Your low-impedance coating remembers, and the water inside it decides for how long
Organic mixed ionic-electronic conductors, the material family behind PEDOT:PSS electrode coatings and organic electrochemical transistor pixels, owe their speed to water: hydrated ions penetrate the polymer bulk, and volumetric doping turns a small ionic signal into a large electronic one. A Cambridge-led team has now watched that process happen inside operating films and found the bill that comes with it. Under bias, charge moves as a propagating redox front. The moment the bias is removed, charge relaxes uniformly across the whole film through connected water-rich pathways, which is precisely why stored states leak away and why an electrode's baseline keeps drifting after you stop touching it.
Source: Homogeneous Charge Relaxation in Organic Mixed Ionic-Electronic Conductors, Zhang, Keene, Tian, Lindop, Fairclough, Qu, Chua, Slaughter, Kousseff, Ducati, McCulloch, Sirringhaus, Rao, and Malliaras (University of Cambridge, University of Oxford, Princeton University), arXiv:2610.11977v1, 8 October 2026. Primary source. Read: the full 17-page submitted manuscript PDF, including the charge-photometry spatiotemporal maps, the Nernst-Planck modeling parameters, the cryo-electron microscopy results, and the side-chain engineering section.
What the work claims
This is a primary experimental and modeling study, and it carries the corresponding weight: real devices, operando optical measurement, cryogenic electron microscopy, and a transport model, all on one question.1 The central claim is that open-circuit charge relaxation in hydrated OMIEC films is homogeneous: after the programming bias is removed, the polymer redox state recovers nearly uniformly across the entire channel instead of relaxing inward from the electrolyte interface as classical drift-diffusion would predict.1 The claim is demonstrated in two benchmark materials, the conducting blend PEDOT:PSS and the glycolated polythiophene p(g3T2-T), which share nothing except the phenomenon.1
The proposed mechanism is that swelling opens connected, electrolyte-accessible water-rich pathways through the bulk of the film.1 Those pathways let hydrated ions move fast, which is the entire reason hydrophilic OMIECs make good physiological sensors, but they also let injected charge leak back out at open circuit, which is why programmed states decay and why electrochemical sensors drift between operations.1 The team then turns the mechanism into a design rule: swapping only the terminal side chain of a polythiophene between a bulky hydrophobic silyl ether (P3AOT-OTBS) and a hydrophilic hydroxyl (P3AOT-OH) moves the same conjugated backbone between two regimes, one that traps ions and holds programmable states and one that passes ions quickly and records physiological signals with high fidelity.1
How it works
The measurement is the real achievement. In a moving-front device, a 400 micrometer OMIEC channel sits under an ion-blocking SU-8 layer between an electronic contact at one end and a 0.1 molar NaCl electrolyte at the other, so ionic and electronic transport can be watched separately as they propagate along the channel.1 Operando charge photometry reads the local redox state optically: electrochemical reduction of PEDOT:PSS at minus 0.8 V versus Ag/AgCl grows the neutral-chain pi-pi* absorption near 682 nanometers, and the spatially resolved maps capture the channel every 0.05 seconds during driven operation and every 10 seconds during relaxation.1
Driven operation looks like the textbook. Both dedoping and redoping of PEDOT:PSS proceed as distinct redox fronts that nucleate at one interface and travel down the channel, consistent with drift-diffusion; in p(g3T2-T), doping at plus 0.6 V and dedoping at minus 0.4 V also propagate fronts, in opposite directions, as expected for hole-limited doping.1 Open circuit is different in kind. A fully dedoped PEDOT:PSS film holds about 0.3 moles per liter of sodium, roughly three times the external electrolyte concentration, so the natural expectation is that ions leave from the electrolyte-facing edge and a relaxation front marches inward.1 Instead, successive spatial profiles decay in amplitude in parallel across the whole channel, with no boundary moving anywhere; the film self-redopes everywhere at once, on a much longer timescale than driven redoping, accompanied by a slow drift of the open-circuit potential.1
Two controls establish that this is a bulk materials effect. Replacing the electrolyte with a PSSNa hydrogel, in which the polyanionic counterions are immobilized and cannot enter the film, still produces homogeneous relaxation, so mobile electrolyte counterions are not required.1 Tripling film thickness to 540 nanometers slows the decay, with the thick film retaining 20 percent of its initial optical response after 500 seconds where the thin film has nearly fully recovered, but the spatial mode stays homogeneous, so thickness sets the timescale, not the mechanism.1
The modeling closes the loop. A one-dimensional Nernst-Planck transport model with an effective ion diffusivity set by the electrolyte-accessible hydrated fraction of the film produces a pronounced interfacial gradient when no water pathways exist, at an effective sodium diffusivity of 7 times 10^-11 square meters per second.1 Allowing hydrated regions corresponding to 35 percent swelling, with an effective diffusivity of 5.1 times 10^-10 square meters per second, relaxes the film almost uniformly, reproducing the observed spatial mode.1 Cryogenic electron microscopy supplies the structure: vibrational electron energy-loss spectroscopy finds an O-H stretching feature near 428 millielectronvolts in hydrated films that is absent in dry ones, mapped into a spatially heterogeneous water distribution consistent with hydrophobic PEDOT-rich granules embedded in a hydrophilic PSS-rich matrix; electron diffraction shows the lamellar PEDOT-PSS stacking expanding from about 19.15 to 21.72 angstroms on hydration while the PEDOT pi-stacking shifts only from about 3.68 to 3.77 angstroms.1 Water accumulates in the PSS-rich phase and opens exactly the through-bulk pathways the model needs.
