Kwabena Boahen

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 18

Top Topics

Online Convex Optimization

Top Venues

Publications

Louis Le Coeur, Nick Riedman, Saarthak Sarup, Kwabena Boahen
Energy-efficient detection of a spike sequence. ESANN (2023)
Anthony Zador, Blake A. Richards, Bence Ölveczky, Sean Escola, Yoshua Bengio, Kwabena Boahen, Matthew M. Botvinick, Dmitri B. Chklovskii, Anne Churchland, Claudia Clopath, James DiCarlo, Surya Ganguli, Jeff Hawkins, Konrad P. Körding, Alexei A. Koulakov, Yann LeCun, Timothy P. Lillicrap, Adam H. Marblestone, Bruno A. Olshausen, Alexandre Pouget, Cristina Savin, Terrence J. Sejnowski, Eero P. Simoncelli, Sara A. Solla, David Sussillo, Andreas S. Tolias, Doris Tsao
Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution. CoRR (2022)
Jonathan Timcheck, Jonathan Kadmon, Kwabena Boahen, Surya Ganguli
Optimal noise level for coding with tightly balanced networks of spiking neurons in the presence of transmission delays. PLoS Comput. Biol. 18 (10) (2022)
Ben Varkey Benjamin, Nicholas A. Steinmetz, Nick N. Oza, Jose J. Aguayo, Kwabena Boahen
Neurogrid simulates cortical cell-types, active dendrites, and top-down attention. Neuromorph. Comput. Eng. 1 (1) (2021)
Alexander Neckar, Sam Fok, Ben Varkey Benjamin, Terrence C. Stewart, Nick N. Oza, Aaron R. Voelker, Chris Eliasmith, Rajit Manohar, Kwabena Boahen
Braindrop: A Mixed-Signal Neuromorphic Architecture With a Dynamical Systems-Based Programming Model. Proc. IEEE 107 (1) (2019)
Scott Reid, Antonio Montoya, Kwabena Boahen
PinT: Polynomial in Temperature Decode Weights in a Neuromorphic Architecture. DATE (2019)
Alexander Neckar, Terrence C. Stewart, Ben Varkey Benjamin, Kwabena Boahen
Optimizing an Analog Neuron Circuit Design for Nonlinear Function Approximation. ISCAS (2018)
Sam Fok, Kwabena Boahen
A Serial H-Tree Router for Two-Dimensional Arrays. ASYNC (2018)
Alexander Neckar, Terrence C. Stewart, Ben Varkey Benjamin, Kwabena Boahen
Live Demonstration: Optimizing an Analog Neuron Circuit Design for Nonlinear Function Approximation. ISCAS (2018)
Ashok Cutkosky, Kwabena Boahen
Stochastic and Adversarial Online Learning without Hyperparameters. NIPS (2017)
Ashok Cutkosky, Kwabena Boahen
Online Learning Without Prior Information. COLT (2017)
Kwabena Boahen
A Neuromorph's Prospectus. Comput. Sci. Eng. 19 (2) (2017)
Aaron R. Voelker, Ben Varkey Benjamin, Terrence C. Stewart, Kwabena Boahen, Chris Eliasmith
Extending the neural engineering framework for nonideal silicon synapses. ISCAS (2017)
Eric Kauderer-Abrams, Kwabena Boahen
Calibrating silicon-synapse dynamics using Time-Encoding and Decoding Machines. ISCAS (2017)
Eric Kauderer-Abrams, Andrew Gilbert, Aaron Voelker, Ben Varkey Benjamin, Terrence C. Stewart, Kwabena Boahen
A population-level approach to temperature robustness in neuromorphic systems. ISCAS (2017)
Ashok Cutkosky, Kwabena Boahen
Online Learning Without Prior Information. CoRR (2017)
Ashok Cutkosky, Kwabena Boahen
Online Convex Optimization with Unconstrained Domains and Losses. CoRR (2017)
Ashok Cutkosky, Kwabena Boahen
Online Convex Optimization with Unconstrained Domains and Losses. NIPS (2016)
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)
Mark D. McDonnell, Kwabena Boahen, Auke Jan Ijspeert, Terrence J. Sejnowski
Engineering intelligent electronic systems based on computational neuroscience [scanning the issue]. Proc. IEEE 102 (5) (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)
Samir Menon, Sam Fok, Alexander Neckar, Oussama Khatib, Kwabena Boahen
Controlling articulated robots in task-space with spiking silicon neurons. BioRob (2014)
Rodrigo Alvarez-Icaza, Kwabena Boahen
