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Energy Efficient Computing in Nanoscale CMOS
Vivek De Intel Fellow Director of Circuit Technology Research Intel Labs
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Internet of Everything (IoE)
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Moore’s Law scaling
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Dynamic platform control
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Near Threshold Voltage (NTV) computing
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NTV IA processor
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NTV design techniques
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NTV IA – powered by solar cell!
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Power performance measurements
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Power components
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Minimum energy operation
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NTV and variability
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Voltage-frequency margins
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Dynamic adaptation & reconfiguration
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Dynamic V & F adaptation
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Resilient platforms
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Resilient & adaptive core
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Performance & efficiency gains
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Integrated voltage regulators
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Fully integrated VR
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Energy efficient interconnects
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Memory capacity & bandwidth
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Efficient & scalable neuromorphic systems
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Efficient & scalable neuromorphic architecture
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Efficient information encoding
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Information capacity scaling
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Sparsity vs. efficiency
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Neuron models & building blocks
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Neurosynaptic plasticity for learning
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Multiple learning modes via spike timing
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Multi-scale synaptic plasticity
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Efficient & scalable neurosynaptic network
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Distributed memory + compute
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Neuromorphic computing futures
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