ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026
Single-Crystal PZT-Driven Organic Piezo-Phototronic Adaptive Transistors Toward Advanced Spatiotemporal Visual Computing.
Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
Integrating event detection and grayscale sensing in a single pixel/transistor enables compact, intelligent, flexible neuromorphic spatiotemporal visual imaging. Memory phototransistors based on organic phase-change semiconductors (OPCSs) are promising due to the high theoretical photo-sensing-storage capacity, excellent conductance linearity/symmetry, and intrinsic flexibility. However, such systems are constrained by low phase-change efficiency (narrow memory window/capacity) arising from weak and poorly controllable organic molecular interactions, restricting complex feature extraction and increasing energy consumption during information perception and processing. Here, we propose a single-crystal PZT-driven piezo-phototronic organic adaptive memory transistor (OAMT) with optimized stress distribution and multi-field control, significantly enhancing molecular conformation transition efficiency under low-power operation. The device achieves a record memory window capacity factor (γ) of ∼0.87 at a subthreshold swing (SS) of 200 mV/decade, with over 90% recognition accuracy from the OAMT device's actual LTP/LTD synaptic functions in neuromorphic simulations. Furthermore, the device's adaptive multistage phase-transition behavior in response to varying UV pulse densities enables stable current changes-transitioning from molecular conformation 2 to mixed conformations (1+2) in the PCS layer-as well as transient current spikes from conformation 2 to 1. The device simulates real-time flight attitude and dynamic grayscale detection via precise spatio-temporal synchronization, showing great potential for advanced visual technology.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.