Search Results - artificial+intelligence+%26+machine+learning

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Smart Memtransistors: Learning to Forget On Demand
NU 2021-179 PRIMARY INVENTOR Jiangtan Yuan Stephanie Elizabeth Liu Vinod Kumar Sangwan Amit R. Trivedi Mark C. Hersam* SHORT DESCRIPTION A reconfigurable memtransistor that can dynamically adapt to new learning tasks BACKGROUND Recent AI advances have been possible due to GPU enabled parallel computing. However, this high computing capacity is not...
Published: 7/3/2024   |   Inventor(s):  
Keywords(s): Artificial Intelligence & Machine Learning, Computer hardware, Data processing/analysis, Data storage, Electronics & Circuits, Nanotechnology, Platform technology, Quantum computing, Semiconductors & Integrated Circuits
Category(s): Physical Sciences > Materials and Industrial Processes, Physical Sciences > Engineering & Technology
Smaller, More Efficient RAM Cell for Computing-In-Memory
NU 2020-229 INVENTORS Jie Gu* Zhengyu Chen SHORT DESCRIPTION New hardware (RAM cell) developed to support machine learning and integration in wearable devices, high performance datacenters or PCs. BACKGROUND Machine learning is a data intensive task. Rather than store information on disk drives or SSDs, better performance in terms of lower latency...
Published: 7/3/2024   |   Inventor(s):  
Keywords(s): Artificial Intelligence & Machine Learning, Computer hardware, Electronics & Circuits
Category(s): Physical Sciences > Software & Services
Smaller, More Efficient RAM Cell for Computing-In-Memory
NU 2020-229 INVENTORS Jie Gu* Zhengyu Chen SHORT DESCRIPTION New hardware (RAM cell) developed to support machine learning and integration in wearable devices, high performance datacenters or PCs. BACKGROUND Machine learning is a data intensive task. Rather than store information on disk drives or SSDs, better performance in terms of lower latency...
Published: 7/3/2024   |   Inventor(s):  
Keywords(s): Artificial Intelligence & Machine Learning, Computer hardware, Electronics & Circuits, Electronics & Circuits
Category(s): Physical Sciences > Software & Services
A Low Power Generative Adversarial Network Accelerator and Mixed-signal Time-domain MAC Array
NU 2020-104 INVENTORS Jie Gu* Zhengyu Chen ABSTRACT Generative Adversarial Network (GAN) is rendered as one of the most interesting and challenging applications in deep learning space. Despite its broad real-time applications in gaming, authentication, VR, there is a lack of dedicated low power GAN accelerator due to the tremendous challenges on...
Published: 7/3/2024   |   Inventor(s):  
Keywords(s): Artificial Intelligence & Machine Learning, Computer software, Data processing/analysis, Electronics & Circuits
Category(s): Physical Sciences > Engineering & Technology
Infrared Tele-Video-Oculography for Remote Evaluation of Eye Movements
NU 2020-085 INVENTORS Marcello Cherchi* ABSTRACT Observation of eye movements is essential in the diagnosis, monitoring and management of a broad range of vestibular disorders, that is diseases affecting balance. Ideally, this examination should be conducted so that the patient’s eye movements can be examined under specific circumstances: (1)...
Published: 7/3/2024   |   Inventor(s):  
Keywords(s): Artificial Intelligence & Machine Learning, Bioinformatics, Computer software, COVID-19, Data processing/analysis, Devices, Neurologic disease, Ophthalmic disease, Remote Monitoring, Virtual Reality/Augmented Reality
Category(s): Life Sciences > Healthcare Devices, Tools & IT
Compute-Adaptive Clock Management for Processing Element (PE) or Multiplier-Accumulator (MAC) Array Based ASIC Accelerators
NU 2020-009 INVENTORS Jie Gu* Tianyu Jia ABSTRACT Currently, a huge development is carried on in industry to include machine learning accelerators into modern microprocessor, e.g. application processor of smartphone to improve computing efficiency of modern computing intensive tasks. For example, the algorithm for deep neural network is implemented...
Published: 7/3/2024   |   Inventor(s):  
Keywords(s): Artificial Intelligence & Machine Learning, Electronics & Circuits, Engineering
Category(s): Physical Sciences > Engineering & Technology
Binary Neural Network Based CPU for Both General Purpose Computing and Machine Learning Acceleration
NU 2020-008 INVENTORS Jie Gu* Tianyu Jia ABSTRACT Currently, a huge development is carried on in industry to include machine learning accelerators into modern microprocessor, e.g. application processor of smartphone to improve computing efficiency of modern computing intensive tasks. For example, the algorithm for deep neural network is implemented...
Published: 7/3/2024   |   Inventor(s):  
Keywords(s): Artificial Intelligence & Machine Learning, Devices, Electronics & Circuits, Engineering
Category(s): Physical Sciences > Engineering & Technology
Knowledge Distillation and Scientific Paper Production using Artificial Intelligence
NU 2020-227 INVENTORS Dashun Wang* Nima Dehmamy Lu Liu Woo Seong Jo ABSTRACT Given the vast amount of research articles in different areas of science and humanities, efficient retrieval and condensing of relevant information is crucial for our ability to utilize humanities knowledge. While search engines and data mining allow us to find candidate...
Published: 7/3/2024   |   Inventor(s):  
Keywords(s): Application, Artificial Intelligence & Machine Learning, Computer software, Data mining, Display, Education, Research tool
Category(s): Physical Sciences > Software & Services
Low Bandwidth System for Adaptive Video Acquisition and Object Tracking
NU 2020-022 INVENTORS Srutarshi Banerjee Henry Chopp Juan Gabriel Serra Pérez Zihao Wang Olliver Cossairt Aggelos Katsaggelos* SHORT DESCRIPTION Method for high-resolution imaging in bandwidth constrained-applications BACKGROUND In a world which is increasingly being dominated by cloud-based computer architectures, internet bandwidth capabilities...
Published: 7/3/2024   |   Inventor(s):  
Keywords(s): Application, Artificial Intelligence & Machine Learning, Computer software, Display, Imaging, Optics
Category(s): Physical Sciences > Engineering & Technology
Deep Learning Structural Analysis Of Cerebral Cortex Predicts Features From MRI Data
NU 2020-152 INVENTORS Pierre Alain Besson S. Kathleen Bandt* SHORT DESCRIPTION Graph convolutional neural networks (gCNNs) successfully predict patient age and sex from T1-weighted brain surface MRI data. BACKGROUND As clinical image-based data sets grow in resolution and size, the promise of machine learning greatly expedites image classification...
Published: 7/3/2024   |   Inventor(s):  
Keywords(s): Artificial Intelligence & Machine Learning, Computer software, Data processing/analysis, Image/Signal processing, Neurologic disease
Category(s): Life Sciences > Healthcare Devices, Tools & IT