Hierarchical Optical Waveguides Based on Serpentine‐Like Organic Pseudo‐Plastic Crystals that Mimic Neural Networks

Optical components and circuits for signal generation and processing are essential for artificial neural networks (ANNs). We present an interconnected, four-layered organic crystal optical waveguide architecture that mimics an ANN. This structure is constructed from pseudo-plastic organic crystals of (E)-1-(((5-methylpyridin-2-yl)imino)methyl)naphthalene-2-ol (MPyIN) using an atomic force microscopy (AFM) cantilever tip-based micromanipulation technique. By strategically selecting four MPyIN crystal waveguides of varying lengths, bending them into serpentine-like forms, and integrating them hierarchically, we create interconnected, neuron-like optical waveguides with six optical synapses. These synapses enable parallel transmission of passive optical signals through evanescent coupling across multiple paths within the waveguides. The feedforward mechanism allows the synapses to split the input optical signal into four diverging signals with different magnitudes. Certain outputs deliver mixed passive and active signals due to diverging and converging optical paths. This hierarchical, ANN-like architecture offers a foundation for developing smart optical neural networks using multiple emissive and phase-changing organic crystals.

Authors

Institutions

Publication Details

Journal
Angewandte Chemie International Edition
Published
2025-03-19
DOI
https://doi.org/10.1002/anie.202502122
Citations
4
Primary Topic
Mechanical and Optical Resonators
Type
article
Field-Weighted Citation Impact
4.99
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Hierarchical Optical Waveguides Based on Serpentine‐Like Organic Pseudo‐Plastic Crystals that Mimic Neural Networks

Melchi Chosenyah, Mehdi Rohullah, Avulu Vinod Kumar, Rajadurai Chandrasekar et al.
4 citations
Angewandte Chemie International Edition
Mechanical and Optical Resonators
4.99
article

Hierarchical Optical Waveguides Based on Serpentine‐Like Organic Pseudo‐Plastic Crystals that Mimic Neural Networks

Melchi Chosenyah, Mehdi Rohullah, Avulu Vinod Kumar, Rajadurai Chandrasekar, G. Sindhuja
article en
4 citations

Abstract

Optical components and circuits for signal generation and processing are essential for artificial neural networks (ANNs). We present an interconnected, four-layered organic crystal optical waveguide architecture that mimics an ANN. This structure is constructed from pseudo-plastic organic crystals of (E)-1-(((5-methylpyridin-2-yl)imino)methyl)naphthalene-2-ol (MPyIN) using an atomic force microscopy (AFM) cantilever tip-based micromanipulation technique. By strategically selecting four MPyIN crystal waveguides of varying lengths, bending them into serpentine-like forms, and integrating them hierarchically, we create interconnected, neuron-like optical waveguides with six optical synapses. These synapses enable parallel transmission of passive optical signals through evanescent coupling across multiple paths within the waveguides. The feedforward mechanism allows the synapses to split the input optical signal into four diverging signals with different magnitudes. Certain outputs deliver mixed passive and active signals due to diverging and converging optical paths. This hierarchical, ANN-like architecture offers a foundation for developing smart optical neural networks using multiple emissive and phase-changing organic crystals.

Angewandte Chemie International EditionVol. 64(23)
University of Hyderabad (IN)
Industry, innovation and infrastructure
Openalex Percentile: Top 5%
Mechanical and Optical Resonators
4.99
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Hierarchical Optical Waveguides Based on Serpentine‐Like Organic Pseudo‐Plastic Crystals that Mimic Neural Networks — Melchi Chosenyah, Mehdi Rohullah, et al. · Angewandte Chemie International Edition (2025) | TGRS Research Map | TGRS