Training spiking neural networks using lessons from deep learning
The brain is the perfect place to look for inspiration to develop more efficient neural
networks. The inner workings of our synapses and neurons provide a glimpse at what the …
networks. The inner workings of our synapses and neurons provide a glimpse at what the …
Event-based sensing and signal processing in the visual, auditory, and olfactory domain: a review
MH Tayarani-Najaran, M Schmuker - Frontiers in Neural Circuits, 2021 - frontiersin.org
The nervous systems converts the physical quantities sensed by its primary receptors into
trains of events that are then processed in the brain. The unmatched efficiency in information …
trains of events that are then processed in the brain. The unmatched efficiency in information …
The state of the art of information integration in space applications
This paper aims to present a comprehensive survey on information integration (II) in space
informatics. With an ever-increasing scale and dynamics of complex space systems, II has …
informatics. With an ever-increasing scale and dynamics of complex space systems, II has …
Event camera simulator improvements via characterized parameters
It has been more than two decades since the first neuromorphic Dynamic Vision Sensor
(DVS) sensor was invented, and many subsequent prototypes have been built with a wide …
(DVS) sensor was invented, and many subsequent prototypes have been built with a wide …
e-TLD: Event-Based Framework for Dynamic Object Tracking
This paper presents a long-term object tracking framework with a moving event camera
under general tracking conditions. A first of its kind for these revolutionary cameras, the …
under general tracking conditions. A first of its kind for these revolutionary cameras, the …
Experimental methods to predict dynamic vision sensor event camera performance
Dynamic vision sensors (DVS) represent a promising new technology, offering low power
consumption, sparse output, high temporal resolution, and wide dynamic range. These …
consumption, sparse output, high temporal resolution, and wide dynamic range. These …
CMax-SLAM: Event-based Rotational-Motion Bundle Adjustment and SLAM System using Contrast Maximization
Event cameras are bioinspired visual sensors that capture pixelwise intensity changes and
output asynchronous event streams. They show great potential over conventional cameras …
output asynchronous event streams. They show great potential over conventional cameras …
Segment Any Event Streams via Weighted Adaptation of Pivotal Tokens
In this paper we delve into the nuanced challenge of tailoring the Segment Anything Models
(SAMs) for integration with event data with the overarching objective of attaining robust and …
(SAMs) for integration with event data with the overarching objective of attaining robust and …
Evtracker: An event-driven spatiotemporal method for dynamic object tracking
S Zhang, W Wang, H Li, S Zhang - Sensors, 2022 - mdpi.com
An event camera is a novel bio-inspired sensor that effectively compensates for the
shortcomings of current frame cameras, which include high latency, low dynamic range …
shortcomings of current frame cameras, which include high latency, low dynamic range …
[HTML][HTML] An Application-Driven Survey on Event-Based Neuromorphic Computer Vision
D Cazzato, F Bono - Information, 2024 - mdpi.com
Traditional frame-based cameras, despite their effectiveness and usage in computer vision,
exhibit limitations such as high latency, low dynamic range, high power consumption, and …
exhibit limitations such as high latency, low dynamic range, high power consumption, and …