Search Results for author: Ajey Jacob

Found 4 papers, 0 papers with code

IRIS: Integrated Retinal Functionality in Image Sensors

no code implementations14 Aug 2022 Zihan Yin, Md Abdullah-Al Kaiser, Lamine Ousmane Camara, Mark Camarena, Maryam Parsa, Ajey Jacob, Gregory Schwartz, Akhilesh Jaiswal

Neuromorphic image sensors draw inspiration from the biological retina to implement visual computations in electronic hardware.

Decision Making

Toward Efficient Hyperspectral Image Processing inside Camera Pixels

no code implementations11 Mar 2022 Gourav Datta, Zihan Yin, Ajey Jacob, Akhilesh R. Jaiswal, Peter A. Beerel

Hyperspectral cameras generate a large amount of data due to the presence of hundreds of spectral bands as opposed to only three channels (red, green, and blue) in traditional cameras.

P2M: A Processing-in-Pixel-in-Memory Paradigm for Resource-Constrained TinyML Applications

no code implementations7 Mar 2022 Gourav Datta, Souvik Kundu, Zihan Yin, Ravi Teja Lakkireddy, Joe Mathai, Ajey Jacob, Peter A. Beerel, Akhilesh R. Jaiswal

Visual data in such cameras are usually captured in the form of analog voltages by a sensor pixel array, and then converted to the digital domain for subsequent AI processing using analog-to-digital converters (ADC).

Intrinsic Spike Timing Dependent Plasticity in Stochastic Magnetic Tunnel Junctions Mediated by Heat Dynamics

no code implementations28 Aug 2021 Humberto Inzunza Velarde, Jheel Nagaria, Zihan Yin, Ajey Jacob, Akhilesh Jaiswal

Neuromorphic computing aims to mimic the behavior of biological neurons and synapses using solid-state devices and circuits.

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