Wilfred Gomes

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 15

Top Topics

Monte Carlo Methods

Function Approximators

Bayesian Learning

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Nastaran Darabi, Maeesha Binte Hashem, Hongyi Pan, Ahmet Enis Çetin, Wilfred Gomes, Amit Ranjan Trivedi
ADC/DAC-Free Analog Acceleration of Deep Neural Networks With Frequency Transformation. IEEE Trans. Very Large Scale Integr. Syst. 32 (6) (2024)
Nastaran Darabi, Maeesha Binte Hashem, Hongyi Pan, Ahmet Cetin, Wilfred Gomes, Amit Ranjan Trivedi
ADC/DAC-Free Analog Acceleration of Deep Neural Networks with Frequency Transformation. CoRR (2023)
Priyesh Shukla, Shamma Nasrin, Nastaran Darabi, Wilfred Gomes, Amit Ranjan Trivedi
MC-CIM: Compute-in-Memory With Monte-Carlo Dropouts for Bayesian Edge Intelligence. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (2) (2023)
Shamma Nasrin, Maeesha Binte Hashem, Nastaran Darabi, Benjamin Parpillon, Farah Fahim, Wilfred Gomes, Amit Ranjan Trivedi
Memory-Immersed Collaborative Digitization for Area-Efficient Compute-in-Memory Deep Learning. CoRR (2023)
Shamma Nasrin, Maeesha Binte Hashem, Nastaran Darabi, Benjamin Parpillon, Farah Fahim, Wilfred Gomes, Amit Ranjan Trivedi
Memory-Immersed Collaborative Digitization for Area-Efficient Compute-in-Memory Deep Learning. AICAS (2023)
Wilfred Gomes, Slade Morgan, Boyd Phelps, Tim Wilson, Erik Hallnor
Meteor Lake and Arrow Lake Intel Next-Gen 3D Client Architecture Platform with Foveros. HCS (2022)
Wilfred Gomes, Altug Koker, Patrick N. Stover, Doug B. Ingerly, Scott Siers, Srikrishnan Venkataraman, Chris Pelto, Tejas Shah, Amreesh Rao, Frank O'Mahony, Eric Karl, Lance Cheney, Iqbal Rajwani, Hemant Jain, Ryan Cortez, Arun Chandrasekhar, Basavaraj Kanthi, Raja Koduri
Ponte Vecchio: A Multi-Tile 3D Stacked Processor for Exascale Computing. ISSCC (2022)
Shamma Nasrin, Ahish Shylendra, Nastaran Darabi, Theja Tulabandhula, Wilfred Gomes, Ankush Chakrabarty, Amit Ranjan Trivedi
ENOS: Energy-Aware Network Operator Search in Deep Neural Networks. IEEE Access 10 (2022)
Shamma Nasrin, Ahish Shylendra, Yuti Kadakia, Nick Iliev, Wilfred Gomes, Theja Tulabandhula, Amit Ranjan Trivedi
ENOS: Energy-Aware Network Operator Search for Hybrid Digital and Compute-in-Memory DNN Accelerators. CoRR (2021)
Priyesh Shukla, Shamma Nasrin, Nastaran Darabi, Wilfred Gomes, Amit Ranjan Trivedi
MC-CIM: Compute-in-Memory with Monte-Carlo Dropouts for Bayesian Edge Intelligence. CoRR (2021)
Shamma Nasrin, Diaa Badawi, Ahmet Enis Çetin, Wilfred Gomes, Amit Ranjan Trivedi
MF-Net: Compute-In-Memory SRAM for Multibit Precision Inference Using Memory-Immersed Data Conversion and Multiplication-Free Operators. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (5) (2021)
Shamma Nasrin, Diaa Badawi, Ahmet Enis Çetin, Wilfred Gomes, Amit Ranjan Trivedi
MF-Net: Compute-In-Memory SRAM for Multibit Precision Inference using Memory-immersed Data Conversion and Multiplication-free Operators. CoRR (2021)
Wilfred Gomes, Sanjeev Khushu, Doug B. Ingerly, Patrick N. Stover, Nasirul I. Chowdhury, Frank O'Mahony, Ajay Balankutty, Noam Dolev, Martin G. Dixon, Lei Jiang, Surya Prekke, Biswajit Patra, Pavel V. Rott, Rajesh Kumar
, 1mm Package-on-Package. ISSCC (2020)
Sanjeev Khushu, Wilfred Gomes
Lakefield: Hybrid cores in 3D Package. Hot Chips Symposium (2019)
Shamma Nasrin, Diaa Badawi, Ahmet Enis Çetin, Wilfred Gomes, Amit Ranjan Trivedi
Towards Co-designing Neural Network Function Approximators with In-SRAM Computing. EMC2@NeurIPS (2019)
Nasser A. Kurd, Muntaquim Chowdhury, Edward Burton, Thomas P. Thomas, Christopher Mozak, Brent Boswell, Manoj Lal, Anant Deval, Jonathan Douglas, Ali M. El-Husseini, Ankireddy Nalamalpu, Timothy M. Wilson, Matthew Merten, Srinivas Chennupaty, Wilfred Gomes, Rajesh Kumar
5.9 Haswell: A family of IA 22nm processors. ISSCC (2014)