Search Results - arindam+sanyal

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Machine Learning Enhanced Analog-to-Digital Converters
Background Data converters act as gatekeepers between analog and digital formats, translating information between the physical world and computing devices. Analog-to-digital converters (ADCs) specifically convert analog signals to digital numbers, where information can be processed, analyzed, and stored in digital format for human consumption. Many...
Published: 11/7/2024   |   Inventor(s): Arindam Sanyal, Sumukh Bhanushali, Debnath Maiti, Tushar Gupta
Keywords(s):  
Category(s): Physical Science, Artificial Intellegence/Machine Learning, Semiconductor Devices, Wireless & Networking
Delta-Sigma Modulator Enabled Variable-Input Resolution In-Memory Computing SRAM Macro
­An SRAM based IMC with higher linearity than the state of the art using delta-sigma modulators. Background: SRAM based IMC has gained significant attention due to its high energy efficiency and easy integration with CMOS ICs. A fundamental limitation of SRAM based IMC is nonlinearity in the multiply-and-accumulate (MAC) operation. For large...
Published: 5/24/2024   |   Inventor(s): Arindam Sanyal, Jae-sun Seo, Vasundhara Damodaran, Ziyu Liu
Keywords(s): Technologies
Category(s): Campus > University at Buffalo, Technology Classifications > Computers, Technology Classifications > Electronics, Technology Classifications > Energy Conservation
Analog-To-Digital Converter (ADC) Architectures for High Resolution and Energy Efficiency
Analog-to-digital converters (ADCs) act as gatekeepers between physical world (analog) and data analytics (digital). In the IoT era of connected edge devices sensing various physical quantities for analysis in the cloud, ADCs need to have both high resolution (14-16 bits) and high energy efficiency at µW level power. High resolution data conversion...
Published: 6/30/2023   |   Inventor(s): Arindam Sanyal
Keywords(s): PS-Semiconductor Devices
Category(s): Physical Science, Semiconductor Devices