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Article

HiLTS©: Human-in-the-Loop Therapeutic System: A Wireless-enabled Digital Neuromodulation Testbed for Brainwave Entrainment

Department of Computer Science and Engineering, School of Engineering and Computing, American University of Ras Al Khaimah, Ras Al Khaimah P.O. Box 10021, United Arab Emirates
Technologies 2026, 14(1), 71; https://doi.org/10.3390/technologies14010071 (registering DOI)
Submission received: 18 December 2025 / Revised: 8 January 2026 / Accepted: 15 January 2026 / Published: 18 January 2026

Abstract

Epileptic seizures arise from abnormally synchronized neural activity and remain a major global health challenge, affecting more than 50 million people worldwide. Despite advances in pharmacological interventions, a significant proportion of patients continue to experience uncontrolled seizures, underscoring the need for alternative neuromodulation strategies. Rhythmic neural entrainment has recently emerged as a promising mechanism for disrupting pathological synchrony, but most existing systems rely on complex analog electronics or high-power stimulation hardware. This study investigates a proof-of-concept digital custom-designed chip that generates a stable 6 Hz oscillation capable of imposing a stable rhythmic pattern onto digitized seizure-like EEG dynamics. Using a publicly available EEG seizure dataset, we extracted and averaged analog seizure waveforms, digitized them to emulate neural front-ends, and directly interfaced the digitized signals with digital output recordings acquired from the chip using a Saleae Logic analyser. The chip’s pulse train was resampled and low-pass-reconstructed to produce an analog 6 Hz waveform, allowing direct comparison between seizure morphology, its digitized representation, and the entrained output. Frequency-domain and time-domain analyses demonstrate that the chip imposes a narrow-band 6 Hz rhythm that overrides the broadband spectral profile of seizure activity. These results provide a proof-of-concept for low-power digital custom-designed entrainment as a potential pathway toward simplified, wearable neuromodulation device for future healthcare diagnostics.
Keywords: neural chip design; precision medicine; neuromorphic digital hardware; open-source tools; emerging technologies; IoT for healthcare; neurotechnology neural chip design; precision medicine; neuromorphic digital hardware; open-source tools; emerging technologies; IoT for healthcare; neurotechnology

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MDPI and ACS Style

Ghani, A. HiLTS©: Human-in-the-Loop Therapeutic System: A Wireless-enabled Digital Neuromodulation Testbed for Brainwave Entrainment. Technologies 2026, 14, 71. https://doi.org/10.3390/technologies14010071

AMA Style

Ghani A. HiLTS©: Human-in-the-Loop Therapeutic System: A Wireless-enabled Digital Neuromodulation Testbed for Brainwave Entrainment. Technologies. 2026; 14(1):71. https://doi.org/10.3390/technologies14010071

Chicago/Turabian Style

Ghani, Arfan. 2026. "HiLTS©: Human-in-the-Loop Therapeutic System: A Wireless-enabled Digital Neuromodulation Testbed for Brainwave Entrainment" Technologies 14, no. 1: 71. https://doi.org/10.3390/technologies14010071

APA Style

Ghani, A. (2026). HiLTS©: Human-in-the-Loop Therapeutic System: A Wireless-enabled Digital Neuromodulation Testbed for Brainwave Entrainment. Technologies, 14(1), 71. https://doi.org/10.3390/technologies14010071

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