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12/04/2021
On the Implementation of Fixed-point Exponential Function for Machine Learning and Signal Processing Accelerators
The natural exponential function is widely used in modeling many enginee...
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11/02/2020
On the Impact of Partial Sums on Interconnect Bandwidth and Memory Accesses in a DNN Accelerator
Dedicated accelerators are being designed to address the huge resource r...
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07/27/2020
A Novel Method for Scalable VLSI Implementation of Hyperbolic Tangent Function
Hyperbolic tangent and Sigmoid functions are used as non-linear activati...
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07/13/2020
Comparative Analysis of Polynomial and Rational Approximations of Hyperbolic Tangent Function for VLSI Implementation
Deep neural networks yield the state-of-the-art results in many computer...
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07/13/2020