Abstract
![CDATA[This paper describes the design of an auto-associative memory based on a spiking neural network (SNN). The architecture is able to effectively utilize the massive interconnect resources available in FPGA architectures as a good match to the axons in biological neural networks. A complete implementation of the memory on a single FPGA is presented. The signal processing circuitry is composed from simple, parallel building blocks and the training logic is implemented using an on-chip soft processor.]]
Original language | English |
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Title of host publication | Proceedings of the 2011 International Conference on Field-Programmable Technology (FPT 2011), New Delhi, India, 12-14 December 2011 |
Publisher | IEEE |
Pages | 222-225 |
Number of pages | 4 |
ISBN (Print) | 9781457717413 |
DOIs | |
Publication status | Published - 2011 |
Event | International Conference on Field-Programmable Technology - Duration: 12 Dec 2011 → … |
Conference
Conference | International Conference on Field-Programmable Technology |
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Period | 12/12/11 → … |