3 papers
eess.SP2026
COBALT: Column-swapping Optimized Bit-serial Accelerator for LSTM Tasks
Mohd Tasleem Khan
Long Short-Term Memory (LSTM) networks continue to be widely deployed for real-time sequential tasks on edge devices, yet their computational demands challenge deployment on resour…
eess.SY2024
Application of Distributed Arithmetic to Adaptive Filtering Algorithms: Trends, Challenges and Future
Mohd. Tasleem Khan
The utilization of distributed arithmetic (DA) in AF algorithms has gained significant attention in recent years due to its potential to enhance computational efficiency and reduce…
eess.SP2023
Stochastic Analysis of LMS Algorithm with Delayed Block Coefficient Adaptation
Mohd. Tasleem Khan, Oscar Gustafsson
In high sample-rate applications of the least-mean-square (LMS) adaptive filtering algorithm, pipelining or/and block processing is required. As opposed to earlier work, pipelining…