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Reconfigurable Electronic Materials Inspired by Nonlinear Neuron Dynamics

Texas A&M University College of Engineering

Publications

Magnetic and EPR Spectroscopic Studies of Thiolate Bridged Divalent Ni, Pd, and Pt Ions Capped with VO(N2S2) Metalloligands

Dakota D. Jones, Manuel Quiroz, Aruzhan Abdikaiym, Akhil K. Singh, Naushad Ahmed, Brad S. Pierce, Marcetta Y. Darensbourg, Kim R. Dunbar

Magnetic and EPR Spectroscopic Studies of Thiolate Bridged Divalent Ni, Pd, and Pt Ions Capped with VO(N2S2) Metalloligands

January 21, 2026

Reactions of the metallodithiolate complex VO(bme-dach) (hereafter abbreviated as V, where bme-dach = N,N′-bis(2-mercaptoethyl)-1,4-diazacycloheptane) with [PdII(CH3CN)4](BF4)2 and [PtII(CH3CN)4](BF4)2 yield the V–M–V trimetallic compounds [VPdV](BF4)2 (2) and [VPtV](BF4)2 (3). Reaction of a similar metalloligand, VO(bme-daco) (hereafter abbreviated as V′ where bme-daco = N,N′-bis(2-mercaptoethyl)-1,5-diazacyclooctane) with [NiII(CH3CN)6](BF4)2 afforded the related salt [V′NiV′](BF4)2 (1). X-ray structural analyses revealed that cations in 1, 2, and 3 adopt a stairstep C2h structure consisting of two terminal VO(N2S2) moieties bridged via thiolate sulfur to the group 10 metal ions. Weak ferromagnetic superexchange coupling (J = 0.282 cm–1 for 1, 0.954 cm–1 for 2, and 1.372 cm–1 for 3) was observed between the two S = 1/2 VIV centers separated by distances in the range of 5.9–6.3 Å, with J values varying following the order Ni < Pd < Pt. Frozen-solution EPR spectra measured on the more soluble [BArF24]− (BArF24– = tetrakis((3,5-trifluoromethyl)phenyl)borate) analogues revealed that the [VPtV]2+ cation exhibits a 15-line hyperfine splitting of 225 MHz at g = 4 in parallel mode, confirming exchange coupling between the two 51V, I = 7/2 nuclei. Density-functional theory (DFT) calculations indicate an S = 1 ground state for 1–3. These results demonstrate that the choice of paramagnetic metallodithiolate ligand and diamagnetic bridge in such trimetallic species influences the sign and magnitude of magnetic interactions.

Nanoscale Tracking of the High-Temperature Spin-State Transition in LaCoO3

Michelle A. Smeaton, Elena Salagre, Elliot J. Fuller, Lance M. Wheeler, Katherine L. Jungjohann

Nanoscale Tracking of the High-Temperature Spin-State Transition in LaCoO3

November 5, 2025

The high-temperature spin and electronic transitions in LaCoO3 have recently been leveraged to create neuromorphic (brain-inspired) devices. While these devices have shown the potential for impactful functionality in next-generation computing systems, the nanoscale dynamics of the spin and electronic transitions that underlie their operation are not well understood. Inhomogeneities related to interfaces, electrode contacts, strain, and crystal defects can all affect device performance, making nanoscale characterization of the transitions essential for producing consistent and reliable devices. Here, we demonstrate the first nanoscale in situ measurement of the spin transition in LaCoO3 at device-relevant temperatures (25–325 °C) over length scales of tens of nanometers using STEM-EELS. This measurement is enabled by an Al2O3 coating, which prevents unwanted reduction of the LaCoO3 specimen at high temperature and vacuum. The detailed understanding of LaCoO3 transition dynamics enabled by such measurements will be crucial for optimizing LaCoO3-based neuromorphic devices and increasing reliability for real-world application.

Interlayer Exciton Polarons in Mesoscopic V2O5 for Broadband Optoelectronic Synapses

Thanh Luan Phan, Jialu Li, Swagata Acharya, Alice R. Giem, Md Azimul Haque, Srikrishna Sagar, Dimitar Pashov, Savio Laricchia, Elisa M. Miller, Michelle A. Smeaton, Katherine L. Jungjohann, Sarbajit Banerjee, Joseph M Luther, Jinghua Guo, Andrew J. Ferguson, Jeffrey L. Blackburn, Lance M. Wheeler

Interlayer Exciton Polarons in Mesoscopic V2O5 for Broadband Optoelectronic Synapses

