Technologies for efficient exit from hyper dimensional space in the presence of errors

A method comprising:

• receiving, by a memory controller of a compute device, a query from a requestor;
• determining, in response to receiving the query and by the memory controller, a reference hyper-dimensional vector associated with the query;
• performing, by the memory controller, a nearest neighbor search by searching columns of a stochastic associative array in a memory media;
• identifying, by the memory controller, a closest matching row in the stochastic associative array relative to the reference hyper-dimensional vector;
• and
• outputting, by the memory controller, data of the closest matching row.

One or more machine-readable storage media comprising a plurality of instructions stored thereon that, in response to being executed, cause a device to:

• receive a query from a requestor;
• determine, in response to receiving the query, a reference hyper-dimensional vector associated with the query;
• perform a nearest neighbor search by searching columns of a stochastic associative array in a memory media to determine a number of matching bit values for each row relative to the reference hyper-dimensional vector, wherein each bit in a column of the stochastic associative array represents a bit value of a corresponding row;
• identify a closest matching row that has a highest number of matching bit values;
• and
• output data of the closest matching row.