Architectural and algorithm level fault tolerant techniques for low power high yield multimedia devices

Author(s):  
Mohammad A Makhzan ◽  
Ahmed Eltawil ◽  
Fadi J. Kurdahi
2020 ◽  
Vol 77 ◽  
pp. 04003
Author(s):  
Mark Ogbodo ◽  
Khanh Dang ◽  
Fukuchi Tomohide ◽  
Abderazek Abdallah

Neuromorphic computing tries to model in hardware the biological brain which is adept at operating in a rapid, real-time, parallel, low power, adaptive and fault-tolerant manner within a volume of 2 liters. Leveraging the event driven nature of Spiking Neural Network (SNN), neuromorphic systems have been able to demonstrate low power consumption by power gating sections of the network not driven by an event at any point in time. However, further exploration in this field towards the building of edge application friendly agents and efficient scalable neuromorphic systems with large number of synapses necessitates the building of small-sized low power spiking neuron processor core with efficient neuro-coding scheme and fault tolerance. This paper presents a spiking neuron processor core suitable for an event-driven Three-Dimensional Network on Chip (3D-NoC) SNN based neuromorphic systems. The spiking neuron Processor core houses an array of leaky integrate and fire (LIF) neurons, and utilizes a crossbar memory in modelling the synapses, all within a chip area of 0.12mm2 and was able to achieves an accuracy of 95.15% on MNIST dataset inference.


Author(s):  
Baker Mohammad ◽  
Martin Saint-Laurent ◽  
Paul Bassett ◽  
Jacob Abraham
Keyword(s):  

Author(s):  
M. Saeed Ansari ◽  
Ali Mahani ◽  
Karim Mohammadi

Purpose To increase protection level against transient faults, circuit designers usually take advantage of redundant structures like Triple Modular Redundancy (TMR). Since redundancy compel a significant power overhead, proposing a low power fault tolerant technique in digital circuits is the main objective of this research work. Design/methodology/approach In order to moderate power consumption, we use a dual to triple modular redundancy. In fact, we put one of the modules in a TMR system in sleep mode while the other two operating modules are producing the same outputs. Once a mismatch is detected, the third one exits the sleep mode and the dual modular redundancy (DMR) approach turns into a conventional TMR. Also a novel stoppable clock generator is proposed to handle the sleep mode of the third module. Finally, a new three-input majority voter, compatible with our proposed technique, is presented. Findings Power analysis of combinational circuit benchmarks, ISCAS85, and ISCAS89 as sequential circuit benchmarks are depicted. Simulation results show the power reduction of up to 30% in comparison with the conventional modular redundancy approach. Originality/value Since modular redundancy is the most effective and the most well-known fault tolerant approach which is widely used in reliable circuits designs, it is important to reduce its power consumption. In this paper configuring the sleep mode operation of a circuit and stoppable clock generator lead to a new TMR technique in which the power consumption is strongly reduced.


2015 ◽  
Vol 55 (1) ◽  
pp. 272-281 ◽  
Author(s):  
Tatjana Nikolic ◽  
Goran Nikolic ◽  
Mile Stojcev ◽  
Zoran Stamenkovic
Keyword(s):  

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