The design demonstration is a pair of polymers on one backbone. The hydrophobic P3AOT-OTBS swells only about 0.3 percent passively by quartz crystal microbalance, and ions entering it shed roughly two to three water molecules each, partial desolvation that sterically traps them in the bulk.1 After charging to 0.6 V versus Ag/AgCl it holds an open-circuit potential near 0.53 V after 30 minutes, against 0.38 V for the hydrophilic P3AOT-OH, and its transistor transfer curves carry a hysteresis window of about 0.5 V, a direct electrical signature of retained injected state.1 The hydrophilic sibling switches in about one millisecond with high transconductance and minimal hysteresis, and an OECT built from it records a surface ECG resolving the P wave, QRS complex, and T wave without noticeable temporal distortion.1 The retentive device, meanwhile, shows paired-pulse facilitation of 180 percent at a 1 millisecond interval with fast and slow relaxation components of 88 and 1386 milliseconds, 100 symmetric potentiation and depression states, and a frequency response in which raising the pulse rate from 1 to 10 hertz drops the memory level from 71.6 to 16.8 nanoamps because hydrated ions simply have less time to reach deeper states.1
Where a skeptic should push
The most load-bearing assumption is local electroneutrality: the optical signal tracks the electronic population, and the argument infers concurrent ionic motion from it.1 That inference is standard in this literature and supported by the model and microscopy, but charge photometry at fixed absorption bands cannot see trapped or deep states that carry charge without the corresponding optical signature, so the claim that relaxation is complete is weaker than the claim that it is homogeneous.
Second, this is a model system, not a sensor. The moving-front channel is hundreds of micrometers long, orders of magnitude larger than a microelectrode pad or an OECT pixel, and diffusion arguments cut both ways: at electrode-scale diffusion lengths the same physics will run faster, which is good for recovery but bad for retention, and the paper's thickness control (a factor of three) is a hint, not a scaling law.1 The ECG demonstration is a macroscopic surface potential of order a millivolt at the skin, not the tens-of-microvolts extracellular field an MEA electrode must capture, so it validates temporal fidelity, not sensitivity.1
Third, PEDOT:PSS is a processed blend, not a single compound, and its nanostructure is notoriously preparation-dependent; the granular water distribution seen here is one microstructure, and post-treatments, additives, and crosslinkers all rearrange it.1 The qualitative mechanism, water pathways speed ions and leak charge, is robust; the specific timescales quoted above are properties of these films in this geometry and should be read as order-of-magnitude anchors.1
What OMIEC relaxation means for MEA coatings
The non-obvious implication is that the baseline drift of an organic-coated electrode is not an interface artifact to be engineered away with better packaging; it is the bulk material doing exactly what makes it a good sensor, in reverse.1 The volumetric hydration that gives PEDOT:PSS its celebrated low impedance and fast response is the same connected water network that relaxes stored charge uniformly across the film at open circuit.1 For acquisition chains, that relocates the drift budget from the amplifier, where we habitually blame it, to the coating, where it is set by chemistry, thickness, and hydration history. A stimulation-recording electrode on an MEA is biased, pulsed, and left at open circuit in a repeating cycle; every one of those cycles deposits a decaying volumetric charge state that recovers channel-wide over timescales from hundreds of milliseconds to hundreds of seconds depending on thickness and hydration.1 That sits squarely in the infra-slow band where local field potentials, slow cortical potentials, and pharmacological concentration changes live, which means the artifact and the signal of interest overlap spectrally and cannot be separated by filtering.
The memory cut is the sharper threat. A stimulation-capable organic electrode now has a quantified hidden state: the paper's own framing lists the recovery and drift of electrochemical sensors and bioelectronic interfaces between successive operations among the applications of this regime, and its numbers give that state physical substance.1 For OECT-based active pixel arrays, the roughly 0.5 V hysteresis window of the retentive polymer is what inter-channel memory looks like at the transistor level: pixel gain becomes a function of recent signal history, which corrupts any quantitative comparison across time unless each pixel is calibrated as a dynamical system with state rather than as a static transducer.1 For voltammetric or pulsed sensing on coated electrodes, the previous pulse train programs the film; the next measurement reads it back with an offset. Any blanking, cleaning, or calibration schedule on such an array has to be designed around a materials-set relaxation time constant, not an amplifier recovery time.
