Spiking neural networks hardware implementations and challenges: A survey

M Bouvier, A Valentian, T Mesquida… - ACM Journal on …, 2019 - dl.acm.org
Neuromorphic computing is henceforth a major research field for both academic and
industrial actors. As opposed to Von Neumann machines, brain-inspired processors aim at …

Evolutionary approach to approximate digital circuits design

Z Vasicek, L Sekanina - IEEE Transactions on Evolutionary …, 2014 - ieeexplore.ieee.org
In approximate computing, the requirement of perfect functional behavior can be relaxed
because some applications are inherently error resilient. Approximate circuits, which fall into …

[图书][B] Bio-inspired computation in unmanned aerial vehicles

H Duan, P Li - 2014 - Springer
Bio-inspired computation, short for biologically inspired computation, is the use of computers
to model the living phenomena, and simultaneously the study of life to improve the usage of …

Reservoir Computing as a Model for In-Materio Computing

M Dale, JF Miller, S Stepney - Advances in Unconventional Computing …, 2017 - Springer
Research in substrate-based computing has shown that materials contain rich properties
that can be exploited to solve computational problems. One such technique known as …

Embodied artificial evolution: Artificial evolutionary systems in the 21st Century

AE Eiben, S Kernbach, E Haasdijk - Evolutionary intelligence, 2012 - Springer
Evolution is one of the major omnipresent powers in the universe that has been studied for
about two centuries. Recent scientific and technical developments make it possible to make …

[HTML][HTML] Multi-objective evolutionary design of selective triple modular redundancy systems against SEUs

R Yao, Q Chen, Z Li, Y Sun - Chinese Journal of Aeronautics, 2015 - Elsevier
To improve the reliability of spaceborne electronic systems, a fault-tolerant strategy of
selective triple modular redundancy (STMR) based on multi-objective optimization and …

Approximate circuit design by means of evolvable hardware

L Sekanina, Z Vasicek - 2013 IEEE International Conference on …, 2013 - ieeexplore.ieee.org
This paper deals with evolutionary design of approximate circuits. This class of circuits is
characterized by relaxing the requirement on functional equivalence between the …

Towards evolvable systems based on the Xilinx Zynq platform

R Dobai, L Sekanina - 2013 IEEE international conference on …, 2013 - ieeexplore.ieee.org
Field programmable gate arrays (FPGAs) are considered as a good platform for digital
evolvable hardware systems. Researchers introduced virtual reconfigurable circuits as the …

Scalable FPGA refurbishment using netlist-driven evolutionary algorithms

RA Ashraf, RF DeMara - IEEE Transactions on Computers, 2013 - ieeexplore.ieee.org
In this work, Field-Programmable Gate Array (FPGA) reconfigurability is exploited to realize
autonomous fault recovery in mission-critical applications at runtime. The proposed Netlist …

An efficient crossover architecture for hardware parallel implementation of genetic algorithm

R Faraji, HR Naji - Neurocomputing, 2014 - Elsevier
In this article a new architecture for hardware implementation of genetic algorithm in
reconfigurable embedded systems is presented. The main idea is based on the efficient use …