Homogeneous Spiking Neuromorphic System for Real-World Pattern Recognition

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Pattern Recognition Seminar Real-World Pedestrian Detection

In this paper, we address the challenging task of pedestrian detection. The topic keyword Real-World should be noted as a synonym for a realistic detection environment (e.g. real-time, robustness, occlusions). We present some basic approaches for urban human detection and refine them to a suitable solution. We then discuss problems of detectors with common scene conditions and introduce an dete...

متن کامل

A neuromorphic system for video object recognition

Automated video object recognition is a topic of emerging importance in both defense and civilian applications. This work describes an accurate and low-power neuromorphic architecture and system for real-time automated video object recognition. Our system, Neuormorphic Visual Understanding of Scenes (NEOVUS), is inspired by computational neuroscience models of feed-forward object detection and ...

متن کامل

A Neuromorphic Visual Motion Sensor for Real-world Robots

Sensing visual motion gives a creature valuable information about its interactions with the environment. Flies in particular use visual motion information to navigate through turbulent air, avoid obstacles, and land safely. Mobile robots are ideal candidates for using this sensory modality to enhance their performance, but so far have been limited by the computational expense of processing vide...

متن کامل

Training Spiking Deep Networks for Neuromorphic Hardware

We describe a method to train spiking deep networks that can be run using leaky integrate-and-fire (LIF) neurons, achieving state-of-the-art results for spiking LIF networks on five datasets, including the large ImageNet ILSVRC-2012 benchmark. Our method for transforming deep artificial neural networks into spiking networks is scalable and works with a wide range of neural nonlinearities. We ac...

متن کامل

Neuromorphic Networks of Spiking Neurons

Rodney Douglas 10.1 Neuromorphic vs. Conventional Use of VLSI Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .10-1 10.2 Simulation vs. Emulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .10-3 10.3 Action Potentials and the Address-Event Representation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .1...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: IEEE Journal on Emerging and Selected Topics in Circuits and Systems

سال: 2015

ISSN: 2156-3357,2156-3365

DOI: 10.1109/jetcas.2015.2433552