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Dante Muratore

Assistant Professor in Microelectronics presso Technische Universiteit Delft

Dante Muratore is an accomplished Electrical Engineer working as part of the NeuroTechnology Initiative at Stanford. His primary focus involves designing implantable Application-Specific Integrated Circuits (ASICs) to facilitate high-bandwidth data acquisition with minimal power consumption and space requirements. He has an extensive educational background, including a Master's degree from the University College of Cork and Politecnico di Torino, as well as a Doctorate in Microelectronics from Università degli Studi di Pavia. Dante has held positions such as Assistant Professor at Technische Universiteit Delft and conducted research as a Postdoctoral Researcher at Stanford University and a Visiting PhD at Massachusetts Institute of Technology (MIT).

Highlights

Jul 5 · linkedin

Check out the latest paper on the wired-OR neural interface from Pumiao Yan. "The wired-OR compressive readout architecture addresses the data deluge challenge of a high channel count neural interface using lossy compression at the analog-to-digital interface. In this paper, we assess the suitability of wired-OR for several steps that are important for neuroengineering, including spike detection, spike assignment and waveform estimation. Using data from 18 large-scale microelectrode array recordings in macaque retina ex vivo, we find that for an event SNR of 7-10, wired-OR correctly detects and assigns at least 80% of the spikes with at least 50× compression. The wired-OR approach also robustly encodes action potential waveform information, enabling downstream processing such as cell-type classification. Finally, we show that by applying an LZ77-based lossless compressor (gzip) to the output of the wired-OR architecture, 1000× compression can be achieved over the baseline recordings."

May 21 · linkedin

Excited to be in Monterey for ISCAS 2023. If you are around, don't miss Hoda Yassin's presentation during the Biomedical Circuits & Systems I session Monday afternoon. She will be showing our work on low-power feature extraction for epilepsy detection.

Dante Muratore
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Location

Delft, South Holland, Netherlands