936 citations · 2.4k across the 134 of their papers we have counts for
4 papers · 2 filters
Energy-Reliability Limits in Nanoscale Feedforward Neural Networks and Formulas
Avhishek Chatterjee, Lav R. Varshney
Due to energy-efficiency requirements, computational systems are now being implemented using noisy nanoscale semiconductor devices whose reliability depends on energy consumed. We…
Queuing Approaches to Principal-Agent Communication under Information Overload
Aseem Sharma, Krishna Jagannathan, Lav R. Varshney
In the information overload regime, human communication tasks such as responding to email are well-modeled as priority queues, where priority is determined by a mix of intrinsic mo…
Performance of LDPC Decoders with Missing Connections
Linjia Chang, Avhishek Chatterjee, Lav R. Varshney
Due to process variation in nanoscale manufacturing, there may be permanently missing connections in information processing hardware. Due to timing errors in circuits, there may be…
Capacity of Systems with Queue-Length Dependent Service Quality
Avhishek Chatterjee, Daewon Seo, Lav R. Varshney
We study the information-theoretic limit of reliable information processing by a server with queue-length dependent quality of service. We define the capacity for such a system as…