1 citations · 3 across the 8 of their papers we have counts for
8 papers
Resistive Memory for Computing and Security: Algorithms, Architectures, and Platforms
Simranjeet Singh, Farhad Merchant, Sachin Patkar
Resistive random-access memory (RRAM) is gaining popularity due to its ability to offer computing within the memory and its non-volatile nature. The unique properties of RRAM, such…
In-Memory Mirroring: Cloning Without Reading
Simranjeet Singh, Ankit Bende, Chandan Kumar Jha +4
In-memory computing (IMC) has gained significant attention recently as it attempts to reduce the impact of memory bottlenecks. Numerous schemes for digital IMC are presented in the…
Python-based DSL for generating Verilog model of Synchronous Digital Circuits
Mandar Datar, Dhruva S. Hegde, Vendra Durga Prasad +8
We have designed a Python-based Domain Specific Language (DSL) for modeling synchronous digital circuits. In this DSL, hardware is modeled as a collection of transactions -- runnin…
Experimental Validation of Memristor-Aided Logic Using 1T1R TaOx RRAM Crossbar Array
Ankit Bende, Simranjeet Singh, Chandan Kumar Jha +10
Memristor-aided logic (MAGIC) design style holds a high promise for realizing digital logic-in-memory functionality. The ability to implement a specific gate in a MAGIC design styl…
MemSPICE: Automated Simulation and Energy Estimation Framework for MAGIC-Based Logic-in-Memory
Simranjeet Singh, Chandan Kumar Jha, Ankit Bende +4
Existing logic-in-memory (LiM) research is limited to generating mappings and micro-operations. In this paper, we present~\emph{MemSPICE}, a novel framework that addresses this gap…
IMBUE: In-Memory Boolean-to-CUrrent Inference ArchitecturE for Tsetlin Machines
Omar Ghazal, Simranjeet Singh, Tousif Rahman +8
In-memory computing for Machine Learning (ML) applications remedies the von Neumann bottlenecks by organizing computation to exploit parallelism and locality. Non-volatile memory d…