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Скачать или смотреть On-Chip Trainable Spiking Neural Network Using CMOS Memristive STDP Synapses 🧠

  • Takeoff Edu Group
  • 2025-12-23
  • 5
On-Chip Trainable Spiking Neural Network Using CMOS Memristive STDP Synapses 🧠
ChipTrainableSpikingNeuralNetworkUsingCMOSMemristivespiking neural networksnn hardwareneuromorphic computingmemristive synapsestdp learningcmos memristorcircuit implementation of snnlif neuron circuiton chip learningai hardware acceleratorbrain inspired computingvlsi neural networksmemristor based synapselow power aiedge ai hardwareneuromorphic vlsiphd research aianalog neural circuits
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Описание к видео On-Chip Trainable Spiking Neural Network Using CMOS Memristive STDP Synapses 🧠

Explore the circuit-level implementation of an on-chip trainable Spiking Neural Network (SNN) using CMOS-based memristive STDP synapses and LIF neurons in this in-depth technical video 🧠⚡.
This work bridges neuromorphic computing and VLSI design, demonstrating how biologically inspired learning rules like Spike-Timing Dependent Plasticity (STDP) can be efficiently realized in hardware.

You’ll gain insights into the memristor-based synapse design, CMOS compatibility, and how Leaky Integrate-and-Fire (LIF) neurons enable low-power, scalable neural computation. This approach is ideal for edge AI, brain-inspired hardware, and next-generation AI accelerators 🚀.

Whether you’re a researcher, PhD scholar, or VLSI/AI enthusiast, this video will help you understand how learning-enabled neural systems can be implemented directly on silicon 🔬.

👉 Like 👍 | Share 🔁 | Subscribe 🔔 for more advanced research content on neuromorphic engineering, AI hardware, and VLSI systems.

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Spiking Neural Network, Neuromorphic Computing, Memristive STDP, CMOS AI Hardware

#SpikingNeuralNetworks #NeuromorphicComputing #Memristor #STDP
#CMOSDesign #VLSI #AIHardware #BrainInspiredComputing
#EdgeAI #LIFNeuron #OnChipLearning #Research #PhD
#ArtificialIntelligence #DeepTech #Semiconductor #takeoffedugroup #takeoffprojects

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