Syed Asad Alam

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All published works

Action	Title	Year	Authors
+ PDF Chat	Winograd Convolution for Deep Neural Networks: Efficient Point Selection	2022	Syed Asad Alam Andrew Anderson Barbara Barabasz David Gregg
+	On the RTL Implementation of FINN Matrix Vector Compute Unit	2022	Syed Asad Alam David Gregg Giulio Gambardella Thomas B. Preußer Michaela Blott
+	Winograd Convolution for Deep Neural Networks: Efficient Point Selection	2022	Syed Asad Alam A. W. Anderson Barbara Barabasz David Gregg
+ PDF Chat	Low-precision Logarithmic Number Systems	2021	Syed Asad Alam J. W. Garland David Gregg
+	Low precision logarithmic number systems: Beyond base-2	2021	Syed Asad Alam J. W. Garland David Gregg
+	A unified approach to the design and implementation of computation sharing multipliers : Computation sharing multipliers	2016	Syed Asad Alam Oscar Gustafsson

Common Coauthors

Coauthor	Papers Together
David Gregg	5
J. W. Garland	2
Barbara Barabasz	2
Oscar Gustafsson	1
Michaela Blott	1
Giulio Gambardella	1
Thomas B. Preußer	1
A. W. Anderson	1
Andrew Anderson	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	PULP-NN: accelerating quantized neural networks on parallel ultra-low-power RISC-V processors	2019	Angelo Garofalo Manuele Rusci Francesco Conti Davide Rossi Luca Benini	2
+	The Sign/Logarithm Number System	1975	Earl E. Swartzlander Argyrios Alexopoulos	2
+	Convolutional Neural Networks using Logarithmic Data Representation	2016	Daisuke Miyashita Edward H. Lee Boris Murmann	2
+	Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations	2016	Itay Hubara Matthieu Courbariaux Daniel Soudry Ran El‐Yaniv Yoshua Bengio	2
+	Norm estimates for inverses of Vandermonde matrices	1974	Walter Gautschi	1
+ PDF Chat	Going deeper with convolutions	2015	Christian Szegedy Wei Liu Yangqing Jia Pierre Sermanet Scott Reed Dragomir Anguelov Dumitru Erhan Vincent Vanhoucke Andrew Rabinovich	1
+	Theory and applications of the double-base number system	1999	Vassil S. Dimitrov G.A. Jullien William C. Miller	1
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+	SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size	2016	Forrest Iandola Song Han Matthew W. Moskewicz Khalid Ashraf William J. Dally Kurt Keutzer	1
+ PDF Chat	Enabling mixed-precision quantized neural networks in extreme-edge devices	2020	Nazareno Bruschi Angelo Garofalo Francesco Conti Giuseppe Tagliavini Davide Rossi	1
+ PDF Chat	XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks	2016	Mohammad Rastegari Vicente Ordóñez Joseph Redmon Ali Farhadi	1
+	Low-Power Digital Filtering Based on the Logarithmic Number System	2007	Ch. Basetas Ioannis Kouretas Vassilis Paliouras	1
+ PDF Chat	FFT-based deep learning deployment in embedded systems	2018	Sheng Lin Ning Liu Mahdi Nazemi Hongjia Li Caiwen Ding Yanzhi Wang Massoud Pedram	1
+ PDF Chat	DWM: A Decomposable Winograd Method for Convolution Acceleration	2020	Di Huang Xishan Zhang Rui Zhang Tian Zhi Deyuan He Jiaming Guo Chang Liu Qi Guo Zidong Du Shaoli Liu	1
+ PDF Chat	Efficient Winograd or Cook-Toom Convolution Kernel Implementation on Widely Used Mobile CPUs	2019	Partha Maji Andrew Mundy Ganesh Dasika Jesse Beu Matthew Mattina Robert Mullins	1
+ PDF Chat	Error Analysis and Improving the Accuracy of Winograd Convolution for Deep Neural Networks	2020	Barbara Barabasz Andrew Anderson Kirk M. Soodhalter David Gregg	1
+	Automatic derivation and implementation of fast convolution algorithms	2003	Jeremy Johnson Anthony Breitzman	1
+	The ubiquitous Kronecker product	2000	Charles F. Van Loan	1