CMOS / CMOL architectures for spiking cortical column
We present a spiking cortical column model based on neural associative memory, and demonstrate architectures for emulating the cortical column model with nanogrid molecular circuitry. We investigate a number of options for cost-effective hardware with digital CMOS and mixed-signal CMOL, a hybrid CMO...
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Format: | Tagungsbericht |
Sprache: | eng |
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Zusammenfassung: | We present a spiking cortical column model based on neural associative memory, and demonstrate architectures for emulating the cortical column model with nanogrid molecular circuitry. We investigate a number of options for cost-effective hardware with digital CMOS and mixed-signal CMOL, a hybrid CMOS/nanogrid technology. We also give an example of a dynamic learning algorithm that is a suitable match to CMOL implementation. |
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ISSN: | 2161-4393 1522-4899 2161-4407 |
DOI: | 10.1109/IJCNN.2008.4634138 |