 more source
High encoding-sensitivity vision sensor with complementary nonlinear neuromorphic computing. [PDF]
Yang Q +17 more
europepmc +1 more source
Lead‐free halide perovskites for efficient light‐emitting devices
Overview of Lead‐free metal halide perovskites with different categories and optoelectronic application directions, including solid‐state lighting, light‐emitting diodes, piezoluminescence, flexible electronics, scintillators and CPL emitters. Abstract Lead halide perovskites exhibit promising optoelectronic properties for optoelectronic applications ...
Yueqi Shen +9 more
wiley +1 more source
Dual-Mode Nanoporous SiO<sub>2</sub> Memristors with Coexisting Volatile and Nonvolatile Dynamics for Reservoir Computing. [PDF]
Ding B +5 more
europepmc +1 more source
Borophene‐based sensing platforms: Pioneering ultrasensitive detection
Schematic Diagram of Performance Optimization Strategies and Sensing Application Characteristics of Two‐Dimensional Boron‐Based Materials in Novel Sensors. Abstract Borophene is an emerging two‐dimensional (2D) material. Since significant breakthroughs were achieved in the experimental synthesis of borophene, the exploration and development of ...
Chi Yuan, Yanpeng Ji, Yi Liu, Guoan Tai
wiley +1 more source

