Real-Time Scalable Cortical Computing at 46 Giga-Synaptic OPS/Watt with ~100× Speedup in Time-to-Solution and ~100, 000× Reduction in Energy-to-Solution.
Andrew S. CassidyRodrigo Alvarez-IcazaFilipp AkopyanJun SawadaJohn V. ArthurPaul MerollaPallab DattaMarc González TalladaBrian TabaAlexander AndreopoulosArnon AmirSteven K. EsserJeff KusnitzRathinakumar AppuswamyChuck HaymesBernard BrezzoRoger MoussalliRalph BellofattoChristian W. BaksMichael MastroKai SchleupenCharles E. CoxKen InoueSteven E. MillmanNabil ImamEmmett McQuinnYutaka Y. NakamuraIvan VoChen GuokDon NguyenScott LekuchSameh W. AsaadDaniel J. FriedmanBryan L. JacksonMyron FlicknerWilliam P. RiskRajit ManoharDharmendra S. ModhaPublished in: SC (2014)
Keyphrases
- real time
- linear equations
- optimal solution
- multiscale
- minimum energy
- neural network
- genetic algorithm
- artificial neural networks
- dynamic programming
- integer programming
- solution space
- closed form
- quality of service
- orders of magnitude
- high speed
- low cost
- objective function
- image segmentation
- artificial intelligence
- data sets