FANGWEN YU

How to control a simulated 7-DOF arm using a fully spiking neural network running on Intel’s Loihi chip?

Travis DeWolf, Kinjal Patel, Pawel Jaworski, Roxana Leontie, Joseph Hays and Chris Eliasmith. Neuromorphic control of a simulated 7-DOF arm using Loihi. Neuromorphic Computing and Engineering, 2023. 

Abstract
“In this paper, we present a fully spiking neural network running

Be the First to comment. Read More

How to implement autonomous localization, navigation, and control of UAVs using fully spiking neural networks?

B. Komer, P. Jaworski, S. Harbour, C. Eliasmith and T. DeWolf, “BatSLAM: Neuromorphic Spatial Reasoning in 3D Environments,” 2022 IEEE/AIAA 41st Digital Avionics Systems Conference (DASC), 2022, pp. 1-8, doi: 10.1109/DASC55683.2022.9925773.

Abstract:
“Unmanned aerial vehicles (UAVs) need more …

Be the First to comment. Read More

How to build brain-based devices for the study of nervous systems and the development of intelligent machines?

Krichmar, Jeffrey L, and Gerald M Edelman. “Brain-based devices for the study of nervous systems and the development of intelligent machines.” Artificial life vol. 11,1-2 (2005): 63-77. doi:10.1162/1064546053278946

Abstract
The simultaneous study of brain function at all levels of

Be the First to comment. Read More

How to build a neuromorphic visual odometry for robotic tasks with strict low-latency, -memory, and -energy requirements?

Alpha Renner, Lazar Supic, Andreea Danielescu, Giacomo Indiveri, E. Paxon Frady, Friedrich T. Sommer, Yulia Sandamirskaya. Neuromorphic Visual Odometry with Resonator Networks. arXiv:2209.02000 [cs.RO], 2022. 

Abstract

“Autonomous agents require self-localization to navigate in unknown environments. They can use Visual …

Be the First to comment. Read More

How to detect lane using spiking neural network on Loihi neuromorphic processor?

Alberto Viale, Alberto Marchisio, Maurizio Martina, Guido Masera, Muhammad Shafique. LaneSNNs: Spiking Neural Networks for Lane Detection on the Loihi Neuromorphic Processor. arXiv:2208.02253 [cs.NE], 2022. 

Abstract

“Autonomous Driving (AD) related features represent important elements for the next generation of …

Be the First to comment. Read More

How to enable robotics with neuromorphic computing hardware and neural architectures?

Yulia Sandamirskaya and Mohsen Kaboli and Jorg Conradt and Tansu Celikel. Neuromorphic computing hardware and neural architectures for robotics. Science Robotics. 2022, 7(67). DOI: 10.1126/scirobotics.abl8419

Abstract
Neuromorphic hardware enables fast and power-efficient neural network–based artificial intelligence that is

Be the First to comment. Read More

How to build an operating system of neuromorphic system?

Eric Müller, Sebastian Schmitt, Christian Mauch, Sebastian Billaudelle, Andreas Grübl, Maurice Güttler, Dan Husmann, Joscha Ilmberger, Sebastian Jeltsch, Jakob Kaiser, Johann Klähn, Mitja Kleider, Christoph Koke, José Montes, Paul Müller, Johannes Partzsch, Felix Passenberg, Hartmut Schmidt, Bernhard Vogginger, Jonas Weidner, …

Be the First to comment. Read More

How to implement a neuromorphic vision-based measurement for robust relative localization in future space exploration missions?

Mohammed Salah, Mohammed Chehadah, Muhammed Humais, Mohammed Wahbah, Abdulla Ayyad, Rana Azzam, Lakmal Senevirante, Yahya Zweiri. A Neuromorphic Vision-Based Measurement for Robust Relative Localization in Future Space Exploration Missions. 2022, arXiv:2206.11541 [cs.CV]

Abstract

“Space exploration has witnessed revolutionary changes …

Be the First to comment. Read More

What’s the roadmap on neuromorphic devices & applications research in China?

Qing Wan, Changjin Wan, Huaqiang Wu, Yuchao Yang, Xiaohe Huang, Peng Zhou, Lin Chen, Tian-Yu Wang, Yi Li, Kanhao Xue, Yuhui He, Xiangshui Miao, Xi Li, Chenchen Xie, Houpeng Chen, Z. T. Song, Hong Wang, Yue Hao, Junyao Zhang, Jia …

Be the First to comment. Read More

How to implement neuromorphic object localization using resistive memories and ultrasonic transducers?

Filippo Moro, Emmanuel Hardy, Bruno Fain, Thomas Dalgaty, Paul Clémençon, Alessio De Prà, Eduardo Esmanhotto, Niccolò Castellani, François Blard, François Gardien, Thomas Mesquida, François Rummens, David Esseni, Jérôme Casas, Giacomo Indiveri, Melika Payvand & Elisa Vianello. Neuromorphic object localization using

Be the First to comment. Read More