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WAND: A 128-channel, closed-loop, wireless artifact-free neuromodulation device

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arxiv 1708.00556 v3 pith:BVGFAJYU submitted 2017-08-02 q-bio.NC

classification q-bio.NC
keywords stimulationneuralwirelessclosed-loopdeviceartifactsneuromodulationwand
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Closed-loop neuromodulation systems aim to treat a variety of neurological conditions by dynamically delivering and adjusting therapeutic electrical stimulation in response to a patient's neural state, recorded in real-time. Existing systems are limited by low channel counts, lack of algorithmic flexibility, and distortion of recorded signals from large, persistent stimulation artifacts. Here, we describe a device that enables new research applications requiring high-throughput data streaming, low-latency biosignal processing, and truly simultaneous sensing and stimulation. The Wireless Artifact-free Neuromodulation Device (WAND) is a miniaturized, wireless neural interface capable of recording and stimulating on 128 channels with on-board processing to fully cancel stimulation artifacts, detect neural biomarkers, and automatically adjust stimulation parameters in a closed-loop fashion. It combines custom application specific integrated circuits (ASICs), an on-board FPGA, and a low-power bidirectional radio. We validate wireless, long-term recordings of local field potentials (LFP) and real-time cancellation of stimulation artifacts in a behaving nonhuman primate (NHP). We use WAND to demonstrate a closed-loop stimulation paradigm to disrupt movement preparatory activity during a delayed-reach task in a NHP in vivo. This wireless device, leveraging custom ASICs for both neural recording and electrical stimulation modalities, makes possible a neural interface platform technology to significantly advance both neuroscientific discovery and preclinical investigations of stimulation-based therapeutic interventions.

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Cited by 2 Pith papers

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. OpenAlex reports about 11 citations worldwide. Full citation record

  1. Design and Validation of a Portable EEG-tES Platform Supporting High-Rate EEG Recording and Temporal Interference Stimulation

    eess.SP 2026-08 conditional novelty 6.0 of 10

    A single-microcontroller wearable platform records 8-channel EEG at up to 8 kHz while generating tDCS, tACS, and temporal interference stimulation, with validation on bench tests and a gelatine head phantom.

  2. Bandit Algorithms for Deep Brain Stimulation

    cs.LG 2026-01 conditional novelty 6.0 of 10

    A pruned, time-triggered multi-armed bandit jointly tunes DBS frequency and amplitude, converging in under two minutes and beating a deep-RL baseline in beta suppression and stimulation power in a computational Parkin...

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