Febin Sunny

Nonlinear Quantization of Weights for Analog Compute Modules to Accelerate Multiplication and Accumulation Operations

Training Deep Learning Models based on Characteristics of Accelerators for Improved Energy Efficiency in Accelerating Computations of the Models

CHANNEL MANAGEMENT

PASSIVE PHOTONIC PHYSICALLY UNCLONABLE FUNCTIONALITY FOR SECURING AN AUTOMOTIVE POWERTRAIN CONTROL AREA NETWORK

NETWORK FOR BEHAVIOR MODELING

INTELLIGENT PHOTONIC DEVICE HEALTH MANAGEMENT

DEFINING A PARKING AREA

VALUE UPDATE USING PROCESS VARIATION

DISTRIBUTION OF VOLTAGE-CONDUCTANCE POINTS FOR ARTIFICIAL NEURAL NETWORKS

Management of Memory Access by Processors through High Bandwidth Interconnects to Memory Sub-Systems

Systolic Memory Access

Management of Memory Access to Reduce Impacts of Direct Memory Access Latency

Control of Memory Access Cycles for Thermal Stability and Performance

Near Memory Pipelined Data Processing

DISPLAYING OUTPUT DATA FROM A DRIVER ATTENTION MODEL ON A DISPLAY

ARTIFICIAL NEURAL NETWORK TRAINING FOR MEAN TIME TO FAILURE PREDICTIONS

ERROR CORRECTION VIA ARTIFICIAL INTELLIGENCE

Energy Efficient Computations of Attention-based Inferences

Deep Learning Computation with Heterogeneous Accelerators

OPERATION DECOMPOSITION USING EDGE DEVICES

CLASSIFYING AN AREA AS HAZARDOUS OR NON-HAZARDOUS BASED ON AN OPERATION OF A SEMICONDUCTOR DEVICE

MACHINE LEARNING MODEL AGGREGATION

ARTIFICIAL NEURAL NETWORK TRAINING USING EDGE DEVICES

Encode Inputs to Reduce Energy Usages in Analog Computation Acceleration