ANALOG PROCESSING SYSTEM

Organization Name

microsoft technology licensing, llc

Inventor(s)

Jannes Gladrow of Cambridge (GB)

Hitesh Ballani of Cambridge (GB)

Francesca Parmigiani of Cambridge (GB)

Christos Gkantsidis of Cambridge (GB)

Kirill Kalinin of Cambridge (GB)

Babak Rahmani of Cambridge (GB)

Cheng Zhang of Cambridge (GB)

Daniel Cletheroe of Cambridge (GB)

ANALOG PROCESSING SYSTEM

This abstract first appeared for US patent application 20240428023 titled 'ANALOG PROCESSING SYSTEM

Original Abstract Submitted

analog system and method for implementing an iterative neural network based model, the system comprising analog vector-by-matrix multiplication circuitry encoding a matrix of weights of an iterative neural network-based model, and analog nonlinearity circuitry encoding a non-linear function arranged in a feedback loop configured to return the output signals from the nonlinearity circuitry as inputs to the vector-by-matrix multiplication circuitry, wherein the system is configured to output a solution vector of values of the iterative neural network based model on convergence of the system.