Molecularly Engineered Memristors for Reconfigurable Neuromorphic Functionalities
Source abstract
Abstract
Abstract For half a century, nanoelectronics has sought to tailor electrical properties through molecular design for electrical circuit components such as switches and memories, yet predictive models remain elusive. The challenge arises from the intrinsic complexity of structure–function relationships, where minute atomic‐level changes in the molecule can trigger nonlinear, multi‐pathway interactions in the charge transport layer. These interactions profoundly alter the device properties, obscuring the causal links between molecular composition and electrical response. Here, a predictive framework is established that integrates chemical synthesis and electrical transport measurements with ab‐initio and quantum chemical modeling, to optimize the functionality and performance of neuromorphic circuit elements. Through precise tailoring of molecular coordination environments and outer‐sphere ionic interactions in metal‐organic ruthenium complexes, the device switching behavior is dramatically and programmatically modulated by accessing a rich spectrum of memristive responses, including digital, analog, binary, and ternary memory, spanning six orders of magnitude in conductance. It also enables the creation of a single circuit element that can dynamically reconfigure across diverse computational modalities, including in‐memory logic, selector functions, analog storage, computation and synaptic plasticity. This work reimagines the traditional rubric of computing, creating materials that not only store and compute, but also adapt and reconfigure.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Advanced Memory and Neural Computing · Photochromic and Fluorescence Chemistry · Molecular Junctions and Nanostructures
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Centre for Nanoscience and Engineering CeNSE Indian Institute of Science (IISc) Bangalore 560012 India
Department of Physics University of Limerick Limerick V94 T9PX Ireland
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