1 citations · 2 across the 7 of their papers we have counts for
7 papers
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…
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…
Should We Even Optimize for Execution Energy? Rethinking Mapping for MAGIC Design Style
Simranjeet Singh, Chandan Kumar Jha, Ankit Bende +5
Memristor-based logic-in-memory (LiM) has become popular as a means to overcome the von Neumann bottleneck in traditional data-intensive computing. Recently, the memristor-aided lo…
Finite State Automata Design using 1T1R ReRAM Crossbar
Simranjeet Singh, Omar Ghazal, Chandan Kumar Jha +6
Data movement costs constitute a significant bottleneck in modern machine learning (ML) systems. When combined with the computational complexity of algorithms, such as neural netwo…
A Fresh Perspective on DNN Accelerators by Performing Holistic Analysis Across Paradigms
Tom Glint, Chandan Kumar Jha, Manu Awasthi +1
Traditional computers with von Neumann architecture are unable to meet the latency and scalability challenges of Deep Neural Network (DNN) workloads. Various DNN accelerators based…
Zero Aware Configurable Data Encoding by Skipping Transfer for Error Resilient Applications
Chandan Kumar Jha, Shreyas Singh, Riddhi Thakker +2
In this paper, we propose Zero Aware Configurable Data Encoding by Skipping Transfer (ZAC-DEST), a data encoding scheme to reduce the energy consumption of DRAM channels, specifica…