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MAPPING AND LOCALIZATION SYSTEM FOR AUTONOMOUS VEHICLES

VALUE PROPOSITION A fundamental task for autonomous vehicles is to accurately determine its position at all times. Multiple key sub-systems rely either fully or partially on the performance of the localization algorithm. It has been estimated that decimeter level localization accuracy is required for autonomous vehicles to drive safely and smoothly....
Published: 7/2/2026   |   Inventor(s): Hayder Radha, Daniel Morris, Su Pang
Keywords(s):   Category(s): Computer Software, Control Systems, Transportation

CONCEALING ALGORITHM LOGIC IN SECURE HOMOMORPHIC COMPUTATION

VAlue proposition This technology, PrivaCT, offers a significant value proposition in the realm of data privacy and security. By leveraging fully homomorphic encryption (FHE), PrivaCT enables computations to be performed on encrypted data without the need for decryption, thereby preserving data confidentiality. What sets PrivaCT apart is its innovative...
Published: 6/30/2026   |   Inventor(s): Vishnu Boddeti, Amina Bassit
Keywords(s):   Category(s): Computer Software

NEURAL NETWORKS WITH HOMOMORPHIC ENCRYPTION

VAlue proposition Deployment of neural inference over encrypted data—using Fully Homomorphic Encryption (FHE) or Secure Multiparty Computation (MPC)—enables privacy-preserving computation crucial for sensitive applications in healthcare, biometrics, finance, and national security. However, encrypted neural inference has significant physical...
Published: 7/7/2026   |   Inventor(s): Vishnu Boddeti, Wei Ao
Keywords(s):   Category(s): Computer Software

SIGMA DELTA QUANTIZATION FOR IMAGES

VAlue proposition The value proposition of this technology lies in its innovative approach to image quantization using Sigma Delta quantization. By segmenting pixel values into columns and quantizing each column as a whole using Sigma Delta modulation, the technique minimizes accumulated quantization error, thereby enhancing the reconstruction quality...
Published: 6/27/2026   |   Inventor(s): Rongrong Wang, He Lyu
Keywords(s):   Category(s): Computer Software

IMPLEMENTING FLEXIBLE, CONTENT-ADAPTIVE DEEP LEARNING NEURAL NETWORKS

VAlue proposition The value of this technology lies in its ability to create input-adaptive neural networks that dynamically adjust their computational complexity based on the characteristics of input data, such as video frames, while maintaining high accuracy. This adaptability allows for significant reductions in computational demand and power consumption,...
Published: 6/25/2026   |   Inventor(s): Mi Zhang, Biyi Fang, Xiao Zeng, Shawn (Shen) Yan
Keywords(s):   Category(s): Computer Software

LINEARITY ENHANCEMENT FOR DIGITAL WIRELESS TRANSMITTERS AND DIGITAL POWER AMPLIFIERS

VAlue proposition Digital transmitters and digital power amplifiers are an active area with the advance of CMOS technology. Energy-efficient transmitters are critical for many applications that employ MIMO, multiband, and multi-standard transceivers because of multiple transmitters being adopted in a single chip or system. A very linear transmitter...
Published: 6/25/2026   |   Inventor(s): Sangmin Yoo, Si-Wook Yoo
Keywords(s):   Category(s): Communication, Computer Hardware, Computer Software, Telecommunications and Internet

MONOCULAR CAMERA CALIBRATION

VAlue proposition Camera calibration is typically the first step in numerous vision and robotics applications that involve 3D sensing. Classic methods enable accurate camera calibration by imaging a specific 3D structure such as a checkerboard. With the rapid growth of monocular 3D vision, there is an increasing focus on 3D sensing for in-the-wild...
Published: 1/12/2026   |   Inventor(s): Shengjie Zhu, Abhinav Kumar, Xiaoming Liu
Keywords(s):   Category(s): Control Systems, Computer Software, Data Processing/Analysis

Software for Drug-Protein Interaction with Machine Learning

Executive Summary Developing drugs for therapeutic applications is a time consuming and costly process. Selecting potential drug candidates and understanding the potential interactions in the body is a bewildering process due to the number of potential combinations. Thus, a number of efforts have been undertaking to use high throughput testing and...
Published: 11/4/2025   |   Inventor(s): Daniel Woldring, Mehrsa Mardikoraem, Joelle Eaves, Theodore Belecciu
Keywords(s):   Category(s): Medical, Computer Software, Pharmaceutical

SECURE BIOMETRIC RECOGNITION USING EFFICIENT NEURAL NETWORKS

Value proposition Face Recognition (FR) has become integral to identity management in many practical applications, from unlocking personal devices to facilitating law enforcement and accessing financial services. These systems process sensitive biometric data that, if compromised, can lead to privacy invasions, identity theft, and unauthorized surveillance....
Published: 3/31/2026   |   Inventor(s): Vishnu Boddeti, Wei Ao
Keywords(s):   Category(s): Computer Software, Informatics, Data Processing/Analysis

SECURE RETRIEVAL-BASED LANGUAGE GENERATION

Value proposition Security in large language models (LLMs) is crucial due to the potential for data breaches, malicious attacks, and the generation of harmful or biased content. LLMs are trained on vast datasets containing sensitive information, making them prime targets for attacks. These attacks can lead to data leaks, privacy violations, and reputational...
Published: 3/31/2026   |   Inventor(s): Vishnu Boddeti, Amina Bassit
Keywords(s):   Category(s): Computer Software, Informatics
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