Richards, Blake

12 publications

NeurIPS 2024 Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution Yizi Zhang, Yanchen Wang, Donato M. Jiménez-Benetó, Zixuan Wang, Mehdi Azabou, Blake Richards, Renee Tung, Olivier Winter, The International Brain Laboratory, Eva Dyer, Liam Paninski, Cole Hurwitz

NeurIPS 2023 A Unified, Scalable Framework for Neural Population Decoding Mehdi Azabou, Vinam Arora, Venkataramana Ganesh, Ximeng Mao, Santosh Nachimuthu, Michael Mendelson, Blake Richards, Matthew Perich, Guillaume Lajoie, Eva Dyer

NeurIPS 2023 Contrastive Retrospection: Honing in on Critical Steps for Rapid Learning and Generalization in RL Chen Sun, Wannan Yang, Thomas Jiralerspong, Dane Malenfant, Benjamin Alsbury-Nealy, Yoshua Bengio, Blake Richards

NeurIPS 2023 Formalizing Locality for Normative Synaptic Plasticity Models Colin Bredenberg, Ezekiel Williams, Cristina Savin, Blake Richards, Guillaume Lajoie

NeurIPS 2023 Learning Better with Dale’s Law: A Spectral Perspective Pingsheng Li, Jonathan Cornford, Arna Ghosh, Blake Richards

NeurIPS 2022 $\alpha$-ReQ : Assessing Representation Quality in Self-Supervised Learning by Measuring Eigenspectrum Decay Kumar K Agrawal, Arnab Kumar Mondal, Arna Ghosh, Blake Richards

NeurIPS 2022 Beyond Accuracy: Generalization Properties of Bio-Plausible Temporal Credit Assignment Rules Yuhan Helena Liu, Arna Ghosh, Blake Richards, Eric Shea-Brown, Guillaume Lajoie

ICML 2022 Towards Scaling Difference Target Propagation by Learning Backprop Targets Maxence M Ernoult, Fabrice Normandin, Abhinav Moudgil, Sean Spinney, Eugene Belilovsky, Irina Rish, Blake Richards, Yoshua Bengio

NeurIPS 2021 Adversarial Feature Desensitization Pouya Bashivan, Reza Bayat, Adam Ibrahim, Kartik Ahuja, Mojtaba Faramarzi, Touraj Laleh, Blake Richards, Irina Rish

NeurIPS 2021 The Functional Specialization of Visual Cortex Emerges from Training Parallel Pathways with Self-Supervised Predictive Learning Shahab Bakhtiari, Patrick Mineault, Timothy Lillicrap, Christopher Pack, Blake Richards

NeurIPS 2021 Your Head Is There to Move You Around: Goal-Driven Models of the Primate Dorsal Pathway Patrick Mineault, Shahab Bakhtiari, Blake Richards, Christopher Pack

NeurIPS 2018 Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures Sergey Bartunov, Adam Santoro, Blake Richards, Luke Marris, Geoffrey E. Hinton, Timothy Lillicrap