Interpreting How Neural Networks Infer Scatterer Geometry from Echolocation Echoes
Neural networks enable echolocation‐based shape classification but remain difficult to interpret due to their black‐box nature. This work presents a feature‐importance metric to uncover the echo regions driving decisions in shape‐specialized networks.
Ganesh U. Patil +2 more
wiley +1 more source
Feedforward Control of Piezoelectric Ceramic Actuators Based on PEA-RNN. [PDF]
Xiong Y +4 more
europepmc +1 more source
This graphical abstract highlights a bronchiectasis mouse model driven by chronic Pseudomonas aeruginosa (CPA)‐loaded agar beads plus papain, which reproduces significant airway structural damage, inflammation, mucous overproduction, and functional impairment, providing a clinically relevant platform for studying disease mechanisms and evaluating ...
Heng Yang +11 more
wiley +1 more source
Influence of feedforward control-based health education intervention on compliance, visual function and self-perceived burden among patients with diabetic retinopathy. [PDF]
Wang J, Tang H.
europepmc +1 more source
Motor Disorders in Autism: From Comorbidity to Core Criterion
ABSTRACT While repetitive movements are recognized as a diagnostic hallmark of Autism Spectrum Disorder (ASD) in frameworks such as the DSM and ICD, other motor disturbances, including gait atypicalities and postural control difficulties, have historically been overlooked or framed as secondary comorbidities.
Mohamed Jaber
wiley +1 more source
Structural basis for feedforward control in the PINK1/Parkin pathway. [PDF]
Sauvé V +7 more
europepmc +1 more source
In this paper, a feedforward-cascade controller for dissolved oxygen concentration in an activated sludge process is designed in order to meet stricter effluent quality standards at a minimum cost.
Zhang P(张平) +2 more
core
Harnessing ferroptosis from multilayer defense networks to nanoplatforms for specific cancer therapy
Nanomaterials target metabolically‐regulated ferroptosis for cancer therapy. Iron‐based or alternative nanoplatforms integrate ferroptosis with chemotherapy, immunotherapy, or radiotherapy. They enable stimulus‐responsive therapies (photothermal, photodynamic, sonodynamic) activated by near‐infrared, light, or ultrasound, achieving potent synergistic ...
Xinyue Xu +5 more
wiley +1 more source
Retracted: Feedforward Control Combined with 4F Management on Postoperative Nursing Effects and Motor Function of Meniscus Sports Injuries: Based on a Prospective Case Analysis. [PDF]
Methods In Medicine CAM.
europepmc +1 more source
Machine Learning Paradigm for Advanced Battery Electrolyte Development
Electrolyte materials determine ion transport kinetics within the bulk and interphases, ultimately influencing the performance of battery systems. As data‐driven paradigms increasingly reshape materials discovery, this review provides an application‐oriented exploration of the intersection between machine learning and electrolyte science. By evaluating
Chang Su +4 more
wiley +1 more source

