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Muratore, D. G.

Publications and source records attributed to Muratore, D. G..

2 recordsLinked to original sources

An electronically steerable epidural ultrasound interface for deep brain neuromodulation in freely moving rats

Low-intensity focused ultrasound (LI-FUS) clinical trials exploit either the neural activity modulating, or the blood-brain barrier opening, capacity of this stimulation modality. However, LI-FUS currently is applied only transcranially which means that it is conducive only for episodic and intermittent stimulation, although, clinical data shows that in numerous neurological and psychiatric applications, chronic and continuous stimulation is required for long-term, stable therapeutic effect. The paper presents experimental data on a novel and innovative approach describing an implantable, epidural focus ultrasound (eFUS) device, designed for continuous, chronic and multi-site steerable neuromodulation. The miniaturized eFUS device consists of a two-dimensional piezoelectric transducer array directly integrated onto a custom ASIC, specifically engineered for proof-of-principle neuromodulation studies in the rat brain. The system generates electronically steerable focused ultrasound with software-defined focal coordinates, sufficient to stimulate neuronal activity in deep brain structures. In vitro acoustic characterization confirmed accurate beam steering and focusing, while in vivo validation demonstrated reliable stimulation of a deep subcortical target with measurable physiological effects. eFUS-mediated targeting of the ventral tegmental area in awake and freely moving rats produced increase in dopamine release in the nucleus accumbens as confirmed using fiber photometry recordings. Post-mortem histological analysis of the target regions showed the absence of inflammatory markers, although the epidural placement of the eFUS device was associated with mild tissue damage. Overall, the study provides in vitro data demonstrating the energy efficiency, and steerability of the technology, and in vivo physiological evidence of neuromodulatory ability of a deep, subcortical brain structure.

neuroscience↗

A Framework for Compressive On-chip Action Potential Recording

Scaling neural recording systems to thousands of channels creates extreme bandwidth demands, posing a challenge for resource-constrained, implantable devices. This work introduces an adaptive, multi-stage compression framework for high-bandwidth neural interfaces. The system combines a Wired-OR analog-to-digital compressive readout with a digital core that adaptively requantizes, selectively samples, and encodes the neural signals. Although prior work suggests that action potential recordings can be re-quantized to approximately the signal-to-noise (SNR) number of bits without significantly degrading decoding performance, our results show that the required resolution can often be reduced even further. By matching the number of quantization levels to the electrodes maximum SNR ({lceil}log2 SNR{rciel} number of bits), we retain waveform fidelity while eliminating unnecessary precision that primarily captures noise. Recorded spike samples are selected using a mutual information-based criterion to preserve both spatial and temporal discriminative waveform features. A static entropy coder completes the pipeline with low computation overhead compression optimized for neural signal statistics. Evaluated on 512-channel macaque retina ex vivo data, the system preserves 90% of spikes while achieving a 1098x total compression over baseline.

bioengineering↗