Analysis and design of boolean associative memories made of resonant oscillator arrays
IEEE Transactions on Circuits and Systems I: Regular Papers, 2016•ieeexplore.ieee.org
This paper investigates some relevant open issues related to implementing Boolean
associative memories using oscillator arrays. At the circuit level, the employment of a class
of MEMS-based oscillators which is ideal for large arrays realizations is herein considered.
At the system level, the crucial problems of array connectivity and spurious patterns
generation are explored in detail. As a result, an enhanced training rule is proposed which is
able to simplify the array architecture while improving memory association capability.
associative memories using oscillator arrays. At the circuit level, the employment of a class
of MEMS-based oscillators which is ideal for large arrays realizations is herein considered.
At the system level, the crucial problems of array connectivity and spurious patterns
generation are explored in detail. As a result, an enhanced training rule is proposed which is
able to simplify the array architecture while improving memory association capability.
This paper investigates some relevant open issues related to implementing Boolean associative memories using oscillator arrays. At the circuit level, the employment of a class of MEMS-based oscillators which is ideal for large arrays realizations is herein considered. At the system level, the crucial problems of array connectivity and spurious patterns generation are explored in detail. As a result, an enhanced training rule is proposed which is able to simplify the array architecture while improving memory association capability.
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