Tag : Spiking

AI/ML

Temporal Backpropagation for Spiking Neural Networks with One Spike per Neuron.

Newsemia
Related Articles Temporal Backpropagation for Spiking Neural Networks with One Spike per Neuron. Int J Neural Syst. 2020 Jun;30(6):2050027 Authors: Kheradpisheh SR, Masquelier T Abstract...
Biology

Dendritic integration in olfactory bulb granule cells upon simultaneous multispine activation: Low thresholds for nonlocal spiking activity

Newsemia
by Max Mueller, Veronica Egger The inhibitory axonless olfactory bulb granule cells form reciprocal dendrodendritic synapses with mitral and tufted cells via large spines, mediating...
AI/ML

On-Chip Training Spiking Neural Networks Using Approximated Backpropagation With Analog Synaptic Devices.

Newsemia
Related Articles On-Chip Training Spiking Neural Networks Using Approximated Backpropagation With Analog Synaptic Devices. Front Neurosci. 2020;14:423 Authors: Kwon D, Lim S, Bae JH, Lee...
AI/ML

Toward Scalable, Efficient, and Accurate Deep Spiking Neural Networks With Backward Residual Connections, Stochastic Softmax, and Hybridization.

Newsemia
Related Articles Toward Scalable, Efficient, and Accurate Deep Spiking Neural Networks With Backward Residual Connections, Stochastic Softmax, and Hybridization. Front Neurosci. 2020;14:653 Authors: Panda P,...
AI/ML

All-optical spiking neurosynaptic networks with self-learning capabilities.

Newsemia
Related Articles All-optical spiking neurosynaptic networks with self-learning capabilities. Nature. 2019 May;569(7755):208-214 Authors: Feldmann J, Youngblood N, Wright CD, Bhaskaran H, Pernice WHP Abstract Software...
AI/ML

Spiking tool improves artificially intelligent devices

Newsemia
The aptly named software package Whetstone enables neural computer networks to process information up to 100 times more efficiently than current standards, making possible an...
AI/ML

A Spiking Neural Network Framework for Robust Sound Classification.

Newsemia
Related Articles A Spiking Neural Network Framework for Robust Sound Classification. Front Neurosci. 2018;12:836 Authors: Wu J, Chua Y, Zhang M, Li H, Tan KC...
AI/ML

Fast and Accurate Sparse Coding of Visual Stimuli With a Simple, Ultralow-Energy Spiking Architecture.

Newsemia
Related Articles Fast and Accurate Sparse Coding of Visual Stimuli With a Simple, Ultralow-Energy Spiking Architecture. IEEE Trans Neural Netw Learn Syst. 2018 Nov 20;:...
Biology

Spikeling: A low-cost hardware implementation of a spiking neuron for neuroscience teaching and outreach

Newsemia
by Tom Baden, Ben James, Maxime J. Y. Zimmermann, Phillip Bartel, Dorieke Grijseels, Thomas Euler, Leon Lagnado, Miguel Maravall Understanding how neurons encode and compute...
Latest News

Spiking Insulin Costs Put Patients in Brutal Bind

Newsemia
Insulin prices have skyrocketed in recent years, on average tripling between 2002 and 2013. One popular brand, NovoLog, increased in list price by 353% from...

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