IEEE

An FPGA-Based Event-Driven SNN Accelerator for DVS Applications With Structured Sparsity and Early-Stop

Abstract: This paper proposed an algorithm-hardware co-design of an event-driven spiking neural network (SNN) accelerator for classification tasks of event-based data from dynamic vision sensors (DVS) ...
IEEE

Machine Learning for FPGA Electronic Design Automation

Abstract: In the last decades, field-programmable gate arrays (FPGAs) have become increasingly important to the electronics industry, offering higher performance and lower power consumption as ...
Reuters

US FDA approves first at-home device for depression

Dec 11 (Reuters) - The U.S. Food and Drug Administration has approved Flow Neuroscience's at-home brain stimulation device to treat depression, offering an alternative to typical antidepressants that ...
FierceBiotech

FDA approves 1st nondrug, at-home treatment for depression

The FDA has approved its first at-home, nondrug therapy for depression, with a wearable brain stimulation headset developed by Flow Neuroscience. The agency issued a green light that covers the device ...