IBM Synapse chip - New Technology chips

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IBM Synapse chip

New Technology chips

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Event-based computation is a biologically-inspired paradigm for representing data as asynchronous events, much like neuron spikes in the brain. The Brain-Inspired Computing group at IBM Research – Almaden has built the first gesture-recognition system implemented end-to-end on event-based hardware. Combining the IBM TrueNorth neurosynaptic processor with an iniLabs Dynamic Vision Sensor (DVS), we trained a spiking neural network to recognize 10 hand gestures in real-time at 96.5 percent accuracy within a tenth of a second from the start of each gesture, while consuming under 200 mW – much lower power than frame-based systems, which use traditional processors.