82 citations · 193 across the 24 of their papers we have counts for
24 papers
MANAR: Memory-augmented Attention with Navigational Abstract Conceptual Representation
Zuher Jahshan, Ben Ben Ishay, Leonid Yavits
MANAR (Memory-augmented Attention with Navigational Abstract Conceptual Representation), contextualization layer generalizes standard multi-head attention (MHA) by instantiating th…
PiC-BNN: A 128-kbit 65 nm Processing-in-CAM-Based End-to-End Binary Neural Network Accelerator
Yuval Harary, Almog Sharoni, Esteban Garzón +3
Binary Neural Networks (BNNs), where weights and activations are constrained to binary values (+1, -1), are a highly efficient alternative to traditional neural networks. Unfortuna…
Processing-in-memory for genomics workloads
William Andrew Simon, Leonid Yavits, Konstantina Koliogeorgi +12
Low-cost, high-throughput DNA and RNA sequencing (HTS) data is the backbone of the life sciences. Genome sequencing is now becoming a part of Predictive, Preventive, Personalized,…
DRAMA: Commodity DRAM based Content Addressable Memory
Leonid Yavits
Fast parallel search capabilities on large datasets provided by content addressable memories (CAM) are required across multiple application domains. However compared to RAM, CAMs f…
ClaPIM: Scalable Sequence CLAssification using Processing-In-Memory
Marcel Khalifa, Barak Hoffer, Orian Leitersdorf +4
DNA sequence classification is a fundamental task in computational biology with vast implications for applications such as disease prevention and drug design. Therefore, fast high-…
CoViT: Real-time phylogenetics for the SARS-CoV-2 pandemic using Vision Transformers
Zuher Jahshan, Can Alkan, Leonid Yavits
Real-time viral genome detection, taxonomic classification and phylogenetic analysis are critical for efficient tracking and control of viral pandemics such as Covid-19. However, t…