November 20, 2025

Persistent photoconductivity and optoelectronic synaptic behavior are demonstrated in solution-processed mesoscopic α-phase vanadium pentoxide (V2O5) thin films. First-principles simulations coupled with the two-site Holstein polaron hopping model show that vacancies at the terminal oxygen position lead to long recombination times because photoexcited electrons and holes reside on different layers separated by the van der Waals gap, forming a weakly coupled interlayer exciton polaron. Mid-gap polaronic states also significantly broaden the photoresponse of the films to span across visible and infrared wavelengths. By controlling the amplitude/intensity, duration, and/or number of optical pulses, tunable optoelectronic memory functions, such as short-term and long-term plasticity, are experimentally established in V2O5-based optoelectronic synapses. Device fabrication was extended to mechanically flexible ultrathin glass substrates. Flexible optoelectronic synapses maintained high performance after 150 bending cycles.

Single Crystals of Vanadium Oxides as a Lens for Understanding Structural and Electronic Phase Transformations, Ion Transport, Chemo-Mechanical Coupling, and Electrothermal Neuronal Emulation

John Ponis, Shruti Hariyani, George Agbeworvi, Sarbajeet Chakraborty, Victor Balcorta, James Pérez-Vázquez, Benjamin L. Rogers, Yu-Hsiang Chiang, Amanda Jessel, Timothy D. Brown, R. Stanley Williams, Matt Pharr, Xiaofeng Qian, Sarbajit Banerjee

Single Crystals of Vanadium Oxides as a Lens for Understanding Structural and Electronic Phase Transformations, Ion Transport, Chemo-Mechanical Coupling, and Electrothermal Neuronal Emulation

October 23, 2025

Vanadium oxides cystallize in a diverse array of structures and compositions arising from the redox versatility of vanadium, variable covalency of V–O bonds, and myriad coordination geometries. Their open frameworks present abundant interstitial sites that enable insertion of guest-ions. In such compounds, V3d electron and spin localization and disorder couple strongly to structural preferences. The rich structural diversity manifests as a “rugged” free energy landscape with multiple interconvertible polymorphs. Such a landscape sets up structural, electronic, and magnetic transitions that underpin the promise of these materials as ion-insertion battery electrodes; compact primitives for brain-inspired computing, and heterogeneous catalysts. Here, we examine the structural and compositional diversity, electronic instabilities, defect dynamics, structure transformations, mechanical properties, and surface structure of vanadium oxides using single crystals as a distinctive lens. Single crystals enable the measurement of structure–function correlations without the ensemble and orientational averaging inevitable in polycrystalline materials. Their well-defined surfaces further enable examination of facet-dependent reactivity toward molecular adsorbates, ion fluxes, and lattice (mis)matched solids. We provide a comprehensive account of vanadium-oxide single-crystal studies, from delineation of common structural motifs to single-crystal growth techniques, topochemical modification strategies, mechanisms underpinning electronic instabilities, and implementation as electrothermal neurons and battery electrode materials.

Magnetic coupling between Fe(NO) spin probe ligands through diamagnetic NiII, PdII and PtII tetrathiolate bridges

Manuel Quiroz, Molly M. Lockart, Shan Xue, Dakota Jones, Yisong Guo, Brad S. Pierce, Kim R. Dunbar, Michael B. Hall, Marcetta Y. Darensbourg

Magnetic coupling between Fe(NO) spin probe ligands through diamagnetic NiII, PdII and PtII tetrathiolate bridges†

August 14, 2023

Reaction of the nitrosylated-iron metallodithiolate ligand, paramagnetic (NO)Fe(N2S2), with [M(CH3CN)n][BF4]2 salts (M = NiII, PdII, and PtII; n = 4 or 6) affords di-radical tri-metallic complexes in a stairstep type arrangement ([FeMFe]2+, M = Ni, Pd, and Pt), with the central group 10 metal held in a MS4 square plane. These isostructural compounds have nearly identical ν(NO) stretching values, isomer shifts, and electrochemical properties, but vary in their magnetic properties. Despite the intramolecular Fe⋯Fe distances of ca. 6 Å, antiferromagnetic coupling is observed between {Fe(NO)}7 units as established by magnetic susceptibility, EPR, and DFT studies. The superexchange interaction through the thiolate sulfur and central metal atoms is on the order of NiII < PdII ≪ PtII with exchange coupling constants (J) of −3, −23, and −124 cm−1, consistent with increased covalency of the M–S bonds (3d < 4d < 5d). This trend is reproduced by DFT calculations with molecular orbital analysis providing insight into the origin of the enhancement in the exchange interaction. Specifically, the magnitude of the exchange interaction correlates surprisingly well with the energy difference between the HOMO and HOMO−1 orbitals of the triplet states, which is reflected in the central metal’s contribution to these orbitals. These results demonstrate the ability of sulfur-dense metallodithiolate ligands to engender strong magnetic communication by virtue of their enhanced covalency and polarizability.

