324 citations · 566 across the 10 of their papers we have counts for
3 papers · 1 filter
X-SRAM: Enabling In-Memory Boolean Computations in CMOS Static Random Access Memories
Amogh Agrawal, Akhilesh Jaiswal, Chankyu Lee +1
Silicon-based Static Random Access Memories (SRAM) and digital Boolean logic have been the workhorse of the state-of-art computing platforms. Despite tremendous strides in scaling…
SPARE: Spiking Networks Acceleration Using CMOS ROM-Embedded RAM as an In-Memory-Computation Primitive
Amogh Agrawal, Aayush Ankit, Kaushik Roy
Despite huge success of artificial intelligence, hardware systems running these algorithms consume orders of magnitude higher energy compared to the human brain, mainly due to heav…
Voltage-Driven Domain-Wall Motion based Neuro-Synaptic Devices for Dynamic On-line Learning
Akhilesh Jaiswal, Amogh Agrawal, Priyadarshini Panda +1
Conventional von-Neumann computing models have achieved remarkable feats for the past few decades. However, they fail to deliver the required efficiency for certain basic tasks lik…