A digital neurosynaptic core using embedded crossbar memory with 45pJ per spike in 45nm

@article{Merolla2011ADN,
  title={A digital neurosynaptic core using embedded crossbar memory with 45pJ per spike in 45nm},
  author={Paul Merolla and John V. Arthur and Filipp Akopyan and Nabil Imam and Rajit Manohar and Dharmendra S. Modha},
  journal={2011 IEEE Custom Integrated Circuits Conference (CICC)},
  year={2011},
  pages={1-4}
}
The grand challenge of neuromorphic computation is to develop a flexible brain-like architecture capable of a wide array of real-time applications, while striving towards the ultra-low power consumption and compact size of the human brain—within the constraints of existing silicon and post-silicon technologies. To this end, we fabricated a key building block of a modular neuromorphic architecture, a neurosynaptic core, with 256 digital integrate-and-fire neurons and a 1024×256 bit SRAM crossbar… CONTINUE READING
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