Dynamic Doping of Nickelates with Lithium Reveals a Widely Tunable Insulator–Metal Transition with Charge Filling and Band Renormalization RegimesArticle link copied!

Alan C. Zhang, Alejandro Álvarez-Chico, Elena Salagre, Martin Gonzalez, Catalin D. Spataru, Joshua D. Sugar, Adam L. Gross, Miguel A. González-Barrio, Pilar Segovia, Massimo Tallarida, Ji Dai, Suhas Kumar, A. Alec Talin, Harold Y. Hwang, Enrique G. Michel, Arantzazu Mascaraque, Elliot J. Fuller

Dynamic Doping of Nickelates with Lithium Reveals a Widely Tunable Insulator–Metal Transition with Charge Filling and Band Renormalization RegimesArticle link copied!

August 1, 2025

The insertion of electron-donating ions has emerged as a powerful technique to manipulate the electronic structure of correlated oxides. However, the resulting electronic structure remains poorly understood, with challenges in quantifying dopant concentration, unexplained differences with substitutionally doped films, and a poor understanding of how dopant atoms interact with insulator–metal transitions (IMTs). Here, these issues are addressed in the context of the rare earth nickelates, a prototypical correlated oxide family with widely tunable electronic behavior under the insertion of protons and alkali metals as interstitial dopants. RNiO3 (R = Pr, Nd) epitaxial thin films are synthesized, lithium dopants are introduced and quantified using electrochemical and synchrotron-based techniques, and the resulting electronic structure is studied. From electronic transport measurements of LixLiRNiO3, lithium is found to affect the metal–insulator transition, causing more than an order of magnitude reduction in ground-state resistivity at fractions xLi < 0.18, a systematic lowering of transition temperature, and successively smaller ON/OFF ratios over 0.00 < xLi < 0.25. At larger fractions xLi > 0.25, the transition is destroyed, and insulating behavior is observed over T = 5–300 K. Angle-resolved photoemission (ARPES) confirms transport results and reveals band renormalization occurring over 0.10 < xLi ≤ 0.71. ARPES and X-ray absorption spectroscopy (XAS) combined with density functional theory indicate that rigid band filling models are generally insufficient to explain doping from lithium, especially at low temperatures, but could approximate room temperature effects in the low doping regime (xLi < 0.10). Broadly, the results indicate that interstitial dopants lead to complex interactions with metal–insulator transitions and the emergence of an exciting family of correlated electronic phases.

Structural and Electronic Complexities of a Sulfur-Bridged Di-Iron Complex Composed of Mono- and Di-Nitrosyl Units

Sarnali Sanfui, Manuel Quiroz, Jialu Li, Yang Ha, Feipeng Yang, Jinghua Guo, Nattamai Bhuvanesh, Brad S. Pierce, Perla B. Balbuena, Paul A. Lindahl, Michael B. Hall, Marcetta Y. Darensbourg

Structural and Electronic Complexities of a Sulfur-Bridged Di-Iron Complex Composed of Mono- and Di-Nitrosyl Units

October 27, 2025

The delocalized, thermodynamically stable cation, [(N2S2)Fe(NO)•Fe(NO)2]+, an adduct of mono-nitrosyl and dinitrosyl iron units, is analyzed to address the unusual stability of the sulfur-bridged diiron complex in its three overall redox levels, +, 0, and −. X-ray diffraction and myriad spectroscopic techniques probe products of sequential electron uptake in the corresponding neutral and anionic species. Conundrums include unified blueshifts of the overall 3-band, ν(NO), pattern with added electrons. One-electron reduction changes the anti-ferromagnetically coupled, S = 0, cationic diiron species to the neutral analog, S = ½, with unpaired spin mainly localized on the MNIU, which decreases its ∠Fe–N–O angle by 10 degrees in response to the extra electron density. Subsequent reduction to the anionic species, S = 1, involves a major geometric change at the MNIU, which moves the Fe in {Fe(NO)}8 out of the N2S2 plane. Site-specific 15N labeling of nitrosyl in the MNIU confirms the IR analysis and shows rapid NO exchange between the MNIU/DNIU (mono-nitrosyl iron unit/dinitrosyl iron unit) pairs during its synthesis at RT. Mössbauer spectroscopy, S K-edge XAS, and molecular orbital calculations confirm the ability of NO and the versatility of sulfur bridges to buffer and distribute electrons, a key to their major importance in metalloenzymes.

