22 citations · 43 across the 8 of their papers we have counts for
8 papers
P2M: A Processing-in-Pixel-in-Memory Paradigm for Resource-Constrained TinyML Applications
Gourav Datta, Souvik Kundu, Zihan Yin +5
The demand to process vast amounts of data generated from state-of-the-art high resolution cameras has motivated novel energy-efficient on-device AI solutions. Visual data in such…
Toward Efficient Hyperspectral Image Processing inside Camera Pixels
Gourav Datta, Zihan Yin, Ajey Jacob +2
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 came…
Towards Scalable, Energy-Efficient and Ultra-Fast Optical SRAM
Ramesh Kudalippalliyalil, Sujith Chandran, Ajey P. Jacob +1
Optical static random access memory (O-SRAM) is one of the key components required for achieving the goal of ultra-fast, general-purpose optical computing. We propose and design a…
Augmented Memory Computing: Dynamically Augmented SRAM Storage for Data Intensive Applications
Haripriya Sheshadri, Shwetha Vijayakumar, Ajey Jacob +1
In this paper, we propose a novel memory-centric scheme based on CMOS SRAM for acceleration of data intensive applications. Our proposal aims at dynamically increasing the on-chip…
Intrinsic Spike Timing Dependent Plasticity in Stochastic Magnetic Tunnel Junctions Mediated by Heat Dynamics
Humberto Inzunza Velarde, Jheel Nagaria, Zihan Yin +2
The quest for highly efficient cognitive computing has led to extensive research interest for the field of neuromorphic computing. Neuromorphic computing aims to mimic the behavior…
Spin Wave Scattering in Ferromagnetic Cross
Alexander Kozhanov, Alexander Anferov, Ajey P. Jacob +1
Spin wave scattering in the right angle ferromagnetic cross was measured. Shape anisotropy defined magnetization ground states at zero biasing magnetic fields. Scattering of the sp…