H3DFact: Heterogeneous 3D Integrated CIM for Factorization with Holographic Perceptual Representations

no code implementations • 5 Apr 2024 • Zishen Wan, Che-Kai Liu, Mohamed Ibrahim, Hanchen Yang, Samuel Spetalnick, Tushar Krishna, Arijit Raychowdhury

Disentangling attributes of various sensory signals is central to human-like perception and reasoning and a critical task for higher-order cognitive and neuro-symbolic AI systems.

Counting Cards: Exploiting Variance and Data Distributions for Robust Compute In-Memory

no code implementations • 4 Jun 2020 • Brian Crafton, Samuel Spetalnick, Arijit Raychowdhury

Compute in-memory (CIM) is a promising technique that minimizes data transport, the primary performance bottleneck and energy cost of most data intensive applications.