Paul Merolla

Publication Activity (10 Years)

Years Active: 2003-2021
Publications (10 Years): 12

Top Topics

Visual Saliency

Emotion Recognition

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Do-Yeon Yoon, Sonal Pinto, SungWon Chung, Paul Merolla, Thong-Wei Koh, Dongjin Seo
A 1024-Channel Simultaneous Recording Neural SoC with Stimulation and Real-Time Spike Detection. VLSI Circuits (2021)
Peter U. Diehl, Bruno U. Pedroni, Andrew Cassidy, Paul Merolla, Emre Neftci, Guido Zarrella
TrueHappiness: Neuromorphic Emotion Recognition on TrueNorth. CoRR (2016)
Peter U. Diehl, Bruno U. Pedroni, Andrew Cassidy, Paul Merolla, Emre Neftci, Guido Zarrella
TrueHappiness: Neuromorphic emotion recognition on TrueNorth. IJCNN (2016)
Andreas G. Andreou, Andrew A. Dykman, Kate D. Fischl, Guillaume Garreau, Daniel R. Mendat, Garrick Orchard, Andrew S. Cassidy, Paul Merolla, John V. Arthur, Rodrigo Alvarez-Icaza, Bryan L. Jackson, Dharmendra S. Modha
Real-time sensory information processing using the TrueNorth Neurosynaptic System. ISCAS (2016)
Rathinakumar Appuswamy, Tapan K. Nayak, John V. Arthur, Steven K. Esser, Paul Merolla, Jeffrey L. McKinstry, Timothy Melano, Myron Flickner, Dharmendra S. Modha
Structured Convolution Matrices for Energy-efficient Deep learning. CoRR (2016)
Paul Merolla, Rathinakumar Appuswamy, John V. Arthur, Steven K. Esser, Dharmendra S. Modha
Deep neural networks are robust to weight binarization and other non-linear distortions. CoRR (2016)
Srinjoy Das, Bruno Umbria Pedroni, Paul Merolla, John V. Arthur, Andrew S. Cassidy, Bryan L. Jackson, Dharmendra S. Modha, Gert Cauwenberghs, Kenneth Kreutz-Delgado
Gibbs sampling with low-power spiking digital neurons. ISCAS (2015)
Srinjoy Das, Bruno U. Pedroni, Paul Merolla, John V. Arthur, Andrew S. Cassidy, Bryan L. Jackson, Dharmendra S. Modha, Gert Cauwenberghs, Kenneth Kreutz-Delgado
Gibbs Sampling with Low-Power Spiking Digital Neurons. CoRR (2015)
Filipp Akopyan, Jun Sawada, Andrew Cassidy, Rodrigo Alvarez-Icaza, John V. Arthur, Paul Merolla, Nabil Imam, Yutaka Y. Nakamura, Pallab Datta, Gi-Joon Nam, Brian Taba, Michael P. Beakes, Bernard Brezzo, Jente B. Kuang, Rajit Manohar, William P. Risk, Bryan L. Jackson, Dharmendra S. Modha
TrueNorth: Design and Tool Flow of a 65 mW 1 Million Neuron Programmable Neurosynaptic Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 34 (10) (2015)
Bruno U. Pedroni, Srinjoy Das, John V. Arthur, Paul Merolla, Bryan L. Jackson, Dharmendra S. Modha, Kenneth Kreutz-Delgado, Gert Cauwenberghs
Mapping Generative Models onto Networks of Digital Spiking Neurons. CoRR (2015)
Steven K. Esser, Rathinakumar Appuswamy, Paul Merolla, John V. Arthur, Dharmendra S. Modha
Backpropagation for Energy-Efficient Neuromorphic Computing. NIPS (2015)
Alexander Andreopoulos, Brian Taba, Andrew S. Cassidy, Rodrigo Alvarez-Icaza, Myron Flickner, William P. Risk, Arnon Amir, Paul Merolla, John V. Arthur, David J. Berg, Jeffrey A. Kusnitz, Pallab Datta, Steven K. Esser, Rathinakumar Appuswamy, Davis Barch, Dharmendra S. Modha
Visual saliency on networks of neurosynaptic cores. IBM J. Res. Dev. 59 (2/3) (2015)
Paul Merolla, John V. Arthur, Rodrigo Alvarez-Icaza, Jean-Marie Bussat, Kwabena Boahen
A Multicast Tree Router for Multichip Neuromorphic Systems. IEEE Trans. Circuits Syst. I Regul. Pap. (3) (2014)
