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US 12,007,890 B2Granted
Configurable in memory computing engine, platform, bit cells and layouts therefore
AssigneeThe Trustees of Princeton University
InventorsNaveen Verma, Hossein Valavi, Hongyang Jia
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Abstract
Various embodiments comprise systems, methods, architectures, mechanisms or apparatus for providing programmable or pre-programmed in-memory computing operations.
Claims31
An in-memory computing architecture, comprising:
- a compute-in-memory (CIM) array of bit-cells configured to receive parallel bit-wise input signals via a first CIM array dimension and to receive one or more accumulation signals via a second CIM array dimension, wherein each plurality of bit-cells associated with a common analog accumulation signal forms a respective CIM channel configured to provide analog representation of a respective portion of a multi bit computation output signal;
- and
- control circuitry configured to cause the CIM array to perform a multi-bit computing operation on the input and accumulation signals using single-bit internal circuits and signals;
- wherein the multi-bit computing operation of the CIM array comprises bit-parallel/bit-serial (BPBS) computing, and
- wherein said bit-parallel computing comprises:
- loading different matrix-element bits into respective in-memory computing channels;
- using respective barrel shifters, barrel shifting digitized outputs from the computing channels to implement thereby corresponding bit weightings;
- and
- using respective accumulators, performing digital accumulation over all of the computing channels to yield a multi-bit matrix-element compute result;
- and
- wherein said bit-serial computing comprises:
- individually applying each bit of a vector element to the loaded matrix-element bits and storing each resulting digitized output;
- and
- using respective barrel shifters, barrel shifting the stored digitized outputs associated with each vector element bit prior to a digital accumulation with stored digitized outputs corresponding to subsequent input vector bits.
11 more elements
Dependencies are inferred from the claim text.