McBader, Stephanie and Clementel, Luca and Sartori, Alvise and Boni, Andrea and Lee, Peter (2002) SoftTOTEM: An FPGA Implementation of the TOTEM Parallel Processor. UNSPECIFIED. (Unpublished)
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Abstract
TOTEM is digital VLSI parallel processor ideally suitable for vectormatrix multiplication. As such, it provides the core computational engine for digital signal processing and artificial neural network algorithms. It has been implemented in the past as a full-custom IP core, achieving high data throughput at clock frequencies of up to 30 MHz. This paper presents the ‘soft’ implementation of the TOTEM neural chip, and compares its cost and performance to previous ‘hard’ implementations.
Item Type: | Departmental Technical Report |
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Department or Research center: | Information Engineering and Computer Science |
Subjects: | Q Science > QA Mathematics > QA075 Electronic computers. Computer science T Technology > TA Engineering (General). Civil engineering (General) > TA174 Engineering Design |
Uncontrolled Keywords: | Digital Electronics, Neural Networks, Learning Theory |
Additional Information: | To be published in Proceedings Field Programmable logic and Applications 2002 |
Report Number: | DIT-02-033 |
Repository staff approval on: | 21 Jan 2003 |
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