Conclusion
A synapse transistor incorporates several key attributes of a neuronal synapse in a silicon device
- Long-term memory
- Local computation and local learning
Our short-term goal
- To develop large-scale learning systems in silicon
Our long-term goal
- There is more to neurobiology than synapses
- Signal processing in dendrites (computation in the wires)
- Spike-based encoding and computation
- Massively parallel signal processing
- To mimic neuronal computation in silicon