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Computer vision algorithms on reconfigurable logic arrays

N.K. Ratha, A.K. Jain
1999 IEEE Transactions on Parallel and Distributed Systems  
Ratha Computer vision algorithms are natural candidates for high performance computing due to their inherent parallelism and intense computational demands. For  ...  Computer Vision Algorithms on Reconfigurable Logic Arrays By Nalini K.  ...  Alnuweiri and Prasanna 7] provide a survey of di erent algorithms for component labeling. A constant time algorithm on a recon gurable network of processors is presented in 6].  ... 
doi:10.1109/71.744833 fatcat:htpcqypklnghvfdedyl7dneyhu

Accelerating CNN inference on FPGAs: A Survey [article]

Kamel Abdelouahab and Maxime Pelcat and Jocelyn Serot and François Berry
2018 arXiv   pre-print
At the network level, approximate computing and datapath optimization methods are covered and state-of-the-art approaches compared.  ...  This paper presents a state-of-the-art of CNN inference accelerators over FPGAs. The computational workloads, their parallelism and the involved memory accesses are analyzed.  ...  Each PE -as depicted in Fig. 4c -b-is con gurable and has its own computational capabilities by means of DSP blocs, and its own data caching capabilities by means of on-chip registers.  ... 
arXiv:1806.01683v1 fatcat:ftjdwzeuizbbjjytagb7mimrha

Scalable Emulation of Heterogeneous Systems

Emilio Garcia Cota
The breakdown of Dennard's transistor scaling has driven computing systems toward application-specific accelerators, which can provide orders-of-magnitude improvements in performance and energy efficiency  ...  Second, we present a technique to reuse the private memories of on-chip accelerators when they are otherwise inactive to expand the system's last-level cache, thereby reducing the opportunity cost of the  ...  For instance, the recent explosion in demand for machine learning (ML) computation has fueled an "ML arms race", and consequently ML accelerators have started populating the data center [126, 164, 212  ... 
doi:10.7916/d8-a78j-z392 fatcat:upxiu626fbgz3o7ywoczzq4ffy

Context-aware home monitoring system for Parkinson's disease patients : ambient and wearable sensing for freezing of gait detection [article]

B Boris Takac, W Wei Chen, GWM Matthias Rauterberg, A Andreu Catala
Acknowledgements This PhD Thesis has been developed in the framework of, and according to, the rules of the Erasmus Mundus Joint Doctorate on Interactive and Cognitive Environments EMJD ICE [FPA  ...  ROS introduces the concepts of packag and stacks for easier distribution and recon gurability. Nodes are grouped into packages, and a collection of packages makes a stack.  ...  his center of mass forward (Jacobs et al., 2009) .  ... 
doi:10.6100/ir783045 fatcat:k4xmtfxsrbaxve4zzh5ubdalca

Vortex and texture defects in radiation and matter wavefields

Gary Ruben
of interfering Gaussian wavepackets.  ...  three corners of an equilateral triangle.  ...  Similarly, optical vortex solitons in nonlinear media may be used as recon gurable photonic waveguides (Carlsson et al., ; Law et al., ) .  ... 
doi:10.4225/03/5927d9ca51105 fatcat:55xjhqaaxvh6ve6qmbiknap7ry