The opportunity is that the trade is now explicit and molecular. Speed and retention are not a continuum to be optimized but a side-chain selection: hydrophilic terminations give roughly millisecond switching and clean sensing, bulky hydrophobic terminations give 30-minute retention of 0.53 V open-circuit potential and 100 stable conductance states.1 An array architect can in principle assign coatings per function, fast and forgetful where bandwidth matters, retentive where state is the product, and the same transistor that records can double as an in-sensor adaptive element with genuine short-term plasticity, 180 percent paired-pulse facilitation with 88 and 1386 millisecond components, if the firmware treats that plasticity as a feature and calibrates for it.1 The open engineering question the paper leaves behind is segmentation: can a coating be built with fast surface pathways for signal coupling over a retentive bulk for stability, or does the water network always couple the two? Until that is answered, the honest specification practice is to demand open-circuit relaxation time constants and hysteresis windows in electrode coating datasheets, alongside the impedance magnitude at one kilohertz that currently dominates procurement decisions.
The bottom line
Established by direct measurement: in two chemically distinct OMIECs, driven operation moves charge as propagating redox fronts while open-circuit relaxation is spatially homogeneous and non-propagating; water-rich bulk pathways, evidenced by Nernst-Planck modeling at effective diffusivities of 7 times 10^-11 versus 5.1 times 10^-10 square meters per second and by cryogenic electron microscopy, explain the spatial mode; and terminal side-chain chemistry selects between retentive and fast regimes on a shared backbone.1 Not established: relaxation timescales at microelectrode dimensions, behavior under real extracellular microvolt fields rather than macroscopic ECG, or performance of processed coatings whose microstructure departs from the films studied here.1 The claim is confirmed if homogeneous relaxation with the predicted diffusivity scaling is observed in thin coatings on real electrode geometries; it is weakened if deep trapped charge is found to dominate the open-circuit state, which the optical method would miss.1 For array instrumentation the durable lesson is that with organic coatings, drift and memory are one mechanism seen from two sides, and the design variable is hydration, chosen molecule by molecule.
Frequently asked questions
Does this mean PEDOT:PSS electrodes are unreliable?
No. It means their drift is intrinsic and understandable rather than an uncontrolled defect. The same water pathways that relax stored charge also give the coating its fast, low-impedance response. Reliability becomes a matter of specifying and scheduling around known relaxation timescales, which vary strongly with film thickness, rather than expecting zero drift.
Is the relaxation slow enough to contaminate a recording?
Potentially, yes. The 540 nanometer film in the study still held 20 percent of its programmed optical state after 500 seconds, while the thinner film had nearly fully recovered on that timescale. Recovery spans hundreds of milliseconds to hundreds of seconds depending on hydration and thickness, which overlaps the infra-slow band of local field potentials, so post-stimulation baseline offsets are a real design consideration for stimulation-recording electrodes.
Can a single coating be both fast and retentive?
Not with the designs demonstrated here; the two regimes came from opposite side chains on the same backbone. Bulky hydrophobic terminations trap ions and hold about 0.53 V open-circuit potential after 30 minutes but switch slowly with large hysteresis, while hydrophilic terminations switch in about a millisecond but leak their stored charge. Whether layered or segmented structures can decouple the two is an open question.
What does this mean for OECT-based active electrode arrays?
That pixel gain carries history. A hysteresis window of roughly 0.5 V means the transistor's operating point depends on recent biasing, so quantitative comparison across time requires per-pixel state calibration. The same effect also enables in-sensor adaptation, such as paired-pulse facilitation of 180 percent with 88 and 1386 millisecond components, if the readout chain models it rather than ignoring it.
Does the ECG demonstration prove these devices can record neural signals?
It proves temporal fidelity, not sensitivity. The ECG is a macroscopic surface signal, whereas extracellular neural recording deals with microvolt-scale fields. The speed and low distortion shown are necessary conditions for neural front ends, but the signal-to-noise question at neural amplitudes is not addressed by this study.
References
- S. Zhang, S. T. Keene, J. Tian, G. E. Lindop, S. M. Fairclough, Z. Qu, X. W. Chua, C. Slaughter, C. J. Kousseff, C. Ducati, I. McCulloch, H. Sirringhaus, A. Rao, and G. G. Malliaras. Homogeneous Charge Relaxation in Organic Mixed Ionic-Electronic Conductors. arXiv:2610.11977. 2026. https://arxiv.org/abs/2610.11977. Accessed 2026-10-23.