2 papers
cs.ET2020
Linear Delay-cell Design for Low-energy Delay Multiplication and Accumulation
Aditya Shukla
A practical deep neural network's (DNN) evaluation involves thousands of multiply-and-accumulate (MAC) operations. To extend DNN's superior inference capabilities to energy constra…
cs.ET2018
A case for multiple and parallel RRAMs as synaptic model for training SNNs
Aditya Shukla, Sidharth Prasad, Sandip Lashkare +1
To enable a dense integration of model synapses in a spiking neural networks hardware, various nano-scale devices are being considered. Such a device, besides exhibiting spike-time…