Andrew S. Cassidy, Rodrigo Alvarez-Icaza, Filipp Akopyan, Jun Sawada, John V. Arthur, Paul Merolla, Pallab Datta, Marc González Tallada, Brian Taba, Alexander Andreopoulos, Arnon Amir, Steven K. Esser, Jeff Kusnitz, Rathinakumar Appuswamy, Chuck Haymes, Bernard Brezzo, Roger Moussalli, Ralph Bellofatto, Christian W. Baks, Michael Mastro, Kai Schleupen, Charles E. Cox, Ken Inoue, Steven E. Millman, Nabil Imam, Emmett McQuinn, Yutaka Y. Nakamura, Ivan Vo, Chen Guok, Don Nguyen, Scott Lekuch, Sameh W. Asaad, Daniel J. Friedman, Bryan L. Jackson, Myron Flickner, William P. Risk, Rajit Manohar, Dharmendra S. Modha
Real-Time Scalable Cortical Computing at 46 Giga-Synaptic OPS/Watt with ~100× Speedup in Time-to-Solution and ~100, 000× Reduction in Energy-to-Solution. SC (2014)
Ben Varkey Benjamin, Peiran Gao, Emmett McQuinn, Swadesh Choudhary, Anand Chandrasekaran, Jean-Marie Bussat, Rodrigo Alvarez-Icaza, John V. Arthur, Paul Merolla, Kwabena Boahen
Neurogrid: A Mixed-Analog-Digital Multichip System for Large-Scale Neural Simulations. Proc. IEEE 102 (5) (2014)
Steven K. Esser, Alexander Andreopoulos, Rathinakumar Appuswamy, Pallab Datta, Davis Barch, Arnon Amir, John V. Arthur, Andrew Cassidy, Myron Flickner, Paul Merolla, Shyamal Chandra, Nicola Basilico, Stefano Carpin, Tom Zimmerman, Frank Zee, Rodrigo Alvarez-Icaza, Jeffrey A. Kusnitz, Theodore M. Wong, William P. Risk, Emmett McQuinn, Tapan K. Nayak, Raghavendra Singh, Dharmendra S. Modha
Cognitive computing systems: Algorithms and applications for networks of neurosynaptic cores. IJCNN (2013)
Andrew S. Cassidy, Paul Merolla, John V. Arthur, Steven K. Esser, Bryan L. Jackson, Rodrigo Alvarez-Icaza, Pallab Datta, Jun Sawada, Theodore M. Wong, Vitaly Feldman, Arnon Amir, Daniel Ben Dayan Rubin, Filipp Akopyan, Emmett McQuinn, William P. Risk, Dharmendra S. Modha
Cognitive computing building block: A versatile and efficient digital neuron model for neurosynaptic cores. IJCNN (2013)
Nabil Imam, Filipp Akopyan, John V. Arthur, Paul Merolla, Rajit Manohar, Dharmendra S. Modha
A Digital Neurosynaptic Core Using Event-Driven QDI Circuits. ASYNC (2012)
John V. Arthur, Paul Merolla, Filipp Akopyan, Rodrigo Alvarez-Icaza, Andrew Cassidy, Shyamal Chandra, Steven K. Esser, Nabil Imam, William P. Risk, Daniel Ben Dayan Rubin, Rajit Manohar, Dharmendra S. Modha
Building block of a programmable neuromorphic substrate: A digital neurosynaptic core. IJCNN (2012)
Ben Varkey Benjamin, John V. Arthur, Peiran Gao, Paul Merolla, Kwabena Boahen
A superposable silicon synapse with programmable reversal potential. EMBC (2012)
Paul Merolla, John V. Arthur, Filipp Akopyan, Nabil Imam, Rajit Manohar, Dharmendra S. Modha
A digital neurosynaptic core using embedded crossbar memory with 45pJ per spike in 45nm. CICC (2011)
Paul Merolla, Tristan Ursell, John V. Arthur
The thermodynamic temperature of a rhythmic spiking network CoRR (2010)
Paul Merolla, John V. Arthur, Bertram E. Shi, Kwabena A. Boahen
Expandable Networks for Neuromorphic Chips. IEEE Trans. Circuits Syst. I Regul. Pap. (2) (2007)
Paul Merolla, John V. Arthur, Bertram E. Shi, Kwabena A. Boahen
Corrections to "Expandable Networks for Neuromorphic Chips". IEEE Trans. Circuits Syst. I Regul. Pap. (4) (2007)
Paul Merolla, Kwabena Boahen
Dynamic computation in a recurrent network of heterogeneous silicon neurons. ISCAS (2006)
Thomas Y. W. Choi, Paul Merolla, John V. Arthur, Kwabena A. Boahen, Bertram E. Shi
Neuromorphic implementation of orientation hypercolumns. IEEE Trans. Circuits Syst. I Regul. Pap. (6) (2005)
Paul Merolla, Kwabena Boahen
A Recurrent Model of Orientation Maps with Simple and Complex Cells. NIPS (2003)