MUMBAI, India, July 7 -- Intellectual Property India has published a patent application (202641079946 A) filed by Sona College Of Technology on June 29, 2026, for Adaptive Keyboard System With Muscle-Memory Learning And Dynamic Key- Force Control.
Inventors include Mohanraj B; Dineshkumar P; Sakthivel P; Syed Fiaz A S; Sindhu L; and Jayaprakash D.
The application for the patent was published on July 03, 2026, under issue no. 27/2026.
Abstract: ABSTRACT An intelligent muscle-memory learning keyboard system (100) is disclosed. The system comprises a plurality of keys (101), pressure and force sensors (102), adaptive resistance actuators (103), haptic feedback units (104), a processing unit (105), and a user profile memory (106). The pressure and force sensors (102) acquire per-key interaction data including force, timing, and typing behavior characteristics. The processing unit (105) analyzes the acquired data, compares the data with stored user-specific typing profiles, and identifies typing errors, hesitation patterns, force deviations, and fatigue conditions. Based on the analysis, the processing unit (105) selectively controls the adaptive resistance actuators (103) to dynamically modify resistance characteristics of individual keys and activates the haptic feedback units (104) to provide localized tactile guidance. The user profile memory (106) is continuously updated using newly acquired interaction data, thereby enabling adaptive learning of muscle-memory patterns. The system operates in a closed-loop architecture to provide personalized typing assistance, improved typing accuracy, reduced fatigue, and enhanced ergonomic performance.
Disclaimer: Curated by HT Syndication.
