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Photoreceptors and Visual Pathways01:22

Photoreceptors and Visual Pathways

At the molecular level, visual signals trigger transformations in photopigment molecules, resulting in changes in the photoreceptor cell's membrane potential. The photon's energy level is denoted by its wavelength, with each specific wavelength of visible light associated with a distinct color. The spectral range of visible light, classified as electromagnetic radiation, spans from 380 to 720 nm. Electromagnetic radiation wavelengths exceeding 720 nm fall under the infrared category, whereas...

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Thermally Tunable Photonic Synaptic Transistor with Bioinspired Temporal Dynamics for Task-Adaptive Neuromorphic

Shilin Lu1, Hong Jun Kim2, Si Hyun Park1

  • 1School of Electrical and Electronic Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul 03722, Republic of Korea.

ACS Applied Materials & Interfaces
|June 5, 2026
PubMed
Summary
This summary is machine-generated.

Researchers developed a temperature-tunable photonic synaptic transistor (TT-PST) that adjusts its temporal behavior for different tasks. This bioinspired device offers an efficient strategy for adaptive neuromorphic vision systems.

Keywords:
bioinspired temporal encodingneuromorphic visionphotonic synaptic transistortemperature-dependent modulationtemporal dynamics engineering

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Area of Science:

  • Materials Science
  • Neuromorphic Engineering
  • Optoelectronics

Background:

  • Biological systems exhibit temperature-dependent temporal dynamics.
  • Existing artificial synaptic devices lack dynamic temporal adaptability.
  • Photonic synaptic transistors offer potential for efficient neuromorphic computing.

Purpose of the Study:

  • To demonstrate a thermally tunable photonic synaptic transistor (TT-PST) for dynamic temporal behavior engineering.
  • To investigate the effect of temperature on synaptic temporal characteristics.
  • To evaluate the performance of the TT-PST in visual tasks using a convolutional neural network (CNN).

Main Methods:

  • Fabrication of a TT-PST using a magnesium-doped zinc oxide (MZO)/indium-gallium-zinc oxide (IGZO) heterostructure.
  • Characterization of device photoresponsivity and temporal persistence across a temperature range (20-80 °C).
  • Integration of experimentally extracted device dynamics into a CNN framework for visual task simulation.

Main Results:

  • The TT-PST exhibited continuous and reversible reshaping of synaptic temporal behavior with temperature changes.
  • Increased temperature led to higher photoresponsivity and decreased temporal persistence, shifting operation from integration-dominant to response-dominant.
  • Task-specific performance optimization was achieved: weak-signal recognition improved at lower temperatures, while dynamic motion analysis excelled at higher temperatures.

Conclusions:

  • Temperature serves as an effective, bioinspired control parameter for on-demand temporal dynamics engineering in photonic synaptic transistors.
  • The TT-PST enables task-adaptive neuromorphic vision systems by dynamically adjusting temporal characteristics.
  • This work provides an efficient hardware-based strategy for developing versatile neuromorphic computing platforms.