5 citations · 7 across the 8 of their papers we have counts for
4 papers · 1 filter
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…
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…
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…
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…