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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Temam, O. Heliot, R. |
| Copyright Year | 2011 |
| Description | Author affiliation: INRIA Saclay Ile-de-France, rue Jean Rostand, 91893 Orsay Cedex, France (Temam, O.) || CEA-LETI, Minatec Campus, 17 rue des Martyrs, 38054, Grenoble Cedex, France (Heliot, R.) |
| Abstract | Because of power and reliability issues, computer architects are forced to explore new types of architectures, such as heterogeneous systems embedding hardware accelerators. Neuromorphic systems are good candidate accelerators that can perform efficient and robust computing for certain classes of applications. We propose a piking neurons based accelerator, with its hardware and software, that can be easily programmed to execute a wide range of signal processing applications. A library of operators is built to facilitate implementation of various types of applications. Automated placement and routing software tools are used to map these applications onto the hardware. Altogether, this system aims at providing to the user a simple way to implement signal processing tasks on neuromorphic hardware. |
| Starting Page | 1120 |
| Ending Page | 1125 |
| File Size | 576895 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781424496358 |
| ISSN | 21614407 |
| e-ISBN | 9781424496372 |
| DOI | 10.1109/IJCNN.2011.6033349 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2011-07-31 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Bismuth USA Councils Neural networks Joints |
| Content Type | Text |
| Resource Type | Article |
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