Neuromorphic Mixed-Signal Circuitry for Asynchronous Pulse Processing
Abstract
We demonstrate a software reconfigurable mixed-signal Printed Circuit Board (PCB) prototype and a custom mixed-signal Application Specific Integrated Circuit (ASIC) prototype of a cognitive signal processor using neuromorphic... [ view full abstract ]
We demonstrate a software reconfigurable mixed-signal Printed Circuit Board (PCB) prototype and a custom mixed-signal Application Specific Integrated Circuit (ASIC) prototype of a cognitive signal processor using neuromorphic methods to perform adaptive nonlinear filtering based real-time wideband signal processing algorithms. The cognitive processor effectively implements a trending computing paradigm called Reservoir Computer (RC). Hardware implementation of the RC is achieved by a novel analog signal processor architecture called the Asynchronous Pulse Processor (APP).
Authors
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Peter Petre
(HRL Laboratories, LLC)
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Jose Cruz-Albrecht
(HRL Laboratories, LLC)
Topic Area
Topics: Neuromorphic, or “brain inspired”, computing
Session
OS-02B » Neuromorphic 2 (13:15 - Monday, 17th October, Del Mar Ballroom AB)