This project implements a complete event-driven spiking neural network (SNN) accelerator on FPGA with seamless PyTorch integration for training and deployment. The design uses Accumulate-only (AC) ...
Abstract: Spiking neural networks (SNNs) combine analog (spike timing) and digital (spiking/quiescence) processing for efficient information handling. We experimentally demonstrate a photonic SNN ...
The module employed spy-like methods, including Threema‘s end-to-end encryption on private servers and “dead-drop” email drafts for handler directives, avoiding metadata trails. Dr Umar Un Nabi, Dr ...
The nervous system does an astonishing job of tracking sensory information, and does so using signals that would drive many computer scientists insane: a noisy stream of activity spikes that may be ...
Abstract: Electroencephalography (EEG) signals classification is essential for the brain-computer interface (BCI). Recently, energy-efficient spiking neural networks (SNNs) have shown great potential ...
Microsoft Flight Simulator 2024 (MSFS2024) has received significant updates, dramatically improving stability, graphics, and load times for a highly immersive and stable flight simulation experience.
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