MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202611060790 A) filed by Indian Institute Of Technology Delhi on May 13, 2026, for Stochastic Neural Computation Apparatus And Method.
Inventor includes Sivasubramani, Santhosh.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: A stochastic neural computation apparatus (110) includes an SPI slave module (112) receiving configuration data through an SPI bus (202), and a register file (114) storing a feedback polynomial, seed value, threshold value, decay value, and activation lookup values. A linear feedback shift register (116) generates a pseudo-random bit sequence from the feedback polynomial and seed value. A sigmoid activation lookup circuit (118) provides an activation value based on most significant bits of the pseudo-random bit sequence. A stochastic comparator circuit (120) compares bits of the pseudo-random bit sequence with the activation value to generate a stochastic firing signal. A leaky integrate-and-fire neuron core (122) integrates input current into a membrane potential responsive to the stochastic firing signal or external spike input, reduces the membrane potential absent integration, and generates a spike output when the membrane potential satisfies the threshold value.
Disclaimer: Curated by HT Syndication.