Tuning the Spin Transition and Carrier Type in Rare-Earth Cobaltates via Compositional Complexity

Alan Zhang, Sangheon Oh, Byoung Ki Choi, Eli Rotenberg, Timothy D. Brown, Catalin D. Spataru, Eli Kinigstein, Jinghua Guo, Joshua D. Sugar, Elena Salagre, Arantzazu Mascaraque, Enrique G. Michel, Alison C. Shad, Jacklyn Zhu, Matthew D. Witman, Suhas Kumar, A. Alec Talin, Elliot J. Fuller

Tuning the Spin Transition and Carrier Type in Rare-Earth Cobaltates via Compositional Complexity

August 23, 2024

There is growing interest in material candidates with properties that can be engineered beyond traditional design limits. Compositionally complex oxides (CCO), often called high entropy oxides, are excellent candidates, wherein a lattice site shares more than four cations, forming single-phase solid solutions with unique properties. However, the nature of compositional complexity in dictating properties remains unclear, with characteristics that are difficult to calculate from first principles. Here, compositional complexity is demonstrated as a tunable parameter in a spin-transition oxide semiconductor La1− x(Nd, Sm, Gd, Y)x/4CoO3, by varying the population x of rare earth cations over 0.00≤ x≤ 0.80. Across the series, increasing complexity is revealed to systematically improve crystallinity, increase the amount of electron versus hole carriers, and tune the spin transition temperature and on-off ratio. At high a population (x = 0.8), Seebeck measurements indicate a crossover from hole-majority to electron-majority conduction without the introduction of conventional electron donors, and tunable complexity is proposed as new method to dope semiconductors. First principles calculations combined with angle resolved photoemission reveal an unconventional doping mechanism of lattice distortions leading to asymmetric hole localization over electrons. Thus, tunable complexity is demonstrated as a facile knob to improve crystallinity, tune electronic transitions, and to dope semiconductors beyond traditional means.

Revealing Complete Atomic-Scale Switching Pathways in van der Waals Ferroelectrics

Xinyan Li, Chuqiao Shi, Kenna Ashen, Nannan Mao, Saagar Kolachina, Tianyi Zhang, Ramamoorthy Ramesh, Jing Kong, Xiaofeng Qian, Yimo Han

Revealing Complete Atomic-Scale Switching Pathways in van der Waals Ferroelectrics

October 3, 2025

Two-dimensional (2D) van der Waals (vdW) materials hold the potential for ultrascaled ferroelectric (FE) devices due to their silicon compatibility and robust polarization down to atomic scale. However, the inherently weak vdW interactions enable facile sliding between layers, introducing complexities beyond those encountered in conventional ferroelectric materials and presenting substantial challenges in uncovering intricate switching pathways. Here, we combine atomic-resolution imaging under in situ electrical biasing conditions with first-principles calculations to unravel the atomic-scale switching mechanisms in SnSe, a vdW group IV monochalcogenide. Our results uncover the coexistence of a consecutive 90° switching pathway and a direct 180° switching pathway from antiferroelectric (AFE) to FE order in this vdW system. Atomic-scale investigations and strain analysis reveal that the switching processes simultaneously induce interlayer sliding and compressive strain, while the lattice remains coherent despite the presence of multidomain structures. These findings elucidate vdW ferroelectric switching dynamics at atomic scale and lay the foundation for the rational design of 2D ferroelectric nanodevices.

Graphlet Decomposition Using Random-Walk Memristors

Kyung Seok Woo; Nestor Ghenzi; A. Alec Talin; Hyungjun Park; Sangheon Oh; Cheol Seong Hwang

Graphlet Decomposition Using Random-Walk Memristors

February 18, 2025

Although memristor crossbars are a promising post-CMOS solution for computing, sneak currents and stochastic switching are two persistent challenges that impede their practical implementation. Here, we show how both issues can, in fact, be taken advantage for energy efficient computing. Using sneak paths to represent graphlets and stochasticity in hybrid volatile-nonvolatile memristors to mimic random walks, we perform graphlet decomposition and analysis, which are computationally hard problem with various applications, such as social networking and genome slicing.
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Recent Publications

  • Magnetic and EPR Spectroscopic Studies of Thiolate Bridged Divalent Ni, Pd, and Pt Ions Capped with VO(N2S2) Metalloligands
  • Nanoscale Tracking of the High-Temperature Spin-State Transition in LaCoO3
  • Interlayer Exciton Polarons in Mesoscopic V2O5 for Broadband Optoelectronic Synapses
  • Single Crystals of Vanadium Oxides as a Lens for Understanding Structural and Electronic Phase Transformations, Ion Transport, Chemo-Mechanical Coupling, and Electrothermal Neuronal Emulation
  • Magnetic coupling between Fe(NO) spin probe ligands through diamagnetic NiII, PdII and PtII tetrathiolate bridges

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