Inferior olive mirrors joint dynamics to implement an inverse controller. Biol. Cybern. 106 (8-9) (2012)
Peiran Gao, Ben Varkey Benjamin, Kwabena Boahen
Dynamical System Guided Mapping of Quantitative Neuronal Models Onto Neuromorphic Hardware. IEEE Trans. Circuits Syst. I Regul. Pap. (10) (2012)
Ben Varkey Benjamin, John V. Arthur, Peiran Gao, Paul Merolla, Kwabena Boahen
A superposable silicon synapse with programmable reversal potential. EMBC (2012)
Swadesh Choudhary, Steven Sloan, Sam Fok, Alexander Neckar, Eric Trautmann, Peiran Gao, Terry C. Stewart, Chris Eliasmith, Kwabena Boahen
Silicon Neurons That Compute. ICANN (1) (2012)
Rodrigo Alvarez-Icaza, Kwabena Boahen
Deep cerebellar neurons mirror the spinal cord's gain to implement an inverse controller. Biol. Cybern. 105 (1) (2011)
Julie Dethier, Paul Nuyujukian, Chris Eliasmith, Terrence C. Stewart, Shauki A. Elasaad, Krishna V. Shenoy, Kwabena Boahen
A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm. NIPS (2011)
Anand Chandrasekaran, Kwabena Boahen
A 1-change-in-4 delay-insensitive interchip link. ISCAS (2010)
Bo Wen, Kwabena Boahen
A Silicon Cochlea With Active Coupling. IEEE Trans. Biomed. Circuits Syst. 3 (6) (2009)
Joseph Lin, Kwabena Boahen
A Delay-Insensitive Address-Event Link. ASYNC (2009)
Kai M. Hynna, Kwabena Boahen
Silicon neurons that burst when primed. ISCAS (2007)
Devarajan Sridharan, Brian Percival, John V. Arthur, Kwabena Boahen
An in-silico Neural Model of Dynamic Routing through Neuronal Coherence. NIPS (2007)
John V. Arthur, Kwabena Boahen
Silicon Neurons that Inhibit to Synchronize. ISCAS (2007)
Kai M. Hynna, Kwabena Boahen
Thermodynamically Equivalent Silicon Models of Voltage-Dependent Ion Channels. Neural Comput. 19 (2) (2007)
Bo Wen, Kwabena Boahen
A 360-Channel Speech Preprocessor that Emulates the Cochlear Amplifier. ISSCC (2006)
J. H. Wittig Jr., Kwabena Boahen
Silicon neurons that phase-lock. ISCAS (2006)
John V. Arthur, Kwabena Boahen
Silicon neurons that inhibit to synchronize. ISCAS (2006)
Kai M. Hynna, Kwabena Boahen
Neuronal ion-channel dynamics in silicon. ISCAS (2006)
Paul Merolla, Kwabena Boahen
Dynamic computation in a recurrent network of heterogeneous silicon neurons. ISCAS (2006)
John V. Arthur, Kwabena Boahen
Learning in Silicon: Timing is Everything. NIPS (2005)
Brian Taba, Kwabena Boahen
Balancing Guidance Range and Strength Optimizes Self-organization by Silicon Growth Cones. ICANN (2) (2005)
Bo Wen, Kwabena Boahen
Active Bidirectional Coupling in a Cochlear Chip. NIPS (2005)
Brian Taba, Kwabena Boahen
Silicon growth cones map silicon retina. NIPS (2005)
Kareem A. Zaghloul, Kwabena Boahen
Optic nerve signals in a neuromorphic chip I: Outer and inner retina models. IEEE Trans. Biomed. Eng. 51 (4) (2004)
Kareem A. Zaghloul, Kwabena Boahen
Optic nerve signals in a neuromorphic chip II: testing and results. IEEE Trans. Biomed. Eng. 51 (4) (2004)
Paul Merolla, Kwabena Boahen
A Recurrent Model of Orientation Maps with Simple and Complex Cells. NIPS (2003)
Thomas Y. W. Choi, Bertram Emil Shi, Kwabena Boahen
An orientation selective 2D AER transceiver. ISCAS (4) (2003)
Brian Taba, Kwabena Boahen
Topographic Map Formation by Silicon Growth Cones. NIPS (2002)
Eugenio Culurciello, Ralph Etienne-Cummings, Kwabena Boahen
High dynamic range, arbitrated address event representation digital imager. ISCAS (3) (2001)
Kai M. Hynna, Kwabena Boahen
Space-rate coding in an adaptive silicon neuron. Neural Networks 14 (6-7) (2001)
Kwabena Boahen
A Throughput-On-Demand Address-Event Transmitter for Neuromorphic Chips. ARVLSI (1999)
Shih-Chii Liu, Kwabena Boahen
Adaptive Retina with Center-Surround Receptive Field. NIPS (1995)